WO2023181180A1 - Information processing device, information processing method, and program - Google Patents

Information processing device, information processing method, and program Download PDF

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Publication number
WO2023181180A1
WO2023181180A1 PCT/JP2022/013536 JP2022013536W WO2023181180A1 WO 2023181180 A1 WO2023181180 A1 WO 2023181180A1 JP 2022013536 W JP2022013536 W JP 2022013536W WO 2023181180 A1 WO2023181180 A1 WO 2023181180A1
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WO
WIPO (PCT)
Prior art keywords
aerosol
changed
puff
heating
evaluation
Prior art date
Application number
PCT/JP2022/013536
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French (fr)
Japanese (ja)
Inventor
学 山田
Original Assignee
日本たばこ産業株式会社
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Publication date
Application filed by 日本たばこ産業株式会社 filed Critical 日本たばこ産業株式会社
Priority to PCT/JP2022/013536 priority Critical patent/WO2023181180A1/en
Publication of WO2023181180A1 publication Critical patent/WO2023181180A1/en

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    • AHUMAN NECESSITIES
    • A24TOBACCO; CIGARS; CIGARETTES; SIMULATED SMOKING DEVICES; SMOKERS' REQUISITES
    • A24FSMOKERS' REQUISITES; MATCH BOXES; SIMULATED SMOKING DEVICES
    • A24F40/00Electrically operated smoking devices; Component parts thereof; Manufacture thereof; Maintenance or testing thereof; Charging means specially adapted therefor
    • A24F40/50Control or monitoring
    • A24F40/57Temperature control

Definitions

  • the present invention relates to an information processing device, an information processing method, and a program.
  • a suction device generates an aerosol to which a flavor component has been added using a base material that includes an aerosol source for generating an aerosol, a flavor source for imparting a flavor component to the generated aerosol, and the like.
  • the user can taste the flavor by inhaling the aerosol to which the flavor component is added, which is generated by the suction device.
  • the action of the user inhaling an aerosol will also be referred to below as a puff or a puff action.
  • Patent Document 1 has a problem in that it is difficult to understand how the temperature at which the aerosol source is heated affects the taste.
  • an object of the present invention is to provide a customization mechanism that allows the user to easily achieve the desired smoking taste.
  • parameters relating to the temperature at which the aerosol source is heated are used in an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material.
  • An information processing device includes a control unit that changes control information that defines a time-series transition according to an evaluation that is input for an aerosol generated using the control information.
  • the information processing device may further include an input unit that receives input of the evaluation at one or more of a plurality of timings included in a period in which aerosol is generated using the control information.
  • the control unit may sequentially change the parameters at the earliest timing among the parameters at the one or more timings at which an unsuitable evaluation has been made.
  • the control unit selects the timing at which the unsuitable evaluation has been made as a timing to be changed, and executes a first process including changing the parameters until an appropriate evaluation is input for the timing to be changed. may be repeated while switching the timing to be changed in order from the earliest of the one or more timings evaluated as unsuitable.
  • the first process changes the parameters at the timing to be changed based on the unsuitability evaluation, controls the aerosol generation device to generate an aerosol based on the changed control information, and controls the aerosol generation device to generate an aerosol based on the changed control information.
  • the method may include repeating the process of accepting input of an evaluation of the aerosol generated using the control information until an appropriate evaluation of the timing to be changed is input.
  • the control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups including one or more of the timings, and includes the timings that have been evaluated as unsuitable. Selecting the group as a group to be changed and performing a second process including changing the parameters until suitability evaluations are input for all the timings included in the group to be changed. It may be repeated while switching the group to be changed in order from the earliest of the one or more groups including the evaluated timing.
  • the second process changes the parameters at one or more of the timings included in the group to be changed according to the unsuitability evaluation, and controls the aerosol generation device to generate aerosol based on the changed control information.
  • the method may also include repeating accepting input of evaluations for the aerosol generated using the changed control information until appropriate evaluations are input for all of the timings included in the group to be changed. good.
  • Changing the parameters at one or more of the timings included in the group to be changed in accordance with the unsuitability evaluation includes: The method may include changing the parameter at one or more of the timings included in the group to be changed.
  • Changing the parameters for each of the one or more timings included in the group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for each of the one or more timings included in the group to be changed.
  • the method may include changing the parameters at one or more of the timings included in the group to be changed based on.
  • the control unit may classify a plurality of timings included in an aerosol generation period into a plurality of groups using the control information, based on the number of timings belonging to the group.
  • the control unit classifies the plurality of timings included in a period in which aerosol is generated using the control information into a plurality of groups based on a time-series change in the parameter or a time-series change in the evaluation. It's okay.
  • the control unit changes the parameters at a second timing subsequent to a first timing at which the parameters are changed among the plurality of timings included in a period in which aerosol is generated using the control information.
  • the parameter may be changed depending on the content of the change in the parameter at the first timing.
  • the control unit may change the parameters within a limited range.
  • the control unit may use the control information to change the parameters during a limited period of the aerosol generation period.
  • the control unit may change the length of the aerosol generation period using the control information in accordance with the change in the parameter.
  • the temperature at which the aerosol source is heated is used by an aerosol generation device that generates an aerosol by heating an aerosol source contained in a base material.
  • An information processing method is provided, which includes changing control information that defines a time-series transition of a parameter related to an aerosol according to an evaluation input for an aerosol generated using the control information.
  • a computer is configured to generate an aerosol source that is used by an aerosol generation device that generates an aerosol by heating an aerosol source contained in a base material.
  • a program is provided for functioning as a control unit that changes control information that defines a time-series transition of parameters related to heating temperature in accordance with an evaluation input for an aerosol generated using the control information. be done.
  • a customization mechanism is provided that allows the user to easily achieve the desired smoking taste.
  • FIG. 1 is a diagram for explaining an example configuration of a system according to an embodiment.
  • FIG. 1 is a schematic diagram schematically showing a configuration example of a suction device according to the present embodiment.
  • FIG. 2 is a block diagram showing a configuration example of a terminal device according to the present embodiment.
  • 3 is a graph schematically showing an example of a heating profile. It is a graph schematically showing an example of customization of a heating profile. It is a graph schematically showing an example of customization of a heating profile. It is a graph schematically showing an example of customization of a heating profile. It is a graph schematically showing an example of customization of a heating profile. It is a flowchart which shows an example of the flow of customization processing of the heating profile performed in the terminal device concerning this embodiment.
  • FIG. 1 is a diagram for explaining a configuration example of a system 1 according to an embodiment. As shown in FIG. 1, the system 1 includes a suction device 100 and a terminal device 200.
  • the suction device 100 is a device that generates a substance to be suctioned by a user.
  • the substance generated by the suction device 100 will be described as an aerosol.
  • the substance produced by the suction device may be a gas.
  • the suction device 100 uses a stick-type base material 150 to generate an aerosol.
  • Stick type substrate 150 is an example of a substrate containing an aerosol source.
  • the suction device 100 is an example of an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material.
  • the terminal device 200 is an information processing device that performs various information processing regarding the suction device 100.
  • the terminal device 200 is used by the user of the suction device 100.
  • the terminal device 200 may be any device such as a smartphone, a tablet terminal, a wearable device, or a PC (Personal Computer).
  • the terminal device 200 may be a charger that charges the suction device 100.
  • the terminal device 200 is used to change the settings of the suction device 100.
  • the terminal device 200 receives a user operation for changing the settings of the suction device 100, and changes the settings of the suction device 100.
  • FIG. 2 is a schematic diagram schematically showing a configuration example of the suction device according to the present embodiment.
  • the suction device 100 includes a power supply section 111, a sensor section 112, a notification section 113, a storage section 114, a communication section 115, a control section 116, a heating section 121, a holding section 140, and a heat insulation section 144. .
  • the power supply unit 111 stores power. Then, the power supply unit 111 supplies power to each component of the suction device 100 based on control by the control unit 116.
  • the power supply unit 111 may be configured with a rechargeable battery such as a lithium ion secondary battery, for example.
  • the sensor unit 112 acquires various information regarding the suction device 100.
  • the sensor unit 112 includes a pressure sensor such as a condenser microphone, a flow rate sensor, a temperature sensor, etc., and acquires a value associated with suction by the user.
  • the sensor unit 112 is configured with an input device such as a button or a switch that receives information input from the user.
  • the notification unit 113 notifies the user of information.
  • the notification unit 113 includes, for example, a light emitting device that emits light, a display device that displays an image, a sound output device that outputs sound, a vibration device that vibrates, or the like.
  • the storage unit 114 stores various information for the operation of the suction device 100.
  • the storage unit 114 is configured by, for example, a nonvolatile storage medium such as a flash memory.
  • the communication unit 115 is a communication interface that can perform communication compliant with any wired or wireless communication standard.
  • a communication standard for example, a standard using Wi-Fi (registered trademark), Bluetooth (registered trademark), NFC (Near Field Communication), or LPWA (Low Power Wide Area) may be adopted.
  • the control unit 116 functions as an arithmetic processing device and a control device, and controls overall operations within the suction device 100 according to various programs.
  • the control unit 116 is realized by, for example, an electronic circuit such as a CPU (Central Processing Unit) or a microprocessor.
  • the holding part 140 has an internal space 141 and holds the stick-type base material 150 while accommodating a part of the stick-type base material 150 in the internal space 141.
  • the holding part 140 has an opening 142 that communicates the internal space 141 with the outside, and holds the stick-shaped base material 150 inserted into the internal space 141 through the opening 142.
  • the holding part 140 is a cylindrical body having an opening 142 and a bottom part 143 as the bottom surface, and defines a columnar internal space 141.
  • An air flow path that supplies air to the internal space 141 is connected to the holding portion 140 .
  • An air inflow hole which is an inlet of air to the air flow path, is arranged on a side surface of the suction device 100, for example.
  • An air outlet hole which is an outlet for air from the air flow path to the internal space 141, is arranged at the bottom 143, for example.
  • the stick-type base material 150 includes a base portion 151 and a mouthpiece portion 152.
  • Base portion 151 includes an aerosol source.
  • Aerosol sources are, for example, polyhydric alcohols such as glycerin and propylene glycol, and liquids such as water.
  • the aerosol source may include flavor components of tobacco or non-tobacco origin. If the suction device 100 is a medical inhaler, such as a nebulizer, the aerosol source may include a drug. Note that in this configuration example, the aerosol source is not limited to a liquid, and may be a solid.
  • the heating unit 121 atomizes the aerosol source to generate aerosol by heating the aerosol source.
  • the heating section 121 is configured in a film shape and is arranged to cover the outer periphery of the holding section 140.
  • the heating part 121 generates heat
  • the base material part 151 of the stick-type base material 150 is heated from the outer periphery, and an aerosol is generated.
  • the heating unit 121 generates heat when supplied with power from the power supply unit 111 .
  • power may be supplied when the sensor unit 112 detects that the user has started suctioning and/or that predetermined information has been input. Then, when the sensor unit 112 detects that the user has finished suctioning and/or that predetermined information has been input, the power supply may be stopped.
  • the heat insulating section 144 prevents heat transfer from the heating section 121 to other components.
  • the heat insulating section 144 is made of a vacuum heat insulating material, an airgel heat insulating material, or the like.
  • suction device 100 has been described above.
  • the configuration of the suction device 100 is not limited to the above, and may take various configurations as exemplified below.
  • the heating unit 121 may be configured in a blade shape and arranged to protrude from the bottom 143 of the holding unit 140 into the internal space 141. In that case, the blade-shaped heating unit 121 is inserted into the base portion 151 of the stick-type base material 150 and heats the base portion 151 of the stick-type base material 150 from inside.
  • the heating part 121 may be arranged to cover the bottom part 143 of the holding part 140.
  • the heating section 121 is a combination of two or more of a first heating section that covers the outer periphery of the holding section 140 , a second heating section shaped like a blade, and a third heating section that covers the bottom 143 of the holding section 140 . It may be configured as
  • the holding part 140 may include an opening/closing mechanism such as a hinge that opens and closes a part of the outer shell that forms the internal space 141.
  • the holding part 140 may hold the stick-shaped base material 150 inserted into the internal space 141 by opening and closing the outer shell.
  • the heating unit 121 may be provided at the relevant clamping location in the holding unit 140 and may heat the stick-shaped base material 150 while pressing it.
  • the means for atomizing the aerosol source is not limited to heating by the heating unit 121.
  • the means of atomizing the aerosol source may be induction heating.
  • the suction device 100 includes at least an electromagnetic induction source such as a coil that generates a magnetic field instead of the heating unit 121.
  • the susceptor that generates heat by induction heating may be provided in the suction device 100 or may be included in the stick-shaped base material 150.
  • the suction device 100 works together with the stick-shaped base material 150 to generate an aerosol that is suctioned by the user. Therefore, the combination of the suction device 100 and the stick-type base material 150 may be regarded as an aerosol generation system.
  • FIG. 3 is a block diagram showing a configuration example of the terminal device 200 according to the present embodiment.
  • the terminal device 200 includes an input section 210, an output section 220, a detection section 230, a communication section 240, a storage section 250, and a control section 260.
  • the input unit 210 has a function of accepting input of various information.
  • Input unit 210 may include an input device that accepts information input from a user. Examples of the input device include buttons, keyboards, touch panels, and microphones.
  • the input unit 210 may include various sensors such as an image sensor.
  • the output unit 220 has a function of outputting information.
  • the output unit 220 may include an output device that outputs information to the user.
  • Examples of the output device include a display device that displays information, a light emitting device that emits light, a vibration device that vibrates, and a sound output device that outputs sound.
  • An example of a display device is a display.
  • An example of a light emitting device is an LED (Light Emitting Diode).
  • An example of a vibrating device is an eccentric motor.
  • An example of a sound output device is a speaker.
  • the output unit 220 notifies the user of the information by outputting the information input from the control unit 260.
  • the detection unit 230 has a function of detecting information regarding the terminal device 200.
  • the detection unit 230 may detect position information of the terminal device 200.
  • the detection unit 230 receives a GNSS signal from a GNSS (Global Navigation Satellite System) satellite (e.g., a GPS signal from a GPS (Global Positioning System) satellite) and detects position information consisting of latitude and longitude of the device. do.
  • the detection unit 230 may detect the movement of the terminal device 200.
  • the detection unit 230 includes a gyro sensor and an acceleration sensor, and detects angular velocity and acceleration.
  • the communication unit 240 is a communication interface for transmitting and receiving information between the terminal device 200 and other devices.
  • the communication unit 240 performs communication based on any wired or wireless communication standard. Examples of such communication standards include standards using USB (Universal Serial Bus), Wi-Fi (registered trademark), Bluetooth (registered trademark), NFC (Near Field Communication), or LPWA (Low Power Wide Area). can be done.
  • USB Universal Serial Bus
  • Wi-Fi registered trademark
  • Bluetooth registered trademark
  • NFC Near Field Communication
  • LPWA Low Power Wide Area
  • the storage unit 250 stores various information.
  • the storage unit 250 is configured by, for example, a nonvolatile storage medium such as a flash memory.
  • the control unit 260 functions as an arithmetic processing device or a control device, and controls overall operations within the terminal device 200 according to various programs.
  • the control unit 260 is realized by, for example, an electronic circuit such as a CPU (Central Processing Unit) or a microprocessor.
  • the control unit 260 may include a ROM (Read Only Memory) that stores programs to be used, calculation parameters, etc., and a RAM (Random Access Memory) that temporarily stores parameters that change as appropriate.
  • the terminal device 200 executes various processes based on control by the control unit 260.
  • the control unit 260 processes information input by the input unit 210, outputs the information by the output unit 220, detects the information by the detection unit 230, transmits and receives information by the communication unit 240, and stores and reads information by the storage unit 250. This is an example of processing controlled by. Other processes executed by the terminal device 200, such as inputting information to each component and processing based on information output from each component, are also controlled by the control unit 260.
  • control unit 260 may be realized using an application.
  • the application may be preinstalled or may be downloaded. Further, the functions of the control unit 260 may be realized by PWA (Progressive Web Apps).
  • the control unit 116 controls the operation of the heating unit 121 based on the heating profile. Control of the operation of the heating section 121 is achieved by controlling power supply from the power supply section 111 to the heating section 121. The heating unit 121 heats the stick-shaped base material 150 using the electric power supplied from the power supply unit 111.
  • the heating profile is control information for controlling the temperature at which the aerosol source is heated.
  • the heating profile defines parameters regarding the temperature at which the aerosol source is heated.
  • An example of the temperature at which the aerosol source is heated is the temperature of the heating section 121.
  • An example of a parameter related to the temperature at which the aerosol source is heated is a target value for the temperature of the heating section 121 (hereinafter also referred to as target temperature).
  • the temperature of the heating unit 121 may be controlled to change depending on the elapsed time from the start of heating. In that case, the heating profile includes information that defines the time series transition of the target temperature.
  • the heating profile may include parameters (hereinafter also referred to as power supply parameters) that define a method of supplying power to the heating unit 121.
  • the power supply parameters include, for example, the voltage applied to the heating unit 121, ON/OFF of power supply to the heating unit 121, the feedback control method to be adopted, and the like. Turning on/off the power supply to the heating unit 121 may be regarded as turning the heating unit 121 on/off.
  • the control unit 116 controls the operation of the heating unit 121 so that the temperature of the heating unit 121 (hereinafter also referred to as actual temperature) changes in the same manner as the target temperature defined in the heating profile.
  • the heating profile is typically designed to optimize the flavor experienced by the user when the user inhales the aerosol generated from the stick-shaped substrate 150. Therefore, by controlling the operation of the heating unit 121 based on the heating profile, the flavor that the user enjoys can be optimized.
  • Temperature control of the heating section 121 can be realized, for example, by known feedback control.
  • the feedback control may be, for example, PID control (Proportional-Integral-Differential Controller).
  • the control unit 116 can cause the power from the power supply unit 111 to be supplied to the heating unit 121 in the form of pulses using pulse width modulation (PWM) or pulse frequency modulation (PFM). In that case, the control unit 116 can control the temperature of the heating unit 121 by adjusting the duty ratio or frequency of the power pulse in feedback control. Alternatively, the control unit 116 may perform simple on/off control in feedback control.
  • control unit 116 causes the heating unit 121 to perform heating until the actual temperature reaches the target temperature, and when the actual temperature reaches the target temperature, interrupts the heating by the heating unit 121 so that the actual temperature is lower than the target temperature. When the temperature becomes low, heating by the heating unit 121 may be restarted.
  • the temperature of the heating section 121 can be quantified, for example, by measuring or estimating the electrical resistance value of the heating section 121 (more precisely, the heating resistor that constitutes the heating section 121). This is because the electrical resistance value of the heating resistor changes depending on the temperature.
  • the electrical resistance value of the heating resistor can be estimated, for example, by measuring the amount of voltage drop across the heating resistor.
  • the amount of voltage drop across the heating resistor can be measured by a voltage sensor that measures the potential difference applied to the heating resistor.
  • the temperature of the heating section 121 can be measured by a temperature sensor, such as a thermistor, installed near the heating section 121.
  • a heating session is a period in which power supply to the heating unit 121 is controlled based on the heating profile.
  • the beginning of a heating session is the timing at which heating based on the heating profile is started.
  • the end of the heating session is when a sufficient amount of aerosol is no longer produced.
  • the heating session includes a preheating period in the first half and a puffable period in the second half.
  • the puffable period is a period during which a sufficient amount of aerosol is expected to be generated.
  • the preheating period is the period from when heating starts until the puffable period starts.
  • the heating performed during the preheating period is also referred to as preheating.
  • the notification unit 113 may notify the user of information indicating the timing at which preheating ends. For example, the notification unit 113 may notify information that foretells the end of preheating before the end of preheating, or may notify information indicating that preheating has ended at the timing when preheating has ended. The user may be notified by, for example, lighting an LED or vibrating. The user can refer to this notification and start puffing immediately after the end of preheating.
  • the notification unit 113 may notify the user of information indicating the timing at which the puffable period ends. For example, the notification unit 113 may notify information foretelling the end of the puffable period before the puffable period ends, or notify information indicating that the puffable period has ended at the timing when the puffable period has ended. or The user may be notified by, for example, lighting an LED or vibrating. The user is able to puff until the puffing period ends with reference to this notification.
  • FIG. 4 is a graph schematically showing an example of a heating profile.
  • the horizontal axis of the graph 20A is time (seconds).
  • the vertical axis of the graph 20A is the target temperature.
  • Line 21A shows the time series transition of the target temperature.
  • the target temperature may rapidly rise to around 300°C after heating starts, then drop to around 230°C, and then rise again to around 260°C.
  • the temperature of the heating section 121 rapidly rises to around 300°C after heating starts, then decreases to around 230°C, and then rises again to around 260°C.
  • the heating session is a period of about 325 seconds from the start of heating.
  • the period up to 20 seconds after the start of heating is the preliminary heating period
  • the period after 20 seconds after the start of heating is the puffable period.
  • the control unit 260 changes the heating profile used by the suction device 100 according to the evaluation input for the aerosol generated using the heating profile.
  • evaluations that can be input include an appropriate evaluation indicating that the flavor is appropriate, and an unsuitable evaluation indicating that the flavor is inappropriate.
  • unsuitability evaluations that may be input include weak evaluations indicating that the flavor is weak, and strong evaluations indicating that the flavor is strong.
  • the control unit 260 does not need to change the heating profile when the suitability evaluation is input.
  • the control unit 260 may increase the target temperature when a weak evaluation is input. In that case, it becomes possible to intensify the smoking taste.
  • the control unit 260 may lower the target temperature when a strong evaluation is input. In that case, it becomes possible to weaken the smoking taste. According to this configuration, the user can automatically generate a heating profile that delivers the desired flavor by simply evaluating the flavor without directly specifying the target temperature.
  • the input unit 210 receives evaluation input at one or more timings among the plurality of timings included in the heating session.
  • An example of the timing at which the evaluation input is accepted is the timing at which puffing is performed (hereinafter also referred to as puffing timing).
  • puffing timing For example, each time the user puffs, he or she inputs an evaluation based on the taste.
  • the user can customize the heating profile to deliver the desired flavor by simply evaluating the flavor each time the puff timing arrives, that is, each time the user puffs.
  • the output unit 220 may display a screen that asks the user to input an evaluation of the smoking taste each time the puff timing arrives in the heating session. The user may then input the evaluation into the input section 210 in response to such inquiry. According to this configuration, the user can intuitively customize the heating profile while puffing.
  • the puff timing may be defined in advance. In that case, each time the puff timing arrives, the output unit 220 may output a screen prompting the user to puff. Alternatively, the puff timing may not be predefined. In that case, each time the suction device 100 detects that the user has puffed, the output unit 220 may display a screen asking the user to input an evaluation of the smoking taste.
  • the control unit 260 may sequentially change the target temperature at the earliest puff timing among the target temperatures at one or more puff timings that have been evaluated as inappropriate.
  • a change in the target temperature at a certain puff timing can affect not only the taste at that puff timing but also the taste at puff timings after the puff timing. This is because the remaining amount of the aerosol source and the temperature of the heating unit 121 may change at puff timings after the puff timing. Therefore, by sequentially changing the target temperature starting from the earlier puff timing, it is possible to prevent rework and efficiently customize the heating profile.
  • the control unit 260 may change the target temperature in units of puff timings. In that case, the control unit 260 selects the puff timing evaluated as unsuitable as the puff timing to be changed. Then, the control unit 260 executes the first process including changing the target temperature until an appropriateness evaluation is input for the puff timing to be changed. However, the control unit 260 repeats the first process while switching the puff timing to be changed in order from the earliest puff timing among the one or more puff timings that have been evaluated as inappropriate. When the first process is executed for all puff timings that have been evaluated as unsuitable, appropriate evaluations will be input for all puff timings included in the heating session. This makes it possible to generate a heating profile that can deliver an appropriate drinking taste to the user at all puff timings.
  • the first process is to change the target temperature at the puff timing to be changed based on the unsuitability evaluation, control the suction device 100 to generate aerosol based on the changed heating profile, and use the changed heating profile.
  • the method includes repeating the process of accepting input of an evaluation of the aerosol generated by the process until an appropriate evaluation of the puff timing to be changed is input. That is, changing the target temperature at the puff timing to be changed, heating based on the changed heating profile, and inputting the evaluation are repeated until an appropriate evaluation is input for the puff timing to be changed. According to this configuration, it is possible to customize the heating profile so that the desired flavor is delivered while repeating trial and error in units of puff timing.
  • the control unit 260 changes the target temperature at the puff timing to be changed if the evaluation at the puff timing to be changed is a weak evaluation. can be increased.
  • the control unit 260 changes the target temperature at the puff timing to be changed if the evaluation at the puff timing to be changed is a strong evaluation. can be reduced.
  • the control unit 260 controls the communication unit 240 to transmit information indicating the changed heating profile to the suction device 100. It is possible.
  • the information indicating the heating profile after the change includes information indicating the heating profile itself after the change, or the difference between the heating profile before and after the change. Thereby, the suction device 100 can perform the next heating based on the changed heating profile.
  • control unit 260 causes the output unit to output information prompting the stick-shaped base material 150 to be replaced and heating to be performed. 220 can be controlled. Further, when heating is performed based on the changed heating profile, the control unit 260 may control the output unit 220 to output information prompting the user to puff and input an evaluation every time the puffing timing arrives. .
  • FIG. 5 is a graph schematically showing an example of customizing the heating profile.
  • the horizontal axis of graph 20B is time (seconds).
  • the vertical axis of graph 20B is the target temperature.
  • a line 21A shows a time series transition of the target temperature before customization.
  • a line 21B shows the time series transition of the target temperature after customization.
  • a total of nine puff timings are defined in advance.
  • the terminal device 200 prompts the user to puff and receives an input of evaluation of the smoking taste each time a predefined puffing timing arrives while the suction device 100 is performing heating based on the heating profile shown by the line 21A.
  • "OK” indicates an appropriate evaluation
  • "W” indicates an appropriate evaluation
  • "S” indicates a strong evaluation.
  • weak evaluations are input at the first, second, seventh, eighth, and ninth puff timings
  • strong evaluations are input at the fourth and fifth puff timings
  • strong evaluations are input at the third and sixth puff timings. Appropriate evaluation is input at the timing.
  • the control unit 260 selects the earliest first puff timing among the puff timings for which weak evaluation or strong evaluation has been input as the puff timing to be changed. Since a weak evaluation is input at the first puff timing, the control unit 260 increases the target temperature at the first puff timing, as shown by line 21B in FIG. As a result, it is possible to enhance the smoking taste at the first puff timing. With such customization, it is expected that an appropriateness evaluation will be input at the first puff timing in the next heating.
  • the control unit 260 may change the target temperature on a group-by-group basis.
  • the control unit 260 classifies the plurality of puff timings included in the heating session into a plurality of groups (hereinafter also referred to as puff groups) each including one or more puff timings.
  • the control unit 260 selects the puff group including the puff timing evaluated as inappropriate as the puff group to be changed.
  • the control unit 260 executes the second process including changing the target temperature until appropriateness evaluations are input for all puff timings included in the puff group to be changed.
  • control unit 260 repeats the second process while switching the puff groups to be changed in order from the earliest puff group among the one or more puff groups including the puff timing evaluated as inappropriate.
  • the second process is executed for all puff groups including puff timings that have been evaluated as unsuitable, appropriate evaluations will be input for all puff timings included in the heating session. This makes it possible to generate a heating profile that can deliver an appropriate drinking taste to the user at all puff timings.
  • the second process is to change the target temperature at each of one or more puff timings included in the puff group to be changed according to the unsuitability evaluation, and input the evaluation for the aerosol generated using the changed heating profile.
  • This includes repeating the process of accepting the data until suitability ratings are input for all puff timings included in the puff group to be changed. That is, changing the target temperature in the puff group to be changed, heating based on the changed heating profile, and inputting the evaluation are repeated until appropriate evaluations are input for all puff timings included in the puff group to be changed. .
  • Changing the target temperature at one or more puff timings included in the puff group to be changed according to the unsuitability evaluation is based on the statistical value of the evaluation for one or more puff timings included in the puff group to be changed, It may also include changing the target temperature at one or more puff timings included in the puff group to be changed. That is, the control unit 260 may uniformly apply a change in the target temperature based on the statistical value of the evaluation in the puff group to be changed to all puff timings included in the puff group to be changed. As the statistical value, a median value, an average value, or the like may be adopted.
  • the target temperature at all puff timings included in the puff group to be changed can be uniformly raised. According to this configuration, the target temperature at many puff timings can be changed at once, compared to the case where the target temperature is changed in units of puff timings. Therefore, it becomes possible to efficiently customize the heating profile.
  • Changing the target temperature at one or more puff timings included in the puff group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for one or more puff timings included in the puff group to be changed. It may also include changing the target temperature at one or more puff timings included in the puff group to be changed. That is, the control unit 260 may individually adjust the target temperature at each puff timing included in the puff group to be changed, based on the relative relationship of evaluations in the puff group to be changed. For example, it is conceivable that in the puff group to be changed, puff timings for which weak evaluations are input and puff timings for which strong evaluations are input are mixed.
  • control unit 260 applies the uniform change based on the above-mentioned statistical value, increases the target temperature at the puff timing when the weak evaluation is input, and raises the target temperature at the puff timing when the strong evaluation is input. can be lowered. According to such a configuration, it is possible to perform customization that is more suitable for the user's evaluation than when the target temperature is uniformly changed based on the statistical value of the evaluation within the puff group.
  • control unit 260 may classify a plurality of puff timings included in a heating session into a plurality of puff groups based on the number of puff timings belonging to a puff group. Specifically, the control unit 260 may classify the puffs into puff groups based on a predetermined number of puff timings.
  • control unit 260 may classify multiple puff timings included in a heating session into multiple puff groups based on a time-series change in target temperature. Specifically, the control unit 260 generates a puff group for each puff timing included in a period in which the trend of time-series change in the target temperature is similar, such as when the target temperature increases, is maintained, or decreases. Good too. In other words, the control unit 260 may divide the plurality of puff timings included in the heating session at positions where the tendency of the time-series change in the target temperature changes. According to this configuration, it is possible to collectively change the target temperatures of puff timings included in periods in which the time-series changes in the target temperatures are similar, so it is possible to customize the heating profile more efficiently. .
  • control unit 260 may classify multiple puff timings included in a heating session into multiple puff groups based on chronological changes in evaluation. Specifically, the control unit 260 controls the control unit 260 for each of a plurality of puff timings in which successive evaluations in the time direction are similar, such as weak evaluations being input continuously or strong evaluations being input continuously. Puff groups may also be generated. In other words, the control unit 260 may divide the plurality of puff timings included in the heating session at positions where the tendency of the evaluation over time changes. According to this configuration, the target temperatures of puff timings with similar evaluations can be changed all at once, so it is possible to customize the heating profile more efficiently.
  • FIG. 6 is a graph schematically showing an example of customizing the heating profile.
  • the horizontal axis of the graph 20C is time (seconds).
  • the vertical axis of the graph 20C is the target temperature.
  • a line 21A shows a time series transition of the target temperature before customization.
  • a line 21C shows a time series transition of the target temperature after customization.
  • a total of nine puff timings are defined in advance. Further, the nine puff timings are classified into three puff groups each including three puff timings.
  • the terminal device 200 prompts the user to puff and receives an input of evaluation of the smoking taste each time a predefined puffing timing arrives while the suction device 100 is performing heating based on the heating profile shown by the line 21A.
  • weak evaluations are input at the first, second, seventh, eighth, and ninth puff timings
  • strong evaluations are input at the fourth and fifth puff timings
  • strong evaluations are input at the third and sixth puff timings. Appropriate evaluation is input at the timing.
  • the control unit 260 selects the earliest first puff group including the puff timing at which the weak evaluation or strong evaluation was input as the puff group to be changed.
  • a weak evaluation is input at the first and second puff timings, and an appropriate evaluation is input at the third puff timing. Therefore, the control unit 260 uniformly increases the target temperature at the first to third puff timings based on the weak evaluation as the median value.
  • the control unit 260 further increases the target temperature at the first and second puff timings based on the relative evaluation within the puff group.
  • the control unit 260 greatly increases the target temperature at the first and second puff timings, and slightly increases the target temperature at the third puff timing, as shown by line 21C in FIG. Thereby, it is possible to strengthen the overall smoking taste in the first puff group, and to further strengthen the smoking taste at the puff timing where a weak evaluation is input. With such customization, it is expected that an appropriateness rating will be input for the first puff group in the next heating.
  • the control unit 260 controls the second puff timing after the first puff timing at which the target temperature has been changed among the plurality of puff timings included in the heating session.
  • the target temperature at the timing may be changed depending on the change in the target temperature at the first puff timing.
  • the control unit 260 may apply the same changes to the target temperature at the first puff timing to the target temperature at the second puff timing. It is desirable that the relationship between the content of changes in the target temperature at the first puff timing and the content of changes in the target temperature at the second puff timing be appropriately learned and defined as a function or the like. According to this configuration, it is possible to automatically change the target temperature at the subsequent puff timing by taking into account the effect of changing the target temperature at the previous puff timing. This makes it possible to customize the heating profile more efficiently.
  • changing the target temperature at the subsequent puff timing based on such a change in the target temperature at the previous puff timing is applicable not only to customization in units of puff timings but also to customization in units of puff groups. That is, the control unit 260 sets the target temperature in the second puff group after the first puff group whose target temperature has been changed out of the plurality of puff timings included in the heating session to the target temperature in the first puff group. It may be changed depending on the content of the temperature change.
  • FIG. 7 is a graph schematically showing an example of customizing the heating profile.
  • the horizontal axis of graph 20D is time (seconds).
  • the vertical axis of graph 20D is the target temperature.
  • a line 21A shows a time series transition of the target temperature before customization.
  • a line 21D shows the time series transition of the target temperature after customization.
  • a total of nine puff timings are defined in advance.
  • the terminal device 200 prompts the user to puff and receives an input of evaluation of the smoking taste each time a predefined puffing timing arrives while the suction device 100 is performing heating based on the heating profile shown by the line 21A.
  • weak evaluations are input at the first, second, seventh, eighth, and ninth puff timings
  • strong evaluations are input at the fourth and fifth puff timings
  • strong evaluations are input at the third and sixth puff timings. Appropriate evaluation is input at the timing.
  • the first puff group includes first and second puff timings to which weak evaluations have been input.
  • the second puff group includes third to fifth puff timings to which appropriate evaluations and strong evaluations have been input.
  • the third puff group includes the 6th to 9th puff timings to which appropriate evaluations and weak evaluations have been input.
  • Table 1 An example of a method for calculating changes in the target temperature in the example shown in FIG. 7 is shown in Table 1 below. Hereinafter, with reference to FIG. 7 and Table 1, details of changes in the target temperature will be explained.
  • the control unit 260 selects the earliest first puff group that includes the puff timing at which the weak evaluation or strong evaluation was input as the puff group to be changed. Weak evaluations are input at the first and second puff timings in the first puff group. Therefore, the range of change in the target temperature based on the evaluation in the first puff group is +10°C. Therefore, as shown in Table 1 and line 21D in FIG. 7, the control unit 260 uniformly increases the target temperature at the puff timings belonging to the first puff group by 10°C.
  • the range of change in the target temperature based on the evaluation in the second puff group is -10°C.
  • the change width of the target temperature in the first puff group which is the previous puff group, is +10°C.
  • the total of the range of change in the target temperature based on the evaluation in the second puff group and the range of change in the target temperature based on the evaluation in the preceding first puff group is 0°C. Therefore, the control unit 260 does not change the target temperature at the puff timing belonging to the second puff group, as shown in Table 1 and line 21D in FIG.
  • the range of change in the target temperature based on the evaluation in the third puff group is +10°C.
  • the range of change in the target temperature in the second puff group which is the previous puff group, is 0°C.
  • the total of the range of change in the target temperature based on the evaluation in the third puff group and the range of change in the target temperature based on the evaluation in the preceding second puff group is +10°C. Therefore, as shown in Table 1 and line 21D in FIG. 7, the control unit 260 uniformly increases the target temperature at the puff timings belonging to the third puff group by 10°C.
  • the control unit 260 may change the target temperature within a limited range. That is, the range of target temperatures that can be set may be limited. Then, the control unit 260 may set the target temperature within a range of settable target temperatures.
  • the range of target temperatures that can be set may change depending on the elapsed time from the start of heating. For example, the range of target temperatures that can be set may be different between the preheating period and the puffable period.
  • the range of the target temperature that can be set during the preheating period may be limited to the range from the lowest temperature at which aerosol can be generated to the highest temperature allowable in terms of heat resistance of the suction device 100.
  • the range of target temperatures that can be set during the puffable period may be limited to a range in which aerosol is appropriately generated. According to this configuration, it is possible to prevent a situation where an inappropriate target temperature is set and the quality of the user experience deteriorates.
  • the control unit 260 may change the target temperature during a limited period of the heating session. That is, the period during which the target temperature can be changed may be limited. Then, the control unit 260 may change the target temperature during the period in which the target temperature can be changed. For example, the period during which the target temperature can be changed may be limited to at least a portion of the puffable period. According to this configuration, it is possible to prevent a situation where the target temperature is changed at an inappropriate timing and the quality of the user experience deteriorates.
  • the control unit 260 may change the length of the heating session in response to changing the target temperature.
  • the controller 260 may shorten the length of the heating session when increasing the target temperature. This is because the higher the target temperature, the faster the aerosol source is depleted.
  • the controller 260 may extend the length of the heating session if the target temperature is lowered. This is because the lower the target temperature, the slower the depletion of the aerosol source.
  • the length of the heating session may be determined by a function, a parameter map, etc. defined by the target temperature, time, energy consumed in the heating section 121, etc. According to this configuration, it becomes possible to consume the aerosol source contained in the stick-type base material 150 in just the right amount.
  • the control unit 260 may change the puff timing in response to changes in the length of the heating session.
  • the control unit 260 can set the puff timing by dividing the puff possible period by a predefined number of puff timings.
  • the control unit 260 may increase the puff timing as the heating session is longer, and decrease the puff timing as the heating session is shorter.
  • FIG. 8 is a flowchart illustrating an example of the flow of heating profile customization processing executed in the terminal device 200 according to the present embodiment.
  • the input unit 210 first receives an instruction to start customizing the heating profile (step S102).
  • control unit 260 controls the output unit 220 to issue a notification prompting the insertion of the stick-shaped base material 150 and the start of heating (step S104).
  • the output unit 220 may display a screen prompting the stick-type base material 150 to be inserted (replaced from the second time onwards) and to start heating.
  • control unit 260 detects the start of heating based on the heating profile (step S106). For example, when suction device 100 starts heating based on the heating profile, it may transmit information indicating that heating has started to terminal device 200. Based on the reception of such information, the control unit 260 can detect the start of heating based on the heating profile.
  • control unit 260 determines whether the puff timing has arrived (step S108). As an example, the control unit 260 determines whether a predefined puff timing has arrived based on the elapsed time from the start of heating.
  • step S108 If it is determined that the puff timing has not arrived (step S108: NO), the process proceeds to step S114.
  • step S108 If it is determined that the puff timing has arrived (step S108: YES), the control unit 260 controls the output unit 220 to issue a notification prompting puffing (step S110).
  • the output unit 220 may display a screen prompting the user to puff.
  • the input unit 210 receives an input of evaluation of smoking taste (step S112).
  • the output unit 220 displays an input screen that accepts input of an appropriate evaluation, a weak evaluation, or a strong evaluation.
  • the input unit 210 then receives input on the input screen. After that, the process proceeds to step S114.
  • step S114 the control unit 260 determines whether the heating session has ended (step S114). For example, when the suction device 100 finishes heating based on the heating profile, it may transmit information indicating that the heating session has ended to the terminal device 200. Controller 260 may detect the end of the heating session based on receiving such information.
  • step S114 NO
  • the process returns to step S108.
  • step S114 determines whether appropriateness ratings have been input for all puff timings included in the heating session.
  • step S116 If it is determined that there is a puff timing for which an unsuitable evaluation has been input (step S116: NO), the control unit 260 changes the heating profile based on the evaluation input during the heating session (step S118). For example, the control unit 260 selects the earliest puff timing that has been evaluated as inappropriate as the puff timing to be changed, and changes the target temperature at the puff timing based on the input evaluation.
  • control unit 260 controls the communication unit 115 to transmit the changed heating profile to the suction device 100 (step S120). Thereby, the suction device 100 can perform heating based on the changed heating profile from next time onwards.
  • step S116 YES
  • the process ends. In this case, from next time onwards, the suction device 100 will be able to deliver the appropriate taste to the user at all puff timings.
  • the changes in the target temperature for each puff timing, the changes in the target temperature for each puff group, and the changes in the target temperature in the subsequent stage based on the change in the target temperature in the previous stage may be combined as appropriate.
  • the target temperature is changed for each puff group, and the target temperature for the subsequent stage is changed based on the change in the target temperature for the previous stage, and after customization has progressed to a certain extent, the target temperature for each puff timing is changed. Changes in temperature may also be implemented.
  • the heating section 121 is configured as a heating resistor and generates heat by electric resistance, but the present invention is not limited to such an example.
  • the heating unit 121 may include an electromagnetic induction source such as a coil that generates a magnetic field, and a susceptor that generates heat by induction heating, and the stick-shaped base material 150 may be heated by the susceptor.
  • the control unit 116 applies an alternating current to the electromagnetic induction source to generate an alternating magnetic field, and causes the alternating magnetic field to enter the susceptor, thereby causing the susceptor to generate heat.
  • the temperature at which the aerosol source is heated which is controlled based on the heating profile, will be the temperature of the susceptor.
  • the temperature of the susceptor can be estimated based on the electrical resistance value of the electromagnetic induction source.
  • the parameter related to the temperature at which the aerosol source is heated which is defined in the heating profile, is the target temperature of the heating section 121, but the present invention is not limited to such an example.
  • Parameters related to the temperature at which the aerosol source is heated include the electrical resistance value of the heating section 121 in addition to the temperature itself of the heating section 121 described in the above embodiment.
  • parameters related to the temperature for heating the aerosol source specified in the heating profile include the temperature of the susceptor, the electrical resistance value of the electromagnetic induction source, etc. Target values can be mentioned.
  • the suction device 100 may be configured as a so-called liquid atomization type aerosol generation device that generates aerosol by heating and atomizing a liquid aerosol source.
  • the present invention is also applicable to liquid atomization type aerosol generation devices.
  • Each device described in this specification may be realized as a single device, or a part or all of it may be realized as a separate device.
  • the control unit 260 of the terminal device 200 may be included in a device such as a server connected to the terminal device 200 via a network or the like. That is, customization of the heating profile may be performed by a server on the cloud based on a user operation input into the terminal device 200.
  • each device described in this specification may be realized using software, hardware, or a combination of software and hardware.
  • a program constituting the software is stored in advance, for example, in a recording medium (specifically, a computer-readable non-temporary storage medium) provided inside or outside each device.
  • each program is read into the RAM when executed by a computer that controls each device described in this specification, and is executed by a processing circuit such as a CPU.
  • the recording medium is, for example, a magnetic disk, an optical disk, a magneto-optical disk, a flash memory, or the like.
  • the above computer program may be distributed, for example, via a network, without using a recording medium.
  • the above-mentioned computer may be an application-specific integrated circuit such as an ASIC, a general-purpose processor that executes functions by loading a software program, or a computer on a server used for cloud computing.
  • the series of processes performed by each device described in this specification may be distributed and processed by multiple computers.
  • control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time series transition of a parameter related to the temperature for heating the aerosol source.
  • a control unit that changes the generated aerosol according to the input evaluation;
  • An information processing device comprising: (2) The information processing device further includes an input unit that receives input of the evaluation at one or more of a plurality of timings included in a period in which aerosol is generated using the control information. The information processing device according to (1) above. (3) The control unit sequentially changes the parameters at the earliest timing among the parameters at the one or more timings at which an unsuitable evaluation has been made.
  • the information processing device selects the timing at which the unsuitable evaluation has been made as a timing to be changed, and executes a first process including changing the parameters until an appropriate evaluation is input for the timing to be changed. repeating while switching the timing to be changed in order from the earliest of the one or more timings that have been evaluated as unsuitable;
  • the information processing device according to (3) above.
  • the first process changes the parameters at the timing to be changed based on the unsuitability evaluation, controls the aerosol generation device to generate an aerosol based on the changed control information, and controls the aerosol generation device to generate an aerosol based on the changed control information.
  • the control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups including one or more of the timings, and includes the timings that have been evaluated as unsuitable. Selecting the group as a group to be changed and performing a second process including changing the parameters until suitability evaluations are input for all the timings included in the group to be changed. repeating while switching the group to be changed in order from the earliest of the one or more groups including the evaluated timing; The information processing device according to (3) above.
  • the second process changes the parameters at one or more of the timings included in the group to be changed according to the unsuitability evaluation, and controls the aerosol generation device to generate aerosol based on the changed control information. and repeating accepting input of evaluations for the aerosol generated using the changed control information until appropriate evaluations are input for all of the timings included in the group to be changed,
  • the information processing device according to (6) above.
  • Changing the parameters at one or more of the timings included in the group to be changed in accordance with the unsuitability evaluation includes: including changing the parameter at one or more of the timings included in the group to be changed; The information processing device according to (7) above.
  • Changing the parameters for each of the one or more timings included in the group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for each of the one or more timings included in the group to be changed. changing the parameter at one or more of the timings included in the group to be changed based on The information processing device according to (7) or (8) above.
  • the control unit classifies the plurality of timings included in an aerosol generation period into a plurality of groups using the control information, based on the number of timings belonging to the group.
  • the information processing device according to any one of (6) to (9) above.
  • the control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups based on a time-series change in the parameter or a time-series change in the evaluation. , The information processing device according to any one of (6) to (9) above. (12) The control unit changes the parameters at a second timing subsequent to a first timing at which the parameters are changed among the plurality of timings included in a period in which aerosol is generated using the control information. changing the parameters according to the changes in the parameters at the first timing; The information processing device according to any one of (2) to (11) above. (13) the control unit changes the parameter within a limited range; The information processing device according to any one of (1) to (12) above.
  • control unit changes the parameters during a limited period of the aerosol generation period using the control information.
  • the information processing device according to any one of (1) to (13) above.
  • the control unit changes the length of the aerosol generation period using the control information in accordance with the change in the parameter.
  • the information processing device according to any one of (1) to (14) above.
  • control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time-series transition of parameters related to the temperature at which the aerosol source is heated. a control unit that changes the generated aerosol according to the input evaluation;

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Abstract

[Problem] To provide a customization system with which a user can easily achieve their desired smoke flavor. [Solution] This information processing device is used by an aerosol generating device that generates aerosols by heating an aerosol source included in a substrate. The information processing device includes a control unit that changes control information in accordance with an evaluation which is input with respect to aerosols generated using the control information which stipulates the chronological change of a parameter related to the temperature for heating the aerosol sources.

Description

情報処理装置、情報処理方法、及びプログラムInformation processing device, information processing method, and program
 本発明は、情報処理装置、情報処理方法、及びプログラムに関する。 The present invention relates to an information processing device, an information processing method, and a program.
 電子タバコ及びネブライザ等の、ユーザに吸引される物質を生成する吸引装置が広く普及している。例えば、吸引装置は、エアロゾルを生成するためのエアロゾル源、及び生成されたエアロゾルに香味成分を付与するための香味源等を含む基材を用いて、香味成分が付与されたエアロゾルを生成する。ユーザは、吸引装置により生成された、香味成分が付与されたエアロゾルを吸引することで、香味を味わうことができる。ユーザがエアロゾルを吸引する動作を、以下ではパフ又はパフ動作とも称する。 Inhalation devices, such as electronic cigarettes and nebulizers, that produce substances that are inhaled by a user are widespread. For example, a suction device generates an aerosol to which a flavor component has been added using a base material that includes an aerosol source for generating an aerosol, a flavor source for imparting a flavor component to the generated aerosol, and the like. The user can taste the flavor by inhaling the aerosol to which the flavor component is added, which is generated by the suction device. The action of the user inhaling an aerosol will also be referred to below as a puff or a puff action.
 パフした際に味わう香味(以下、喫味とも称する)に対する好みは、ユーザごとに異なる。そのため、喫味に直接的な影響を与えるエアロゾル源を加熱する温度が、ユーザによりカスタマイズ可能であることが好ましい。下記特許文献1には、エアロゾル源を加熱する温度をユーザがカスタマイズする技術が開示されている。 Preferences for the flavor experienced when puffing (hereinafter also referred to as smoking flavor) differ from user to user. Therefore, it is preferable that the temperature at which the aerosol source is heated, which directly affects the taste, can be customized by the user. Patent Document 1 listed below discloses a technique in which a user customizes the temperature at which an aerosol source is heated.
国際公開第2019/104227号International Publication No. 2019/104227
 しかし、上記特許文献1に開示された技術では、エアロゾル源を加熱する温度がどのような影響を喫味に与えるかが、分かりにくいという問題があった。 However, the technique disclosed in Patent Document 1 has a problem in that it is difficult to understand how the temperature at which the aerosol source is heated affects the taste.
 そこで、本発明は、上記問題に鑑みてなされたものであり、本発明の目的とするところは、ユーザが思い通りの喫味を容易に実現可能なカスタマイズの仕組みを提供することにある。 Therefore, the present invention has been made in view of the above problems, and an object of the present invention is to provide a customization mechanism that allows the user to easily achieve the desired smoking taste.
 上記課題を解決するために、本発明のある観点によれば、基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更する制御部、を備える、情報処理装置が提供される。 In order to solve the above problems, according to one aspect of the present invention, parameters relating to the temperature at which the aerosol source is heated are used in an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material. An information processing device is provided that includes a control unit that changes control information that defines a time-series transition according to an evaluation that is input for an aerosol generated using the control information.
 前記情報処理装置は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数のタイミングのうち1つ以上の前記タイミングにおいて、前記評価の入力を受け付ける入力部をさらに備えてもよい。 The information processing device may further include an input unit that receives input of the evaluation at one or more of a plurality of timings included in a period in which aerosol is generated using the control information.
 前記制御部は、不適評価がされた1つ以上の前記タイミングにおける前記パラメータのうち、早いタイミングにおける前記パラメータから順に変更してもよい。 The control unit may sequentially change the parameters at the earliest timing among the parameters at the one or more timings at which an unsuitable evaluation has been made.
 前記制御部は、不適評価がされた前記タイミングを変更対象のタイミングとして選択し、前記変更対象のタイミングについて適評価が入力されるまで前記パラメータを変更することを含む第1の処理を実行することを、不適評価がされた1つ以上の前記タイミングのうち早い前記タイミングから順に前記変更対象のタイミングを切り替えながら繰り返してもよい。 The control unit selects the timing at which the unsuitable evaluation has been made as a timing to be changed, and executes a first process including changing the parameters until an appropriate evaluation is input for the timing to be changed. may be repeated while switching the timing to be changed in order from the earliest of the one or more timings evaluated as unsuitable.
 前記第1の処理は、前記変更対象のタイミングにおける前記パラメータを不適評価に基づいて変更し、変更後の前記制御情報に基づいてエアロゾルを生成するよう前記エアロゾル生成装置を制御し、変更後の前記制御情報を使用して生成されたエアロゾルに対する評価の入力を受け付けることを、前記変更対象のタイミングについて適評価が入力されるまで繰り返すことを含んでもよい。 The first process changes the parameters at the timing to be changed based on the unsuitability evaluation, controls the aerosol generation device to generate an aerosol based on the changed control information, and controls the aerosol generation device to generate an aerosol based on the changed control information. The method may include repeating the process of accepting input of an evaluation of the aerosol generated using the control information until an appropriate evaluation of the timing to be changed is input.
 前記制御部は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを、1つ以上の前記タイミングを含む複数のグループに分類し、不適評価がされた前記タイミングを含む前記グループを変更対象のグループとして選択し、前記変更対象のグループに含まれる全ての前記タイミングについて適評価が入力されるまで前記パラメータを変更することを含む第2の処理を実行することを、不適評価がされた前記タイミングを含む1つ以上の前記グループのうち早い前記グループから順に前記変更対象のグループを切り替えながら繰り返してもよい。 The control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups including one or more of the timings, and includes the timings that have been evaluated as unsuitable. Selecting the group as a group to be changed and performing a second process including changing the parameters until suitability evaluations are input for all the timings included in the group to be changed. It may be repeated while switching the group to be changed in order from the earliest of the one or more groups including the evaluated timing.
 前記第2の処理は、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを不適評価に従って変更し、変更後の制御情報に基づいてエアロゾルを生成するよう前記エアロゾル生成装置を制御し、変更後の前記制御情報を使用して生成されたエアロゾルに対する評価の入力を受け付けることを、前記変更対象のグループに含まれる全ての前記タイミングについて適評価が入力されるまで繰り返すことを含んでもよい。 The second process changes the parameters at one or more of the timings included in the group to be changed according to the unsuitability evaluation, and controls the aerosol generation device to generate aerosol based on the changed control information. The method may also include repeating accepting input of evaluations for the aerosol generated using the changed control information until appropriate evaluations are input for all of the timings included in the group to be changed. good.
 前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを不適評価に従って変更することは、前記変更対象のグループに含まれる1つ以上の前記タイミングについての評価の統計値に基づいて、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを変更することを含んでもよい。 Changing the parameters at one or more of the timings included in the group to be changed in accordance with the unsuitability evaluation includes: The method may include changing the parameter at one or more of the timings included in the group to be changed.
 前記変更対象のグループに含まれる1つ以上の前記タイミングの各々における前記パラメータを不適評価に従って変更することは、前記変更対象のグループに含まれる1つ以上の前記タイミングの各々についての評価の相対関係に基づいて、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを変更することを含んでもよい。 Changing the parameters for each of the one or more timings included in the group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for each of the one or more timings included in the group to be changed. The method may include changing the parameters at one or more of the timings included in the group to be changed based on.
 前記制御部は、前記グループに属する前記タイミングの数に基づいて、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを複数の前記グループに分類してもよい。 The control unit may classify a plurality of timings included in an aerosol generation period into a plurality of groups using the control information, based on the number of timings belonging to the group.
 前記制御部は、前記パラメータの時系列変化、又は前記評価の時系列変化に基づいて、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを複数の前記グループに分類してもよい。 The control unit classifies the plurality of timings included in a period in which aerosol is generated using the control information into a plurality of groups based on a time-series change in the parameter or a time-series change in the evaluation. It's okay.
 前記制御部は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングのうち前記パラメータが変更された第1のタイミングよりも後の第2のタイミングにおける前記パラメータを、前記第1のタイミングにおける前記パラメータの変更内容に応じて変更してもよい。 The control unit changes the parameters at a second timing subsequent to a first timing at which the parameters are changed among the plurality of timings included in a period in which aerosol is generated using the control information. The parameter may be changed depending on the content of the change in the parameter at the first timing.
 前記制御部は、前記パラメータを、限定された範囲内で変更してもよい。 The control unit may change the parameters within a limited range.
 前記制御部は、前記制御情報を使用してエアロゾルを生成する期間のうち限定された期間における前記パラメータを変更してもよい。 The control unit may use the control information to change the parameters during a limited period of the aerosol generation period.
 前記制御部は、前記パラメータの変更に応じて、前記制御情報を使用してエアロゾルを生成する期間の長さを変更してもよい。 The control unit may change the length of the aerosol generation period using the control information in accordance with the change in the parameter.
 また、上記課題を解決するために、本発明の別の観点によれば、基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更すること、を含む、情報処理方法が提供される。 Moreover, in order to solve the above-mentioned problem, according to another aspect of the present invention, the temperature at which the aerosol source is heated is used by an aerosol generation device that generates an aerosol by heating an aerosol source contained in a base material. An information processing method is provided, which includes changing control information that defines a time-series transition of a parameter related to an aerosol according to an evaluation input for an aerosol generated using the control information.
 また、上記課題を解決するために、本発明の別の観点によれば、コンピュータを、基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更する制御部、として機能させるためのプログラムが提供される。 Further, in order to solve the above problems, according to another aspect of the present invention, a computer is configured to generate an aerosol source that is used by an aerosol generation device that generates an aerosol by heating an aerosol source contained in a base material. A program is provided for functioning as a control unit that changes control information that defines a time-series transition of parameters related to heating temperature in accordance with an evaluation input for an aerosol generated using the control information. be done.
 以上説明したように本発明によれば、ユーザが思い通りの喫味を容易に実現可能なカスタマイズの仕組みが提供される。 As explained above, according to the present invention, a customization mechanism is provided that allows the user to easily achieve the desired smoking taste.
一実施形態に係るシステムの構成例を説明するための図である。FIG. 1 is a diagram for explaining an example configuration of a system according to an embodiment. 本実施形態に係る吸引装置の構成例を模式的に示す模式図である。FIG. 1 is a schematic diagram schematically showing a configuration example of a suction device according to the present embodiment. 本実施形態に係る端末装置の構成例を示すブロック図である。FIG. 2 is a block diagram showing a configuration example of a terminal device according to the present embodiment. 加熱プロファイルの一例を模式的に示すグラフである。3 is a graph schematically showing an example of a heating profile. 加熱プロファイルのカスタマイズの一例を模式的に示すグラフである。It is a graph schematically showing an example of customization of a heating profile. 加熱プロファイルのカスタマイズの一例を模式的に示すグラフである。It is a graph schematically showing an example of customization of a heating profile. 加熱プロファイルのカスタマイズの一例を模式的に示すグラフである。It is a graph schematically showing an example of customization of a heating profile. 本実施形態に係る端末装置において実行される加熱プロファイルのカスタマイズ処理の流れの一例を示すフローチャートである。It is a flowchart which shows an example of the flow of customization processing of the heating profile performed in the terminal device concerning this embodiment.
 以下に添付図面を参照しながら、本発明の好適な実施の形態について詳細に説明する。なお、本明細書及び図面において、実質的に同一の機能構成を有する構成要素については、同一の符号を付することにより重複説明を省略する。 Preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings. Note that, in this specification and the drawings, components having substantially the same functional configurations are designated by the same reference numerals and redundant explanation will be omitted.
 <1.構成例>
 (1)システムの構成例
 図1は、一実施形態に係るシステム1の構成例を説明するための図である。図1に示すように、システム1は、吸引装置100、及び端末装置200を含む。
<1. Configuration example>
(1) System configuration example FIG. 1 is a diagram for explaining a configuration example of a system 1 according to an embodiment. As shown in FIG. 1, the system 1 includes a suction device 100 and a terminal device 200.
 吸引装置100は、ユーザにより吸引される物質を生成する装置である。以下では、吸引装置100により生成される物質は、エアロゾルであるものとして説明する。他に、吸引装置により生成される物質は、気体であってもよい。吸引装置100は、スティック型基材150を使用して、エアロゾルを生成する。スティック型基材150は、エアロゾル源を含有する基材の一例である。吸引装置100は、基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置の一例である。 The suction device 100 is a device that generates a substance to be suctioned by a user. In the following, the substance generated by the suction device 100 will be described as an aerosol. Alternatively, the substance produced by the suction device may be a gas. The suction device 100 uses a stick-type base material 150 to generate an aerosol. Stick type substrate 150 is an example of a substrate containing an aerosol source. The suction device 100 is an example of an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material.
 端末装置200は、吸引装置100に関する各種情報処理を行う情報処理装置である。端末装置200は、吸引装置100のユーザにより使用される。端末装置200は、スマートフォン、タブレット端末、ウェアラブルデバイス、又はPC(Personal Computer)等の任意の装置であってよい。若しくは、端末装置200は、吸引装置100を充電する充電器であってもよい。 The terminal device 200 is an information processing device that performs various information processing regarding the suction device 100. The terminal device 200 is used by the user of the suction device 100. The terminal device 200 may be any device such as a smartphone, a tablet terminal, a wearable device, or a PC (Personal Computer). Alternatively, the terminal device 200 may be a charger that charges the suction device 100.
 端末装置200は、吸引装置100の設定を変更するために使用される。例えば、端末装置200は、吸引装置100の設定を変更するためのユーザ操作を受け付け、吸引装置100の設定を変更する。 The terminal device 200 is used to change the settings of the suction device 100. For example, the terminal device 200 receives a user operation for changing the settings of the suction device 100, and changes the settings of the suction device 100.
 (2)吸引装置の構成例
 図2は、本実施形態に係る吸引装置の構成例を模式的に示す模式図である。図2に示すように、吸引装置100は、電源部111、センサ部112、通知部113、記憶部114、通信部115、制御部116、加熱部121、保持部140、及び断熱部144を含む。
(2) Configuration example of suction device FIG. 2 is a schematic diagram schematically showing a configuration example of the suction device according to the present embodiment. As shown in FIG. 2, the suction device 100 includes a power supply section 111, a sensor section 112, a notification section 113, a storage section 114, a communication section 115, a control section 116, a heating section 121, a holding section 140, and a heat insulation section 144. .
 電源部111は、電力を蓄積する。そして、電源部111は、制御部116による制御に基づいて、吸引装置100の各構成要素に電力を供給する。電源部111は、例えば、リチウムイオン二次電池等の充電式バッテリにより構成され得る。 The power supply unit 111 stores power. Then, the power supply unit 111 supplies power to each component of the suction device 100 based on control by the control unit 116. The power supply unit 111 may be configured with a rechargeable battery such as a lithium ion secondary battery, for example.
 センサ部112は、吸引装置100に関する各種情報を取得する。一例として、センサ部112は、コンデンサマイクロホン等の圧力センサ、流量センサ又は温度センサ等により構成され、ユーザによる吸引に伴う値を取得する。他の一例として、センサ部112は、ボタン又はスイッチ等の、ユーザからの情報の入力を受け付ける入力装置により構成される。 The sensor unit 112 acquires various information regarding the suction device 100. As an example, the sensor unit 112 includes a pressure sensor such as a condenser microphone, a flow rate sensor, a temperature sensor, etc., and acquires a value associated with suction by the user. As another example, the sensor unit 112 is configured with an input device such as a button or a switch that receives information input from the user.
 通知部113は、情報をユーザに通知する。通知部113は、例えば、発光する発光装置、画像を表示する表示装置、音を出力する音出力装置、又は振動する振動装置等により構成される。 The notification unit 113 notifies the user of information. The notification unit 113 includes, for example, a light emitting device that emits light, a display device that displays an image, a sound output device that outputs sound, a vibration device that vibrates, or the like.
 記憶部114は、吸引装置100の動作のための各種情報を記憶する。記憶部114は、例えば、フラッシュメモリ等の不揮発性の記憶媒体により構成される。 The storage unit 114 stores various information for the operation of the suction device 100. The storage unit 114 is configured by, for example, a nonvolatile storage medium such as a flash memory.
 通信部115は、有線又は無線の任意の通信規格に準拠した通信を行うことが可能な通信インタフェースである。かかる通信規格としては、例えば、Wi-Fi(登録商標)、Bluetooth(登録商標)、NFC(Near Field Communication)、又はLPWA(Low Power Wide Area)を用いる規格等が採用され得る。 The communication unit 115 is a communication interface that can perform communication compliant with any wired or wireless communication standard. As such a communication standard, for example, a standard using Wi-Fi (registered trademark), Bluetooth (registered trademark), NFC (Near Field Communication), or LPWA (Low Power Wide Area) may be adopted.
 制御部116は、演算処理装置及び制御装置として機能し、各種プログラムに従って吸引装置100内の動作全般を制御する。制御部116は、例えばCPU(Central Processing Unit)、又はマイクロプロセッサ等の電子回路によって実現される。 The control unit 116 functions as an arithmetic processing device and a control device, and controls overall operations within the suction device 100 according to various programs. The control unit 116 is realized by, for example, an electronic circuit such as a CPU (Central Processing Unit) or a microprocessor.
 保持部140は、内部空間141を有し、内部空間141にスティック型基材150の一部を収容しながらスティック型基材150を保持する。保持部140は、内部空間141を外部に連通する開口142を有し、開口142から内部空間141に挿入されたスティック型基材150を保持する。例えば、保持部140は、開口142及び底部143を底面とする筒状体であり、柱状の内部空間141を画定する。保持部140には、内部空間141に空気を供給する空気流路が接続される。空気流路への空気の入口である空気流入孔は、例えば、吸引装置100の側面に配置される。空気流路から内部空間141への空気の出口である空気流出孔は、例えば、底部143に配置される。 The holding part 140 has an internal space 141 and holds the stick-type base material 150 while accommodating a part of the stick-type base material 150 in the internal space 141. The holding part 140 has an opening 142 that communicates the internal space 141 with the outside, and holds the stick-shaped base material 150 inserted into the internal space 141 through the opening 142. For example, the holding part 140 is a cylindrical body having an opening 142 and a bottom part 143 as the bottom surface, and defines a columnar internal space 141. An air flow path that supplies air to the internal space 141 is connected to the holding portion 140 . An air inflow hole, which is an inlet of air to the air flow path, is arranged on a side surface of the suction device 100, for example. An air outlet hole, which is an outlet for air from the air flow path to the internal space 141, is arranged at the bottom 143, for example.
 スティック型基材150は、基材部151、及び吸口部152を含む。基材部151は、エアロゾル源を含む。エアロゾル源は、例えば、グリセリン及びプロピレングリコール等の多価アルコール、並びに水等の液体である。エアロゾル源は、たばこ由来又は非たばこ由来の香味成分を含んでいてもよい。吸引装置100がネブライザ等の医療用吸入器である場合、エアロゾル源は、薬剤を含んでもよい。なお、本構成例において、エアロゾル源は液体に限られるものではなく、固体であってもよい。スティック型基材150が保持部140に保持された状態において、基材部151の少なくとも一部は内部空間141に収容され、吸口部152の少なくとも一部は開口142から突出する。そして、開口142から突出した吸口部152をユーザが咥えて吸引すると、図示しない空気流路を経由して内部空間141に空気が流入し、基材部151から発生するエアロゾルと共にユーザの口内に到達する。 The stick-type base material 150 includes a base portion 151 and a mouthpiece portion 152. Base portion 151 includes an aerosol source. Aerosol sources are, for example, polyhydric alcohols such as glycerin and propylene glycol, and liquids such as water. The aerosol source may include flavor components of tobacco or non-tobacco origin. If the suction device 100 is a medical inhaler, such as a nebulizer, the aerosol source may include a drug. Note that in this configuration example, the aerosol source is not limited to a liquid, and may be a solid. In a state where the stick-shaped base material 150 is held by the holding part 140, at least a portion of the base material part 151 is accommodated in the internal space 141, and at least a part of the mouthpiece part 152 protrudes from the opening 142. When the user holds the mouthpiece 152 protruding from the opening 142 and sucks it, air flows into the internal space 141 via an air flow path (not shown) and reaches the user's mouth together with the aerosol generated from the base member 151. do.
 加熱部121は、エアロゾル源を加熱することで、エアロゾル源を霧化してエアロゾルを生成する。図2に示した例では、加熱部121は、フィルム状に構成され、保持部140の外周を覆うように配置される。そして、加熱部121が発熱すると、スティック型基材150の基材部151が外周から加熱され、エアロゾルが生成される。加熱部121は、電源部111から給電されると発熱する。一例として、ユーザが吸引を開始したこと、及び/又は所定の情報が入力されたことが、センサ部112により検出された場合に、給電されてもよい。そして、ユーザが吸引を終了したこと、及び/又は所定の情報が入力されたことが、センサ部112により検出された場合に、給電が停止されてもよい。 The heating unit 121 atomizes the aerosol source to generate aerosol by heating the aerosol source. In the example shown in FIG. 2, the heating section 121 is configured in a film shape and is arranged to cover the outer periphery of the holding section 140. When the heating part 121 generates heat, the base material part 151 of the stick-type base material 150 is heated from the outer periphery, and an aerosol is generated. The heating unit 121 generates heat when supplied with power from the power supply unit 111 . As an example, power may be supplied when the sensor unit 112 detects that the user has started suctioning and/or that predetermined information has been input. Then, when the sensor unit 112 detects that the user has finished suctioning and/or that predetermined information has been input, the power supply may be stopped.
 断熱部144は、加熱部121から他の構成要素への伝熱を防止する。例えば、断熱部144は、真空断熱材、又はエアロゲル断熱材等により構成される。 The heat insulating section 144 prevents heat transfer from the heating section 121 to other components. For example, the heat insulating section 144 is made of a vacuum heat insulating material, an airgel heat insulating material, or the like.
 以上、吸引装置100の構成例を説明した。もちろん吸引装置100の構成は上記に限定されず、以下に例示する多様な構成をとり得る。 The configuration example of the suction device 100 has been described above. Of course, the configuration of the suction device 100 is not limited to the above, and may take various configurations as exemplified below.
 一例として、加熱部121は、ブレード状に構成され、保持部140の底部143から内部空間141に突出するように配置されてもよい。その場合、ブレード状の加熱部121は、スティック型基材150の基材部151に挿入され、スティック型基材150の基材部151を内部から加熱する。他の一例として、加熱部121は、保持部140の底部143を覆うように配置されてもよい。また、加熱部121は、保持部140の外周を覆う第1の加熱部、ブレード状の第2の加熱部、及び保持部140の底部143を覆う第3の加熱部のうち、2以上の組み合わせとして構成されてもよい。 As an example, the heating unit 121 may be configured in a blade shape and arranged to protrude from the bottom 143 of the holding unit 140 into the internal space 141. In that case, the blade-shaped heating unit 121 is inserted into the base portion 151 of the stick-type base material 150 and heats the base portion 151 of the stick-type base material 150 from inside. As another example, the heating part 121 may be arranged to cover the bottom part 143 of the holding part 140. In addition, the heating section 121 is a combination of two or more of a first heating section that covers the outer periphery of the holding section 140 , a second heating section shaped like a blade, and a third heating section that covers the bottom 143 of the holding section 140 . It may be configured as
 他の一例として、保持部140は、内部空間141を形成する外殻の一部を開閉する、ヒンジ等の開閉機構を含んでいてもよい。そして、保持部140は、外殻を開閉することで、内部空間141に挿入されたスティック型基材150を挟持してもよい。その場合、加熱部121は、保持部140における当該挟持箇所に設けられ、スティック型基材150を押圧しながら加熱してもよい。 As another example, the holding part 140 may include an opening/closing mechanism such as a hinge that opens and closes a part of the outer shell that forms the internal space 141. The holding part 140 may hold the stick-shaped base material 150 inserted into the internal space 141 by opening and closing the outer shell. In that case, the heating unit 121 may be provided at the relevant clamping location in the holding unit 140 and may heat the stick-shaped base material 150 while pressing it.
 また、エアロゾル源を霧化する手段は、加熱部121による加熱に限定されない。例えば、エアロゾル源を霧化する手段は、誘導加熱であってもよい。その場合、吸引装置100は、加熱部121の代わりに、磁場を発生させるコイル等の電磁誘導源を少なくとも有する。誘導加熱により発熱するサセプタは、吸引装置100に設けられていてもよいし、スティック型基材150に含まれていてもよい。 Further, the means for atomizing the aerosol source is not limited to heating by the heating unit 121. For example, the means of atomizing the aerosol source may be induction heating. In that case, the suction device 100 includes at least an electromagnetic induction source such as a coil that generates a magnetic field instead of the heating unit 121. The susceptor that generates heat by induction heating may be provided in the suction device 100 or may be included in the stick-shaped base material 150.
 なお、吸引装置100は、スティック型基材150と協働することで、ユーザに吸引されるエアロゾルを生成する。そのため、吸引装置100及びスティック型基材150の組み合わせは、エアロゾル生成システムとして捉えられてもよい。 Note that the suction device 100 works together with the stick-shaped base material 150 to generate an aerosol that is suctioned by the user. Therefore, the combination of the suction device 100 and the stick-type base material 150 may be regarded as an aerosol generation system.
 (3)端末装置の構成例
 図3は、本実施形態に係る端末装置200の構成例を示すブロック図である。図3に示すように、端末装置200は、入力部210、出力部220、検出部230、通信部240、記憶部250、及び制御部260を含む。
(3) Configuration example of terminal device FIG. 3 is a block diagram showing a configuration example of the terminal device 200 according to the present embodiment. As shown in FIG. 3, the terminal device 200 includes an input section 210, an output section 220, a detection section 230, a communication section 240, a storage section 250, and a control section 260.
 入力部210は、各種情報の入力を受け付ける機能を有する。入力部210は、ユーザからの情報の入力を受け付ける入力装置を含んでいてもよい。入力装置としては、例えば、ボタン、キーボード、タッチパネル、及びマイク等が挙げられる。他にも、入力部210は、画像センサ等の各種センサを含んでいてもよい。 The input unit 210 has a function of accepting input of various information. Input unit 210 may include an input device that accepts information input from a user. Examples of the input device include buttons, keyboards, touch panels, and microphones. In addition, the input unit 210 may include various sensors such as an image sensor.
 出力部220は、情報を出力する機能を有する。出力部220は、ユーザに対し情報を出力する出力装置を含んでいてもよい。出力装置としては、例えば、情報を表示する表示装置、発光する発光装置、振動する振動装置、及び音を出力する音出力装置等が挙げられる。表示装置の一例は、ディスプレイである。発光装置の一例は、LED(Light Emitting Diode)である。振動装置の一例は、偏心モータである。音出力装置の一例は、スピーカである。出力部220は、制御部260から入力された情報を出力することで、情報をユーザに通知する。 The output unit 220 has a function of outputting information. The output unit 220 may include an output device that outputs information to the user. Examples of the output device include a display device that displays information, a light emitting device that emits light, a vibration device that vibrates, and a sound output device that outputs sound. An example of a display device is a display. An example of a light emitting device is an LED (Light Emitting Diode). An example of a vibrating device is an eccentric motor. An example of a sound output device is a speaker. The output unit 220 notifies the user of the information by outputting the information input from the control unit 260.
 検出部230は、端末装置200に関する情報を検出する機能を有する。検出部230は、端末装置200の位置情報を検出してもよい。例えば、検出部230は、GNSS(Global Navigation Satellite System)衛星からのGNSS信号(例えば、GPS(Global Positioning System)衛星からのGPS信号)を受信して装置の緯度、及び経度から成る位置情報を検出する。検出部230は、端末装置200の動きを検出してもよい。例えば、検出部230は、ジャイロセンサ及び加速度センサを含み、角速度及び加速度を検出する。 The detection unit 230 has a function of detecting information regarding the terminal device 200. The detection unit 230 may detect position information of the terminal device 200. For example, the detection unit 230 receives a GNSS signal from a GNSS (Global Navigation Satellite System) satellite (e.g., a GPS signal from a GPS (Global Positioning System) satellite) and detects position information consisting of latitude and longitude of the device. do. The detection unit 230 may detect the movement of the terminal device 200. For example, the detection unit 230 includes a gyro sensor and an acceleration sensor, and detects angular velocity and acceleration.
 通信部240は、端末装置200と他の装置との間で情報の送受信を行うための、通信インタフェースである。通信部240は、有線又は無線の任意の通信規格に準拠した通信を行う。かかる通信規格としては、例えば、USB(Universal Serial Bus)、Wi-Fi(登録商標)、Bluetooth(登録商標)、NFC(Near Field Communication)、又はLPWA(Low Power Wide Area)を用いる規格等が採用され得る。 The communication unit 240 is a communication interface for transmitting and receiving information between the terminal device 200 and other devices. The communication unit 240 performs communication based on any wired or wireless communication standard. Examples of such communication standards include standards using USB (Universal Serial Bus), Wi-Fi (registered trademark), Bluetooth (registered trademark), NFC (Near Field Communication), or LPWA (Low Power Wide Area). can be done.
 記憶部250は、各種情報を記憶する。記憶部250は、例えば、フラッシュメモリ等の不揮発性の記憶媒体により構成される。 The storage unit 250 stores various information. The storage unit 250 is configured by, for example, a nonvolatile storage medium such as a flash memory.
 制御部260は、演算処理装置又は制御装置として機能し、各種プログラムに従って端末装置200内の動作全般を制御する。制御部260は、例えばCPU(Central Processing Unit)、又はマイクロプロセッサ等の電子回路によって実現される。他に、制御部260は、使用するプログラム及び演算パラメータ等を記憶するROM(Read Only Memory)、並びに適宜変化するパラメータ等を一時記憶するRAM(Random Access Memory)を含んでいてもよい。端末装置200は、制御部260による制御に基づいて、各種処理を実行する。入力部210により入力された情報の処理、出力部220による情報の出力、検出部230による情報の検出、通信部240による情報の送受信、並びに記憶部250による情報の記憶及び読み出しは、制御部260により制御される処理の一例である。各構成要素への情報の入力、及び各構成要素から出力された情報に基づく処理等、端末装置200により実行されるその他の処理も、制御部260により制御される。 The control unit 260 functions as an arithmetic processing device or a control device, and controls overall operations within the terminal device 200 according to various programs. The control unit 260 is realized by, for example, an electronic circuit such as a CPU (Central Processing Unit) or a microprocessor. In addition, the control unit 260 may include a ROM (Read Only Memory) that stores programs to be used, calculation parameters, etc., and a RAM (Random Access Memory) that temporarily stores parameters that change as appropriate. The terminal device 200 executes various processes based on control by the control unit 260. The control unit 260 processes information input by the input unit 210, outputs the information by the output unit 220, detects the information by the detection unit 230, transmits and receives information by the communication unit 240, and stores and reads information by the storage unit 250. This is an example of processing controlled by. Other processes executed by the terminal device 200, such as inputting information to each component and processing based on information output from each component, are also controlled by the control unit 260.
 なお、制御部260の機能は、アプリケーションを用いて実現されてもよい。当該アプリケーションは、プリインストールされていてもよいし、ダウンロードされてもよい。また、制御部260の機能は、PWA(Progressive Web Apps)により実現されてもよい。 Note that the functions of the control unit 260 may be realized using an application. The application may be preinstalled or may be downloaded. Further, the functions of the control unit 260 may be realized by PWA (Progressive Web Apps).
 <2.技術的特徴>
 (1)加熱プロファイル
 制御部116は、加熱プロファイルに基づいて、加熱部121の動作を制御する。加熱部121の動作の制御は、電源部111から加熱部121への給電を制御することにより、実現される。加熱部121は、電源部111から供給された電力を使用してスティック型基材150を加熱する。
<2. Technical features>
(1) Heating Profile The control unit 116 controls the operation of the heating unit 121 based on the heating profile. Control of the operation of the heating section 121 is achieved by controlling power supply from the power supply section 111 to the heating section 121. The heating unit 121 heats the stick-shaped base material 150 using the electric power supplied from the power supply unit 111.
 加熱プロファイルとは、エアロゾル源を加熱する温度を制御するための制御情報である。加熱プロファイルは、エアロゾル源を加熱する温度に関するパラメータを規定する。エアロゾル源を加熱する温度の一例は、加熱部121の温度である。エアロゾル源を加熱する温度に関するパラメータの一例は、加熱部121の温度の目標値(以下、目標温度とも称する)である。加熱部121の温度は加熱開始からの経過時間に応じて変化するよう制御されてもよい。その場合、加熱プロファイルは、目標温度の時系列推移を規定する情報を含む。他の一例として、加熱プロファイルは、加熱部121への電力の供給方式を規定するパラメータ(以下、給電パラメータとも称する)を含み得る。給電パラメータは、例えば、加熱部121に印可される電圧、加熱部121への給電のON/OFF、又は採用すべきフィードバック制御の方式等を含む。加熱部121への給電ON/OFFは、加熱部121のON/OFFとして捉えられてもよい。 The heating profile is control information for controlling the temperature at which the aerosol source is heated. The heating profile defines parameters regarding the temperature at which the aerosol source is heated. An example of the temperature at which the aerosol source is heated is the temperature of the heating section 121. An example of a parameter related to the temperature at which the aerosol source is heated is a target value for the temperature of the heating section 121 (hereinafter also referred to as target temperature). The temperature of the heating unit 121 may be controlled to change depending on the elapsed time from the start of heating. In that case, the heating profile includes information that defines the time series transition of the target temperature. As another example, the heating profile may include parameters (hereinafter also referred to as power supply parameters) that define a method of supplying power to the heating unit 121. The power supply parameters include, for example, the voltage applied to the heating unit 121, ON/OFF of power supply to the heating unit 121, the feedback control method to be adopted, and the like. Turning on/off the power supply to the heating unit 121 may be regarded as turning the heating unit 121 on/off.
 制御部116は、加熱部121の温度(以下、実温度とも称する)が、加熱プロファイルにおいて規定された目標温度と同様に推移するように、加熱部121の動作を制御する。加熱プロファイルは、典型的には、スティック型基材150から生成されるエアロゾルをユーザが吸引した際にユーザが味わう香味が最適になるように設計される。よって、加熱プロファイルに基づいて加熱部121の動作を制御することにより、ユーザが味わう香味を最適にすることができる。 The control unit 116 controls the operation of the heating unit 121 so that the temperature of the heating unit 121 (hereinafter also referred to as actual temperature) changes in the same manner as the target temperature defined in the heating profile. The heating profile is typically designed to optimize the flavor experienced by the user when the user inhales the aerosol generated from the stick-shaped substrate 150. Therefore, by controlling the operation of the heating unit 121 based on the heating profile, the flavor that the user enjoys can be optimized.
 加熱部121の温度制御は、例えば公知のフィードバック制御によって実現できる。フィードバック制御は、例えばPID制御(Proportional-Integral-Differential Controller)であってよい。制御部116は、電源部111からの電力を、パルス幅変調(PWM)又はパルス周波数変調(PFM)によるパルスの形態で、加熱部121に供給させ得る。その場合、制御部116は、フィードバック制御において、電力パルスのデューティ比、又は周波数を調整することによって、加熱部121の温度制御を行うことができる。若しくは、制御部116は、フィードバック制御において、単純なオン/オフ制御を行ってもよい。例えば、制御部116は、実温度が目標温度に到達するまで加熱部121による加熱を実行し、実温度が目標温度に到達した場合に加熱部121による加熱を中断し、実温度が目標温度より低くなると加熱部121による加熱を再開してもよい。 Temperature control of the heating section 121 can be realized, for example, by known feedback control. The feedback control may be, for example, PID control (Proportional-Integral-Differential Controller). The control unit 116 can cause the power from the power supply unit 111 to be supplied to the heating unit 121 in the form of pulses using pulse width modulation (PWM) or pulse frequency modulation (PFM). In that case, the control unit 116 can control the temperature of the heating unit 121 by adjusting the duty ratio or frequency of the power pulse in feedback control. Alternatively, the control unit 116 may perform simple on/off control in feedback control. For example, the control unit 116 causes the heating unit 121 to perform heating until the actual temperature reaches the target temperature, and when the actual temperature reaches the target temperature, interrupts the heating by the heating unit 121 so that the actual temperature is lower than the target temperature. When the temperature becomes low, heating by the heating unit 121 may be restarted.
 加熱部121の温度は、例えば、加熱部121(より正確には、加熱部121を構成する発熱抵抗体)の電気抵抗値を測定又は推定することによって定量できる。これは、発熱抵抗体の電気抵抗値が、温度に応じて変化するためである。発熱抵抗体の電気抵抗値は、例えば、発熱抵抗体での電圧低下量を測定することによって推定できる。発熱抵抗体での電圧低下量は、発熱抵抗体に印加される電位差を測定する電圧センサによって測定できる。他の例では、加熱部121の温度は、加熱部121付近に設置されたサーミスタ等の温度センサによって測定されることができる。 The temperature of the heating section 121 can be quantified, for example, by measuring or estimating the electrical resistance value of the heating section 121 (more precisely, the heating resistor that constitutes the heating section 121). This is because the electrical resistance value of the heating resistor changes depending on the temperature. The electrical resistance value of the heating resistor can be estimated, for example, by measuring the amount of voltage drop across the heating resistor. The amount of voltage drop across the heating resistor can be measured by a voltage sensor that measures the potential difference applied to the heating resistor. In another example, the temperature of the heating section 121 can be measured by a temperature sensor, such as a thermistor, installed near the heating section 121.
 スティック型基材150を用いてエアロゾルを生成する処理が開始してから終了するまでの期間を、以下では加熱セッションとも称する。換言すると、加熱セッションとは、加熱プロファイルに基づいて加熱部121への給電が制御される期間である。加熱セッションの始期は、加熱プロファイルに基づく加熱が開始されるタイミングである。加熱セッションの終期は、十分な量のエアロゾルが生成されなくなったタイミングである。加熱セッションは、前半の予備加熱期間、及び後半のパフ可能期間を含む。パフ可能期間とは、十分な量のエアロゾルが発生すると想定される期間である。予備加熱期間とは、加熱が開始されてからパフ可能期間が開始されるまでの期間である。予備加熱期間において行われる加熱は、予備加熱とも称される。 The period from the start to the end of the process of generating an aerosol using the stick-type base material 150 is hereinafter also referred to as a heating session. In other words, a heating session is a period in which power supply to the heating unit 121 is controlled based on the heating profile. The beginning of a heating session is the timing at which heating based on the heating profile is started. The end of the heating session is when a sufficient amount of aerosol is no longer produced. The heating session includes a preheating period in the first half and a puffable period in the second half. The puffable period is a period during which a sufficient amount of aerosol is expected to be generated. The preheating period is the period from when heating starts until the puffable period starts. The heating performed during the preheating period is also referred to as preheating.
 通知部113は、予備加熱が終了するタイミングを示す情報をユーザに通知してもよい。例えば、通知部113は、予備加熱が終了する前に予備加熱の終了を予告する情報を通知したり、予備加熱が終了したタイミングで予備加熱が終了したことを示す情報を通知したりする。ユーザへの通知は、例えば、LEDの点灯又は振動等により行われ得る。ユーザは、かかる通知を参考に、予備加熱の終了直後からパフを行うことが可能となる。 The notification unit 113 may notify the user of information indicating the timing at which preheating ends. For example, the notification unit 113 may notify information that foretells the end of preheating before the end of preheating, or may notify information indicating that preheating has ended at the timing when preheating has ended. The user may be notified by, for example, lighting an LED or vibrating. The user can refer to this notification and start puffing immediately after the end of preheating.
 同様に、通知部113は、パフ可能期間が終了するタイミングを示す情報をユーザに通知してもよい。例えば、通知部113は、パフ可能期間が終了する前にパフ可能期間の終了を予告する情報を通知したり、パフ可能期間が終了したタイミングでパフ可能期間が終了したことを示す情報を通知したりする。ユーザへの通知は、例えば、LEDの点灯又は振動等により行われ得る。ユーザは、かかる通知を参考に、パフ可能期間が終了するまでパフを行うことが可能となる。 Similarly, the notification unit 113 may notify the user of information indicating the timing at which the puffable period ends. For example, the notification unit 113 may notify information foretelling the end of the puffable period before the puffable period ends, or notify information indicating that the puffable period has ended at the timing when the puffable period has ended. or The user may be notified by, for example, lighting an LED or vibrating. The user is able to puff until the puffing period ends with reference to this notification.
 加熱プロファイルの一例を、図4を参照しながら説明する。図4は、加熱プロファイルの一例を模式的に示すグラフである。グラフ20Aの横軸は、時間(秒)である。グラフ20Aの縦軸は、目標温度である。線21Aは、目標温度の時系列推移を示している。図4に示すように、目標温度は、加熱開始後300℃付近まで急速に上昇し、その後230℃程度に低下し、その後260℃程度まで再度上昇してもよい。かかる加熱プロファイルに基づく加熱が実行された場合、加熱部121の温度は、加熱開始後300℃付近まで急速に上昇し、その後230℃程度に低下し、その後260℃程度まで再度上昇する。 An example of the heating profile will be explained with reference to FIG. 4. FIG. 4 is a graph schematically showing an example of a heating profile. The horizontal axis of the graph 20A is time (seconds). The vertical axis of the graph 20A is the target temperature. Line 21A shows the time series transition of the target temperature. As shown in FIG. 4, the target temperature may rapidly rise to around 300°C after heating starts, then drop to around 230°C, and then rise again to around 260°C. When heating based on such a heating profile is performed, the temperature of the heating section 121 rapidly rises to around 300°C after heating starts, then decreases to around 230°C, and then rises again to around 260°C.
 図4に示した例では、加熱開始から325秒程度の期間が加熱セッションである。加熱セッションのうち、加熱開始から20秒後までが予備加熱期間であり、加熱開始から20秒後以降がパフ可能期間である。 In the example shown in FIG. 4, the heating session is a period of about 325 seconds from the start of heating. In the heating session, the period up to 20 seconds after the start of heating is the preliminary heating period, and the period after 20 seconds after the start of heating is the puffable period.
 (2)加熱プロファイルのカスタマイズ
 制御部260は、吸引装置100により使用される加熱プロファイルを、当該加熱プロファイルを使用して生成されたエアロゾルに対して入力された評価に応じて変更する。入力され得る評価としては、喫味が適切である旨を示す適評価、及び喫味が不適切である旨を示す不適評価が挙げられる。入力され得る不適評価としては、喫味が弱いことを示す弱評価、及び喫味が強いことを示す強評価が挙げられる。一例として、制御部260は、適評価が入力された場合には加熱プロファイルを変更しなくてもよい。他の一例として、制御部260は、弱評価が入力された場合には、目標温度を上昇させてもよい。その場合、喫味を強めることが可能となる。他の一例として、制御部260は、強評価が入力された場合には、目標温度を低下させてもよい。その場合、喫味を弱めることが可能となる。かかる構成によれば、ユーザは、目標温度を直接的に指定せずとも、喫味を評価するだけで、思い通りの喫味が送達される加熱プロファイルを自動的に生成させることが可能となる。
(2) Customization of heating profile The control unit 260 changes the heating profile used by the suction device 100 according to the evaluation input for the aerosol generated using the heating profile. Examples of evaluations that can be input include an appropriate evaluation indicating that the flavor is appropriate, and an unsuitable evaluation indicating that the flavor is inappropriate. Examples of unsuitability evaluations that may be input include weak evaluations indicating that the flavor is weak, and strong evaluations indicating that the flavor is strong. As an example, the control unit 260 does not need to change the heating profile when the suitability evaluation is input. As another example, the control unit 260 may increase the target temperature when a weak evaluation is input. In that case, it becomes possible to intensify the smoking taste. As another example, the control unit 260 may lower the target temperature when a strong evaluation is input. In that case, it becomes possible to weaken the smoking taste. According to this configuration, the user can automatically generate a heating profile that delivers the desired flavor by simply evaluating the flavor without directly specifying the target temperature.
 入力部210は、加熱セッションに含まれる複数のタイミングのうち1つ以上のタイミングにおいて、評価の入力を受け付ける。評価の入力を受け付けるタイミングの一例は、パフが行われるタイミング(以下、パフタイミングとも称する)である。例えば、ユーザは、パフを行う度に、喫味に応じて評価を入力する。かかる構成によれば、ユーザは、パフタイミングが到来する度に、即ちパフを行う度に喫味を評価するだけで、思い通りの喫味が送達されるよう加熱プロファイルをカスタマイズすることが可能となる。 The input unit 210 receives evaluation input at one or more timings among the plurality of timings included in the heating session. An example of the timing at which the evaluation input is accepted is the timing at which puffing is performed (hereinafter also referred to as puffing timing). For example, each time the user puffs, he or she inputs an evaluation based on the taste. According to this configuration, the user can customize the heating profile to deliver the desired flavor by simply evaluating the flavor each time the puff timing arrives, that is, each time the user puffs.
 一例として、出力部220は、加熱セッションにおいてパフタイミングが到来する度に、喫味の評価を入力するようユーザに問い合わせる画面を表示してもよい。そして、ユーザは、かかる問い合わせに応じて、評価を入力部210に入力してもよい。かかる構成によれば、ユーザはパフを行いながら、直感的に加熱プロファイルをカスタマイズすることが可能となる。 As an example, the output unit 220 may display a screen that asks the user to input an evaluation of the smoking taste each time the puff timing arrives in the heating session. The user may then input the evaluation into the input section 210 in response to such inquiry. According to this configuration, the user can intuitively customize the heating profile while puffing.
 なお、パフタイミングは、予め規定されていてもよい。その場合、パフタイミングが到来する度に、出力部220は、パフを行うようユーザに促す画面を出力してもよい。他に、パフタイミングは予め規定されていなくてもよい。その場合、ユーザがパフを行ったことが吸引装置100により検出される度に、出力部220は、喫味の評価を入力するようユーザに問い合わせる画面を表示してもよい。 Note that the puff timing may be defined in advance. In that case, each time the puff timing arrives, the output unit 220 may output a screen prompting the user to puff. Alternatively, the puff timing may not be predefined. In that case, each time the suction device 100 detects that the user has puffed, the output unit 220 may display a screen asking the user to input an evaluation of the smoking taste.
 制御部260は、不適評価がされた1つ以上のパフタイミングにおける目標温度のうち、早いパフタイミングにおける目標温度から順に変更してもよい。あるパフタイミングにおける目標温度の変更は、当該パフタイミングにおける喫味だけでなく、当該パフタイミング以降のパフタイミングにおける喫味にも影響を与え得る。当該パフタイミング以降のパフタイミングにおける、エアロゾル源の残量及び加熱部121の温度が変化し得るためである。従って、早いパフタイミングにおける目標温度から順に変更することで、手戻りを防止して効率的に加熱プロファイルをカスタマイズすることが可能となる。 The control unit 260 may sequentially change the target temperature at the earliest puff timing among the target temperatures at one or more puff timings that have been evaluated as inappropriate. A change in the target temperature at a certain puff timing can affect not only the taste at that puff timing but also the taste at puff timings after the puff timing. This is because the remaining amount of the aerosol source and the temperature of the heating unit 121 may change at puff timings after the puff timing. Therefore, by sequentially changing the target temperature starting from the earlier puff timing, it is possible to prevent rework and efficiently customize the heating profile.
 -パフタイミング単位での目標温度の変更
 制御部260は、パフタイミング単位で、目標温度を変更してもよい。その場合、制御部260は、不適評価がされたパフタイミングを変更対象のパフタイミングとして選択する。そして、制御部260は、変更対象のパフタイミングについて適評価が入力されるまで目標温度を変更することを含む第1の処理を実行する。ただし、制御部260は、第1の処理を、不適評価がされた1つ以上のパフタイミングのうち早いパフタイミングから順に、変更対象のパフタイミングを切り替えながら繰り返す。第1の処理が、不適評価がされた全てのパフタイミングについて実行された場合、加熱セッションに含まれる全てのパフタイミングについて、適評価が入力されることとなる。これにより、全てのパフタイミングにおいて適切な喫味をユーザに送達可能な加熱プロファイルを、生成することが可能となる。
- Changing the target temperature in units of puff timings The control unit 260 may change the target temperature in units of puff timings. In that case, the control unit 260 selects the puff timing evaluated as unsuitable as the puff timing to be changed. Then, the control unit 260 executes the first process including changing the target temperature until an appropriateness evaluation is input for the puff timing to be changed. However, the control unit 260 repeats the first process while switching the puff timing to be changed in order from the earliest puff timing among the one or more puff timings that have been evaluated as inappropriate. When the first process is executed for all puff timings that have been evaluated as unsuitable, appropriate evaluations will be input for all puff timings included in the heating session. This makes it possible to generate a heating profile that can deliver an appropriate drinking taste to the user at all puff timings.
 第1の処理は、変更対象のパフタイミングにおける目標温度を不適評価に基づいて変更し、変更後の加熱プロファイルに基づいてエアロゾルを生成するよう吸引装置100を制御し、変更後の加熱プロファイルを使用して生成されたエアロゾルに対する評価の入力を受け付けることを、変更対象のパフタイミングについて適評価が入力されるまで繰り返すことを含む。即ち、変更対象のパフタイミングにおける目標温度の変更、変更後の加熱プロファイルに基づく加熱、及び評価の入力が、変更対象のパフタイミングについて適評価が入力されるまで繰り返される。かかる構成によれば、パフタイミング単位でトライアンドエラーを繰り返しながら、思い通りの喫味が送達されるよう加熱プロファイルをカスタマイズすることが可能となる。 The first process is to change the target temperature at the puff timing to be changed based on the unsuitability evaluation, control the suction device 100 to generate aerosol based on the changed heating profile, and use the changed heating profile. The method includes repeating the process of accepting input of an evaluation of the aerosol generated by the process until an appropriate evaluation of the puff timing to be changed is input. That is, changing the target temperature at the puff timing to be changed, heating based on the changed heating profile, and inputting the evaluation are repeated until an appropriate evaluation is input for the puff timing to be changed. According to this configuration, it is possible to customize the heating profile so that the desired flavor is delivered while repeating trial and error in units of puff timing.
 なお、変更対象のパフタイミングにおける目標温度を不適評価に基づいて変更することとして、制御部260は、変更対象のパフタイミングにおける評価が弱評価であった場合、当該変更対象のパフタイミングにおける目標温度を上昇させ得る。他方、変更対象のパフタイミングにおける目標温度を不適評価に基づいて変更することとして、制御部260は、変更対象のパフタイミングにおける評価が強評価であった場合、当該変更対象のパフタイミングにおける目標温度を低下させ得る。 Note that when changing the target temperature at the puff timing to be changed based on the unsuitable evaluation, the control unit 260 changes the target temperature at the puff timing to be changed if the evaluation at the puff timing to be changed is a weak evaluation. can be increased. On the other hand, when changing the target temperature at the puff timing to be changed based on the unsuitable evaluation, the control unit 260 changes the target temperature at the puff timing to be changed if the evaluation at the puff timing to be changed is a strong evaluation. can be reduced.
 また、変更後の加熱プロファイルに基づいてエアロゾルを生成するよう吸引装置100を制御することとして、制御部260は、変更後の加熱プロファイルを示す情報を吸引装置100へ送信するよう通信部240を制御し得る。変更後の加熱プロファイルを示す情報としては、変更後の加熱プロファイルそのもの、又は加熱プロファイルの変更前後の差分を示す情報が挙げられる。これにより、吸引装置100は、次回以降の加熱を、変更後の加熱プロファイルに基づいて実行することができる。 Furthermore, in order to control the suction device 100 to generate an aerosol based on the changed heating profile, the control unit 260 controls the communication unit 240 to transmit information indicating the changed heating profile to the suction device 100. It is possible. The information indicating the heating profile after the change includes information indicating the heating profile itself after the change, or the difference between the heating profile before and after the change. Thereby, the suction device 100 can perform the next heating based on the changed heating profile.
 また、変更後の加熱プロファイルを使用して生成されたエアロゾルに対する評価の入力を受け付けることとして、制御部260は、スティック型基材150を差し替えて加熱を実行するよう促す情報を出力するよう出力部220を制御し得る。さらに、制御部260は、変更後の加熱プロファイルに基づく加熱が実行された場合、パフタイミングが到来する度にパフを行って評価を入力するよう促す情報を出力するよう出力部220を制御し得る。 In addition, in order to receive an input of evaluation for the aerosol generated using the changed heating profile, the control unit 260 causes the output unit to output information prompting the stick-shaped base material 150 to be replaced and heating to be performed. 220 can be controlled. Further, when heating is performed based on the changed heating profile, the control unit 260 may control the output unit 220 to output information prompting the user to puff and input an evaluation every time the puffing timing arrives. .
 以下、図4に示した加熱プロファイルを、パフタイミング単位でカスタマイズする具体例について、図5を参照しながら説明する。 Hereinafter, a specific example of customizing the heating profile shown in FIG. 4 for each puff timing will be described with reference to FIG. 5.
 図5は、加熱プロファイルのカスタマイズの一例を模式的に示すグラフである。グラフ20Bの横軸は、時間(秒)である。グラフ20Bの縦軸は、目標温度である。線21Aは、カスタマイズ前の目標温度の時系列推移を示している。線21Bは、カスタマイズ後の目標温度の時系列推移を示している。 FIG. 5 is a graph schematically showing an example of customizing the heating profile. The horizontal axis of graph 20B is time (seconds). The vertical axis of graph 20B is the target temperature. A line 21A shows a time series transition of the target temperature before customization. A line 21B shows the time series transition of the target temperature after customization.
 図5に示した例では、計9個のパフタイミングが予め規定されている。端末装置200は、吸引装置100が線21Aに示した加熱プロファイルに基づく加熱の実行中に予め規定されたパフタイミングが到来する度に、パフを行うようユーザを促し喫味の評価の入力を受け付ける。図中の「OK」は適評価を示し、「W」は適評価を示し、「S」は強評価を示している。図5に示した例では、第1、2、7、8及び9のパフタイミングにおいて弱評価が入力され、第4及び第5のパフタイミングにおいて強評価が入力され、第3及び第6のパフタイミングにおいて適評価が入力されている。 In the example shown in FIG. 5, a total of nine puff timings are defined in advance. The terminal device 200 prompts the user to puff and receives an input of evaluation of the smoking taste each time a predefined puffing timing arrives while the suction device 100 is performing heating based on the heating profile shown by the line 21A. In the figure, "OK" indicates an appropriate evaluation, "W" indicates an appropriate evaluation, and "S" indicates a strong evaluation. In the example shown in FIG. 5, weak evaluations are input at the first, second, seventh, eighth, and ninth puff timings, strong evaluations are input at the fourth and fifth puff timings, and strong evaluations are input at the third and sixth puff timings. Appropriate evaluation is input at the timing.
 そこで、制御部260は、弱評価又は強評価が入力されたパフタイミングのうち最も早い第1のパフタイミングを、変更対象のパフタイミングとして選択する。第1のパフタイミングにおいては弱評価が入力されているので、制御部260は、図5の線21Bに示すように、第1のパフタイミングにおける目標温度を上昇させる。その結果、第1のパフタイミングにおける喫味を強くすることができる。このようなカスタマイズにより、次回の加熱において、第1のパフタイミングにおいて適評価が入力されることが期待される。 Therefore, the control unit 260 selects the earliest first puff timing among the puff timings for which weak evaluation or strong evaluation has been input as the puff timing to be changed. Since a weak evaluation is input at the first puff timing, the control unit 260 increases the target temperature at the first puff timing, as shown by line 21B in FIG. As a result, it is possible to enhance the smoking taste at the first puff timing. With such customization, it is expected that an appropriateness evaluation will be input at the first puff timing in the next heating.
 -グループ単位での目標温度の変更
 制御部260は、グループ単位で、目標温度を変更してもよい。その場合、制御部260は、加熱セッションに含まれる複数のパフタイミングを、1つ以上のパフタイミングを含む複数のグループ(以下、パフグループとも称する)に分類する。次いで、制御部260は、不適評価がされたパフタイミングを含むパフグループを変更対象のパフグループとして選択する。そして、制御部260は、変更対象のパフグループに含まれる全てのパフタイミングについて適評価が入力されるまで目標温度を変更することを含む第2の処理を実行する。ただし、制御部260は、第2の処理を、不適評価がされたパフタイミングを含む1つ以上のパフグループのうち早いパフグループから順に変更対象のパフグループを切り替えながら繰り返す。第2の処理が、不適評価がされたパフタイミングを含む全てのパフグループについて実行された場合、加熱セッションに含まれる全てのパフタイミングについて、適評価が入力されることとなる。これにより、全てのパフタイミングにおいて適切な喫味をユーザに送達可能な加熱プロファイルを、生成することが可能となる。
- Changing the target temperature on a group-by-group basis The control unit 260 may change the target temperature on a group-by-group basis. In that case, the control unit 260 classifies the plurality of puff timings included in the heating session into a plurality of groups (hereinafter also referred to as puff groups) each including one or more puff timings. Next, the control unit 260 selects the puff group including the puff timing evaluated as inappropriate as the puff group to be changed. Then, the control unit 260 executes the second process including changing the target temperature until appropriateness evaluations are input for all puff timings included in the puff group to be changed. However, the control unit 260 repeats the second process while switching the puff groups to be changed in order from the earliest puff group among the one or more puff groups including the puff timing evaluated as inappropriate. When the second process is executed for all puff groups including puff timings that have been evaluated as unsuitable, appropriate evaluations will be input for all puff timings included in the heating session. This makes it possible to generate a heating profile that can deliver an appropriate drinking taste to the user at all puff timings.
 第2の処理は、変更対象のパフグループに含まれる1つ以上のパフタイミングの各々における目標温度を不適評価に従って変更し、変更後の加熱プロファイルを使用して生成されたエアロゾルに対する評価の入力を受け付けることを、変更対象のパフグループに含まれる全てのパフタイミングについて適評価が入力されるまで繰り返すことを含む。即ち、変更対象のパフグループにおける目標温度の変更、変更後の加熱プロファイルに基づく加熱、及び評価の入力が、変更対象のパフグループに含まれる全てのパフタイミングについて適評価が入力されるまで繰り返される。かかる構成によれば、パフグループ単位でトライアンドエラーを繰り返しながら、思い通りの喫味が送達されるよう加熱プロファイルをカスタマイズすることが可能となる。 The second process is to change the target temperature at each of one or more puff timings included in the puff group to be changed according to the unsuitability evaluation, and input the evaluation for the aerosol generated using the changed heating profile. This includes repeating the process of accepting the data until suitability ratings are input for all puff timings included in the puff group to be changed. That is, changing the target temperature in the puff group to be changed, heating based on the changed heating profile, and inputting the evaluation are repeated until appropriate evaluations are input for all puff timings included in the puff group to be changed. . According to this configuration, it is possible to customize the heating profile so that the desired flavor is delivered while repeating trial and error for each puff group.
 変更対象のパフグループに含まれる1つ以上のパフタイミングにおける目標温度を不適評価に従って変更することは、変更対象のパフグループに含まれる1つ以上のパフタイミングについての評価の統計値に基づいて、変更対象のパフグループに含まれる1つ以上のパフタイミングにおける目標温度を変更することを含んでいてもよい。即ち、制御部260は、変更対象のパフグループにおける評価の統計値に基づく目標温度の変更を、変更対象のパフグループに含まれる全てのパフタイミングに対し一律に適用してもよい。統計値としては、中央値、又は平均値等が採用され得る。例えば、変更対象のパフグループにおいて弱評価が入力されたパフタイミングが多い場合、変更対象のパフグループに含まれる全てのパフタイミングにおける目標温度を一律で上昇させ得る。かかる構成によれば、パフタイミング単位で目標温度を変更する場合と比較して、多くのパフタイミングにおける目標温度を一度に変更することができる。従って、加熱プロファイルのカスタマイズを効率的に実施することが可能となる。 Changing the target temperature at one or more puff timings included in the puff group to be changed according to the unsuitability evaluation is based on the statistical value of the evaluation for one or more puff timings included in the puff group to be changed, It may also include changing the target temperature at one or more puff timings included in the puff group to be changed. That is, the control unit 260 may uniformly apply a change in the target temperature based on the statistical value of the evaluation in the puff group to be changed to all puff timings included in the puff group to be changed. As the statistical value, a median value, an average value, or the like may be adopted. For example, if there are many puff timings for which weak evaluations have been input in the puff group to be changed, the target temperature at all puff timings included in the puff group to be changed can be uniformly raised. According to this configuration, the target temperature at many puff timings can be changed at once, compared to the case where the target temperature is changed in units of puff timings. Therefore, it becomes possible to efficiently customize the heating profile.
 変更対象のパフグループに含まれる1つ以上のパフタイミングにおける目標温度を不適評価に従って変更することは、変更対象のパフグループに含まれる1つ以上のパフタイミングについての評価の相対関係に基づいて、変更対象のパフグループに含まれる1つ以上のパフタイミングにおける目標温度を変更することを含んでいてもよい。即ち、制御部260は、変更対象のパフグループにおける評価の相対関係に基づいて、変更対象のパフグループに含まれるパフタイミングの各々における目標温度を個別に調整してもよい。例えば、変更対象のパフグループにおいて弱評価が入力されたパフタイミングと強評価が入力されたパフタイミングが混在する場合が考えられる。その場合、制御部260は、上述した統計値に基づく一律の変更を適用した上で、弱評価が入力されたパフタイミングにおける目標温度を上昇させ、強評価が入力されたパフタイミングにおける目標温度を低下させ得る。かかる構成によれば、パフグループ内の評価の統計値に基づいて一律に目標温度を変更する場合と比較して、ユーザの評価により適したカスタマイズを実施することが可能となる。 Changing the target temperature at one or more puff timings included in the puff group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for one or more puff timings included in the puff group to be changed. It may also include changing the target temperature at one or more puff timings included in the puff group to be changed. That is, the control unit 260 may individually adjust the target temperature at each puff timing included in the puff group to be changed, based on the relative relationship of evaluations in the puff group to be changed. For example, it is conceivable that in the puff group to be changed, puff timings for which weak evaluations are input and puff timings for which strong evaluations are input are mixed. In that case, the control unit 260 applies the uniform change based on the above-mentioned statistical value, increases the target temperature at the puff timing when the weak evaluation is input, and raises the target temperature at the puff timing when the strong evaluation is input. can be lowered. According to such a configuration, it is possible to perform customization that is more suitable for the user's evaluation than when the target temperature is uniformly changed based on the statistical value of the evaluation within the puff group.
 パフタイミングをパフグループに分類する方法は、多様に考えられる。 There are various ways to classify puff timing into puff groups.
 一例として、制御部260は、パフグループに属するパフタイミングの数に基づいて、加熱セッションに含まれる複数のパフタイミングを複数のパフグループに分類してもよい。具体的には、制御部260は、所定個のパフタイミングごとに、パフグループに分類してもよい。 As an example, the control unit 260 may classify a plurality of puff timings included in a heating session into a plurality of puff groups based on the number of puff timings belonging to a puff group. Specifically, the control unit 260 may classify the puffs into puff groups based on a predetermined number of puff timings.
 他の一例として、制御部260は、目標温度の時系列変化に基づいて、加熱セッションに含まれる複数のパフタイミングを複数のパフグループに分類してもよい。具体的には、制御部260は、目標温度が上昇する、維持される又は低下する、といった目標温度の時系列変化の傾向が類似する期間に含まれるパフタイミングごとに、パフグループを生成してもよい。換言すると、制御部260は、目標温度の時系列変化の傾向が変化する位置で、加熱セッションに含まれる複数のパフタイミングを分割してもよい。かかる構成によれば、目標温度の時系列変化が類似する期間に含まれるパフタイミングの目標温度をまとめて変更することができるので、加熱プロファイルのカスタマイズをより効率的に実施することが可能となる。 As another example, the control unit 260 may classify multiple puff timings included in a heating session into multiple puff groups based on a time-series change in target temperature. Specifically, the control unit 260 generates a puff group for each puff timing included in a period in which the trend of time-series change in the target temperature is similar, such as when the target temperature increases, is maintained, or decreases. Good too. In other words, the control unit 260 may divide the plurality of puff timings included in the heating session at positions where the tendency of the time-series change in the target temperature changes. According to this configuration, it is possible to collectively change the target temperatures of puff timings included in periods in which the time-series changes in the target temperatures are similar, so it is possible to customize the heating profile more efficiently. .
 他の一例として、制御部260は、評価の時系列変化に基づいて、加熱セッションに含まれる複数のパフタイミングを複数のパフグループに分類してもよい。具体的には、制御部260は、弱評価が連続して入力されている、又は強評価が連続して入力されている、といった時間方向に連続する評価が類似する複数のパフタイミングごとに、パフグループを生成してもよい。換言すると、制御部260は、評価の時系列変化の傾向が変化する位置で、加熱セッションに含まれる複数のパフタイミングを分割してもよい。かかる構成によれば、評価が類似するパフタイミングの目標温度をまとめて変更することができるので、加熱プロファイルのカスタマイズをより効率的に実施することが可能となる。 As another example, the control unit 260 may classify multiple puff timings included in a heating session into multiple puff groups based on chronological changes in evaluation. Specifically, the control unit 260 controls the control unit 260 for each of a plurality of puff timings in which successive evaluations in the time direction are similar, such as weak evaluations being input continuously or strong evaluations being input continuously. Puff groups may also be generated. In other words, the control unit 260 may divide the plurality of puff timings included in the heating session at positions where the tendency of the evaluation over time changes. According to this configuration, the target temperatures of puff timings with similar evaluations can be changed all at once, so it is possible to customize the heating profile more efficiently.
 以下、図4に示した加熱プロファイルを、パフグループ単位でカスタマイズする具体例について、図6を参照しながら説明する。 Hereinafter, a specific example of customizing the heating profile shown in FIG. 4 for each puff group will be described with reference to FIG. 6.
 図6は、加熱プロファイルのカスタマイズの一例を模式的に示すグラフである。グラフ20Cの横軸は、時間(秒)である。グラフ20Cの縦軸は、目標温度である。線21Aは、カスタマイズ前の目標温度の時系列推移を示している。線21Cは、カスタマイズ後の目標温度の時系列推移を示している。 FIG. 6 is a graph schematically showing an example of customizing the heating profile. The horizontal axis of the graph 20C is time (seconds). The vertical axis of the graph 20C is the target temperature. A line 21A shows a time series transition of the target temperature before customization. A line 21C shows a time series transition of the target temperature after customization.
 図6に示した例では、計9個のパフタイミングが予め規定されている。また、9個のパフタイミングが、それぞれ3つのパフタイミングを含む3つのパフグループに分類されている。端末装置200は、吸引装置100が線21Aに示した加熱プロファイルに基づく加熱の実行中に予め規定されたパフタイミングが到来する度に、パフを行うようユーザを促し喫味の評価の入力を受け付ける。図6に示した例では、第1、2、7、8、9のパフタイミングにおいて弱評価が入力され、第4、第5のパフタイミングにおいて強評価が入力され、第3及び第6のパフタイミングにおいて適評価が入力されている。 In the example shown in FIG. 6, a total of nine puff timings are defined in advance. Further, the nine puff timings are classified into three puff groups each including three puff timings. The terminal device 200 prompts the user to puff and receives an input of evaluation of the smoking taste each time a predefined puffing timing arrives while the suction device 100 is performing heating based on the heating profile shown by the line 21A. In the example shown in FIG. 6, weak evaluations are input at the first, second, seventh, eighth, and ninth puff timings, strong evaluations are input at the fourth and fifth puff timings, and strong evaluations are input at the third and sixth puff timings. Appropriate evaluation is input at the timing.
 そこで、制御部260は、弱評価又は強評価が入力されたパフタイミングを含む最も早い第1のパフグループを、変更対象のパフグループとして選択する。第1のパフグループのうち、第1及び第2のパフタイミングにおいて弱評価が入力され、第3のパフタイミングにおいて適評価が入力されている。そのため、制御部260は、中央値としての弱評価に基づいて、第1~第3のパフタイミングにおける目標温度を一律で上昇させる。他方、制御部260は、パフグループ内の相対評価に基づき、第1及び第2のパフタイミングにおける目標温度をさらに上昇させる。その結果、制御部260は、図6の線21Cに示すように、第1及び第2のパフタイミングにおける目標温度を大きく上昇させ、第3のパフタイミングにおける目標温度を小さく上昇させることとなる。これにより、第1のパフグループにおける喫味を全体的に強くしつつ、弱評価が入力されたパフタイミングにおける喫味をより強くすることができる。このようなカスタマイズにより、次回の加熱において、第1のパフグループにおいて適評価が入力されることが期待される。 Therefore, the control unit 260 selects the earliest first puff group including the puff timing at which the weak evaluation or strong evaluation was input as the puff group to be changed. In the first puff group, a weak evaluation is input at the first and second puff timings, and an appropriate evaluation is input at the third puff timing. Therefore, the control unit 260 uniformly increases the target temperature at the first to third puff timings based on the weak evaluation as the median value. On the other hand, the control unit 260 further increases the target temperature at the first and second puff timings based on the relative evaluation within the puff group. As a result, the control unit 260 greatly increases the target temperature at the first and second puff timings, and slightly increases the target temperature at the third puff timing, as shown by line 21C in FIG. Thereby, it is possible to strengthen the overall smoking taste in the first puff group, and to further strengthen the smoking taste at the puff timing where a weak evaluation is input. With such customization, it is expected that an appropriateness rating will be input for the first puff group in the next heating.
 -前段の目標温度の変更に基づく後段の目標温度の変更
 制御部260は、加熱セッションに含まれる複数のパフタイミングのうち目標温度が変更された第1のパフタイミングよりも後の第2のパフタイミングにおける目標温度を、第1のパフタイミングにおける目標温度の変更内容に応じて変更してもよい。一例として、制御部260は、第1のパフタイミングにおける目標温度の変更内容と同一の変更を、第2のパフタイミングにおける目標温度に適用してもよい。第1のパフタイミングにおける目標温度の変更内容と、第2のパフタイミングにおける目標温度の変更内容との関係は、適宜学習され、関数等として定義されることが望ましい。かかる構成によれば、前段のパフタイミングにおける目標温度の変更の影響を加味して、後段のパフタイミングにおける目標温度を自動的に変更することができる。これにより、加熱プロファイルのカスタマイズをより効率的に実施することが可能となる。
- Changing the target temperature of the subsequent stage based on the change of the target temperature of the previous stage The control unit 260 controls the second puff timing after the first puff timing at which the target temperature has been changed among the plurality of puff timings included in the heating session. The target temperature at the timing may be changed depending on the change in the target temperature at the first puff timing. As an example, the control unit 260 may apply the same changes to the target temperature at the first puff timing to the target temperature at the second puff timing. It is desirable that the relationship between the content of changes in the target temperature at the first puff timing and the content of changes in the target temperature at the second puff timing be appropriately learned and defined as a function or the like. According to this configuration, it is possible to automatically change the target temperature at the subsequent puff timing by taking into account the effect of changing the target temperature at the previous puff timing. This makes it possible to customize the heating profile more efficiently.
 なお、このような前段のパフタイミングにおける目標温度の変更に基づく後段のパフタイミングにおける目標温度の変更は、パフタイミング単位でのカスタマイズだけでなく、パフグループ単位のカスタマイズの双方に適用可能である。即ち、制御部260は、加熱セッションに含まれる複数のパフタイミングのうち目標温度が変更された第1のパフグループよりも後の第2のパフグループにおける目標温度を、第1のパフグループにおける目標温度の変更内容に応じて変更してもよい。 Note that changing the target temperature at the subsequent puff timing based on such a change in the target temperature at the previous puff timing is applicable not only to customization in units of puff timings but also to customization in units of puff groups. That is, the control unit 260 sets the target temperature in the second puff group after the first puff group whose target temperature has been changed out of the plurality of puff timings included in the heating session to the target temperature in the first puff group. It may be changed depending on the content of the temperature change.
 以下、図4に示した加熱プロファイルを、前段のパフグループにおける目標温度の変更に基づいて後段のパフグループにおける目標温度を変更する具体例について、図7を参照しながら説明する。 Hereinafter, a specific example in which the heating profile shown in FIG. 4 is changed to change the target temperature in the subsequent puff group based on the change in the target temperature in the previous puff group will be described with reference to FIG. 7.
 図7は、加熱プロファイルのカスタマイズの一例を模式的に示すグラフである。グラフ20Dの横軸は、時間(秒)である。グラフ20Dの縦軸は、目標温度である。線21Aは、カスタマイズ前の目標温度の時系列推移を示している。線21Dは、カスタマイズ後の目標温度の時系列推移を示している。 FIG. 7 is a graph schematically showing an example of customizing the heating profile. The horizontal axis of graph 20D is time (seconds). The vertical axis of graph 20D is the target temperature. A line 21A shows a time series transition of the target temperature before customization. A line 21D shows the time series transition of the target temperature after customization.
 図7に示した例では、計9個のパフタイミングが予め規定されている。端末装置200は、吸引装置100が線21Aに示した加熱プロファイルに基づく加熱の実行中に予め規定されたパフタイミングが到来する度に、パフを行うようユーザを促し喫味の評価の入力を受け付ける。図6に示した例では、第1、2、7、8、9のパフタイミングにおいて弱評価が入力され、第4、第5のパフタイミングにおいて強評価が入力され、第3及び第6のパフタイミングにおいて適評価が入力されている。 In the example shown in FIG. 7, a total of nine puff timings are defined in advance. The terminal device 200 prompts the user to puff and receives an input of evaluation of the smoking taste each time a predefined puffing timing arrives while the suction device 100 is performing heating based on the heating profile shown by the line 21A. In the example shown in FIG. 6, weak evaluations are input at the first, second, seventh, eighth, and ninth puff timings, strong evaluations are input at the fourth and fifth puff timings, and strong evaluations are input at the third and sixth puff timings. Appropriate evaluation is input at the timing.
 このような評価の時系列変化に基づいて、9個のパフタイミングが、3つのパフグループに分類されている。即ち、第1のパフグループは、弱評価が入力された第1及び第2のパフタイミングを含む。第2のパフグループは、適評価及び強評価が入力された第3~第5のパフタイミングを含む。第3のパフグループは、適評価及び弱評価が入力された第6~第9のパフタイミングを含む。図7に示した例における、目標温度の変更内容の計算方法の一例を、下記の表1に示す。以下、図7及び表1を参照しながら、目標温度の変更内容について説明する。 Based on such time-series changes in evaluation, nine puff timings are classified into three puff groups. That is, the first puff group includes first and second puff timings to which weak evaluations have been input. The second puff group includes third to fifth puff timings to which appropriate evaluations and strong evaluations have been input. The third puff group includes the 6th to 9th puff timings to which appropriate evaluations and weak evaluations have been input. An example of a method for calculating changes in the target temperature in the example shown in FIG. 7 is shown in Table 1 below. Hereinafter, with reference to FIG. 7 and Table 1, details of changes in the target temperature will be explained.
Figure JPOXMLDOC01-appb-T000001
Figure JPOXMLDOC01-appb-T000001
 制御部260は、弱評価又は強評価が入力されたパフタイミングを含む最も早い第1のパフグループを、変更対象のパフグループとして選択する。第1のパフグループのうち、第1及び第2のパフタイミングにおいて弱評価が入力されている。そのため、第1のパフグループにおける評価に基づく目標温度の変更幅は、+10℃となる。従って、制御部260は、表1及び図7の線21Dに示すように、第1のパフグループに属するパフタイミングにおける目標温度を一律で10℃上昇させる。 The control unit 260 selects the earliest first puff group that includes the puff timing at which the weak evaluation or strong evaluation was input as the puff group to be changed. Weak evaluations are input at the first and second puff timings in the first puff group. Therefore, the range of change in the target temperature based on the evaluation in the first puff group is +10°C. Therefore, as shown in Table 1 and line 21D in FIG. 7, the control unit 260 uniformly increases the target temperature at the puff timings belonging to the first puff group by 10°C.
 第2のパフグループのうち、第4及び第5のパフタイミングにおいて強評価が入力されている。そのため、第2のパフグループにおける評価に基づく目標温度の変更幅は、-10℃となる。他方、1つ前のパフグループである第1のパフグループにおける目標温度の変更幅は+10℃である。第2のパフグループにおける評価に基づく目標温度の変更幅と、前段の第1のパフグループにおける評価に基づく目標温度の変更幅との合計は、0℃となる。従って、制御部260は、表1及び図7の線21Dに示すように、第2のパフグループに属するパフタイミングにおける目標温度を変更しない。 In the second puff group, strong evaluations are input at the fourth and fifth puff timings. Therefore, the range of change in the target temperature based on the evaluation in the second puff group is -10°C. On the other hand, the change width of the target temperature in the first puff group, which is the previous puff group, is +10°C. The total of the range of change in the target temperature based on the evaluation in the second puff group and the range of change in the target temperature based on the evaluation in the preceding first puff group is 0°C. Therefore, the control unit 260 does not change the target temperature at the puff timing belonging to the second puff group, as shown in Table 1 and line 21D in FIG.
 第3のパフグループのうち、第7~第9のパフタイミングにおいて弱評価が入力されている。そのため、第3のパフグループにおける評価に基づく目標温度の変更幅は、+10℃となる。他方、1つ前のパフグループである第2のパフグループにおける目標温度の変更幅は、0℃である。第3のパフグループにおける評価に基づく目標温度の変更幅と、前段の第2のパフグループにおける評価に基づく目標温度の変更幅との合計は、+10℃となる。従って、制御部260は、表1及び図7の線21Dに示すように、第3のパフグループに属するパフタイミングにおける目標温度を一律で10℃上昇させる。 Of the third puff group, weak evaluations are input at the seventh to ninth puff timings. Therefore, the range of change in the target temperature based on the evaluation in the third puff group is +10°C. On the other hand, the range of change in the target temperature in the second puff group, which is the previous puff group, is 0°C. The total of the range of change in the target temperature based on the evaluation in the third puff group and the range of change in the target temperature based on the evaluation in the preceding second puff group is +10°C. Therefore, as shown in Table 1 and line 21D in FIG. 7, the control unit 260 uniformly increases the target temperature at the puff timings belonging to the third puff group by 10°C.
 このようなカスタマイズにより、次回の加熱において、第1のパフグループにおいて適評価が入力されることが期待される。さらに、第2のパフグループ及び第3のパフグループにおいても、適評価が入力されることが期待される。 With such customization, it is expected that an appropriate rating will be input for the first puff group in the next heating. Furthermore, it is expected that appropriateness ratings will be input for the second puff group and the third puff group as well.
 -カスタマイズに関する制限
 制御部260は、目標温度を、限定された範囲内で変更してもよい。即ち、設定可能な目標温度の範囲が限定されていてもよい。そして、制御部260は、設定可能な目標温度の範囲内で目標温度を設定してもよい。設定可能な目標温度の範囲は、加熱開始からの経過時間に応じて変化してもよい。例えば、予備加熱期間とパフ可能期間とで、設定可能な目標温度の範囲が異なっていてもよい。一例として、予備加熱期間における設定可能な目標温度の範囲は、エアロゾルが生成可能な最低温度から、吸引装置100の耐熱上許容される最高温度までの範囲に、限定され得る。また、パフ可能期間における設定可能な目標温度の範囲は、エアロゾルが適切に生成される範囲に、限定され得る。かかる構成によれば、不適切な目標温度が設定されユーザ体験の質が劣化するような事態を防止することが可能となる。
- Limitations on customization The control unit 260 may change the target temperature within a limited range. That is, the range of target temperatures that can be set may be limited. Then, the control unit 260 may set the target temperature within a range of settable target temperatures. The range of target temperatures that can be set may change depending on the elapsed time from the start of heating. For example, the range of target temperatures that can be set may be different between the preheating period and the puffable period. As an example, the range of the target temperature that can be set during the preheating period may be limited to the range from the lowest temperature at which aerosol can be generated to the highest temperature allowable in terms of heat resistance of the suction device 100. Furthermore, the range of target temperatures that can be set during the puffable period may be limited to a range in which aerosol is appropriately generated. According to this configuration, it is possible to prevent a situation where an inappropriate target temperature is set and the quality of the user experience deteriorates.
 制御部260は、加熱セッションのうち限定された期間における目標温度を変更してもよい。即ち、目標温度を変更可能な期間が限定されていてもよい。そして、制御部260は、目標温度を変更可能な期間における目標温度を変更してもよい。目標温度を変更可能な期間は、例えば、パフ可能期間の少なくとも一部に限定され得る。かかる構成によれば、不適切なタイミングにおける目標温度が変更され、ユーザ体験の質が劣化するような事態を防止することが可能となる。 The control unit 260 may change the target temperature during a limited period of the heating session. That is, the period during which the target temperature can be changed may be limited. Then, the control unit 260 may change the target temperature during the period in which the target temperature can be changed. For example, the period during which the target temperature can be changed may be limited to at least a portion of the puffable period. According to this configuration, it is possible to prevent a situation where the target temperature is changed at an inappropriate timing and the quality of the user experience deteriorates.
 -加熱セッションの長さの変更
 制御部260は、目標温度の変更に応じて、加熱セッションの長さを変更してもよい。一例として、制御部260は、目標温度を上昇させた場合に加熱セッションの長さを短縮してもよい。目標温度が上昇するほどエアロゾル源の枯渇が早まるためである。他の一例として、制御部260は、目標温度を低下させた場合に加熱セッションの長さを延長してもよい。目標温度が低下するほどエアロゾル源の枯渇が遅まるためである。加熱セッションの長さは、目標温度、時間、及び加熱部121において消費されるエネルギー等により定義される、関数又はパラメータマップ等により決定され得る。かかる構成によれば、スティック型基材150に含有されたエアロゾル源を過不足なく消費することが可能となる。
- Changing the length of the heating session The control unit 260 may change the length of the heating session in response to changing the target temperature. As an example, the controller 260 may shorten the length of the heating session when increasing the target temperature. This is because the higher the target temperature, the faster the aerosol source is depleted. As another example, the controller 260 may extend the length of the heating session if the target temperature is lowered. This is because the lower the target temperature, the slower the depletion of the aerosol source. The length of the heating session may be determined by a function, a parameter map, etc. defined by the target temperature, time, energy consumed in the heating section 121, etc. According to this configuration, it becomes possible to consume the aerosol source contained in the stick-type base material 150 in just the right amount.
 制御部260は、加熱セッションの長さの変更に応じて、パフタイミングを変更してもよい。一例として、制御部260は、パフ可能期間を予め規定されたパフタイミングの数で分割することで、パフタイミングを設定し得る。他の一例として、制御部260は、加熱セッションが長いほどパフタイミングを多くし、加熱セッションが短いほどパフタイミングを少なくしてもよい。 The control unit 260 may change the puff timing in response to changes in the length of the heating session. As an example, the control unit 260 can set the puff timing by dividing the puff possible period by a predefined number of puff timings. As another example, the control unit 260 may increase the puff timing as the heating session is longer, and decrease the puff timing as the heating session is shorter.
 -処理の流れ
 以下、図8を参照しながら、本実施形態に係る加熱プロファイルのカスタマイズ処理の流れについて説明する。図8は、本実施形態に係る端末装置200において実行される加熱プロファイルのカスタマイズ処理の流れの一例を示すフローチャートである。
-Process Flow The flow of the heating profile customization process according to this embodiment will be described below with reference to FIG. FIG. 8 is a flowchart illustrating an example of the flow of heating profile customization processing executed in the terminal device 200 according to the present embodiment.
 図8に示すように、まず、入力部210は、加熱プロファイルのカスタマイズの開始指示を受け付ける(ステップS102)。 As shown in FIG. 8, the input unit 210 first receives an instruction to start customizing the heating profile (step S102).
 次いで、制御部260は、スティック型基材150の挿入及び加熱の開始を促す通知を行うよう出力部220を制御する(ステップS104)。例えば、出力部220は、スティック型基材150の挿入(2回目以降は差し替え)及び加熱を開始するよう促す画面を表示してもよい。 Next, the control unit 260 controls the output unit 220 to issue a notification prompting the insertion of the stick-shaped base material 150 and the start of heating (step S104). For example, the output unit 220 may display a screen prompting the stick-type base material 150 to be inserted (replaced from the second time onwards) and to start heating.
 次に、制御部260は、加熱プロファイルに基づく加熱の開始を検知する(ステップS106)。例えば、吸引装置100は、加熱プロファイルに基づく加熱を開始した際に、加熱を開始したことを示す情報を端末装置200へ送信してもよい。制御部260は、かかる情報の受信に基づいて、加熱プロファイルに基づく加熱の開始を検知し得る。 Next, the control unit 260 detects the start of heating based on the heating profile (step S106). For example, when suction device 100 starts heating based on the heating profile, it may transmit information indicating that heating has started to terminal device 200. Based on the reception of such information, the control unit 260 can detect the start of heating based on the heating profile.
 次いで、制御部260は、パフタイミングが到来したか否かを判定する(ステップS108)。一例として、制御部260は、加熱開始からの経過時間に基づいて、予め規定されたパフタイミングが到来したか否かを判定する。 Next, the control unit 260 determines whether the puff timing has arrived (step S108). As an example, the control unit 260 determines whether a predefined puff timing has arrived based on the elapsed time from the start of heating.
 パフタイミングが到来していないと判定された場合(ステップS108:NO)、処理はステップS114に進む。 If it is determined that the puff timing has not arrived (step S108: NO), the process proceeds to step S114.
 パフタイミングが到来したと判定された場合(ステップS108:YES)、制御部260は、パフを促す通知を行うよう出力部220を制御する(ステップS110)。例えば、出力部220は、パフを行うよう促す画面を表示してもよい。 If it is determined that the puff timing has arrived (step S108: YES), the control unit 260 controls the output unit 220 to issue a notification prompting puffing (step S110). For example, the output unit 220 may display a screen prompting the user to puff.
 次いで、入力部210は、喫味の評価の入力を受け付ける(ステップS112)。例えば、出力部220は、適評価、弱評価、又は強評価の入力を受け付ける入力画面を表示する。そして、入力部210は、当該入力画面に対する入力を受け付ける。その後、処理はステップS114に進む。 Next, the input unit 210 receives an input of evaluation of smoking taste (step S112). For example, the output unit 220 displays an input screen that accepts input of an appropriate evaluation, a weak evaluation, or a strong evaluation. The input unit 210 then receives input on the input screen. After that, the process proceeds to step S114.
 ステップS114において、制御部260は、加熱セッションが終了したか否かを判定する(ステップS114)。例えば、吸引装置100は、加熱プロファイルに基づく加熱を終了した際に、加熱セッションが終了したことを示す情報を端末装置200へ送信してもよい。制御部260は、かかる情報の受信に基づいて、加熱セッションの終了を検知し得る。 In step S114, the control unit 260 determines whether the heating session has ended (step S114). For example, when the suction device 100 finishes heating based on the heating profile, it may transmit information indicating that the heating session has ended to the terminal device 200. Controller 260 may detect the end of the heating session based on receiving such information.
 加熱セッションが終了していないと判定された場合(ステップS114:NO)、処理はステップS108に戻る。 If it is determined that the heating session has not ended (step S114: NO), the process returns to step S108.
 他方、加熱セッションが終了したと判定された場合(ステップS114:YES)、制御部260は、加熱セッションに含まれる全てのパフタイミングについて適評価が入力されたか否かを判定する(ステップS116)。 On the other hand, if it is determined that the heating session has ended (step S114: YES), the control unit 260 determines whether appropriateness ratings have been input for all puff timings included in the heating session (step S116).
 不適評価が入力されたパフタイミングが存在すると判定された場合(ステップS116:NO)、制御部260は、加熱セッション中に入力された評価に基づいて、加熱プロファイルを変更する(ステップS118)。例えば、制御部260は、不適評価がされた最も早いパフタイミングを変更対象のパフタイミングとして選択し、当該パフタイミングにおける目標温度を入力された評価に基づいて変更する。 If it is determined that there is a puff timing for which an unsuitable evaluation has been input (step S116: NO), the control unit 260 changes the heating profile based on the evaluation input during the heating session (step S118). For example, the control unit 260 selects the earliest puff timing that has been evaluated as inappropriate as the puff timing to be changed, and changes the target temperature at the puff timing based on the input evaluation.
 次に、制御部260は、変更後の加熱プロファイルを吸引装置100へ送信するよう通信部115を制御する(ステップS120)。これにより、次回以降、吸引装置100は変更後の加熱プロファイルに基づく加熱を実行することが可能となる。 Next, the control unit 260 controls the communication unit 115 to transmit the changed heating profile to the suction device 100 (step S120). Thereby, the suction device 100 can perform heating based on the changed heating profile from next time onwards.
 他方、加熱セッションに含まれる全てのパフタイミングについて適評価が入力されたと判定された場合(ステップS116:YES)、処理は終了する。この場合、次回以降、吸引装置100は、全てのパフタイミングにおいて適切な喫味をユーザに送達することが可能となる On the other hand, if it is determined that appropriate evaluations have been input for all puff timings included in the heating session (step S116: YES), the process ends. In this case, from next time onwards, the suction device 100 will be able to deliver the appropriate taste to the user at all puff timings.
 <3.補足>
 以上、添付図面を参照しながら本発明の好適な実施形態について詳細に説明したが、本発明はかかる例に限定されない。本発明の属する技術の分野における通常の知識を有する者であれば、請求の範囲に記載された技術的思想の範疇内において、各種の変更例または修正例に想到し得ることは明らかであり、これらについても、当然に本発明の技術的範囲に属するものと了解される。
<3. Supplement>
Although preferred embodiments of the present invention have been described above in detail with reference to the accompanying drawings, the present invention is not limited to such examples. It is clear that a person with ordinary knowledge in the technical field to which the present invention pertains can come up with various changes or modifications within the scope of the technical idea described in the claims. It is understood that these also fall within the technical scope of the present invention.
 上記実施形態で説明した、パフタイミング単位での目標温度の変更、パフグループ単位での目標温度の変更、及び前段の目標温度の変更に基づく後段の目標温度の変更は、適宜組み合わされてもよい。例えば、カスタマイズの初期では、パフグループ単位での目標温度の変更、及び前段の目標温度の変更に基づく後段の目標温度の変更が実施され、カスタマイズがある程度進んだ後は、パフタイミング単位での目標温度の変更が実施されてもよい。 The changes in the target temperature for each puff timing, the changes in the target temperature for each puff group, and the changes in the target temperature in the subsequent stage based on the change in the target temperature in the previous stage, which are explained in the above embodiments, may be combined as appropriate. . For example, in the initial stage of customization, the target temperature is changed for each puff group, and the target temperature for the subsequent stage is changed based on the change in the target temperature for the previous stage, and after customization has progressed to a certain extent, the target temperature for each puff timing is changed. Changes in temperature may also be implemented.
 上記実施形態では、加熱部121が発熱抵抗体として構成され、電気抵抗により発熱する例を説明したが、本発明はかかる例に限定されない。例えば、加熱部121は、磁場を発生させるコイル等の電磁誘導源と、誘導加熱により発熱するサセプタと、を含んでいてもよく、サセプタによりスティック型基材150が加熱されてもよい。この場合、制御部116は、電磁誘導源に交流電流を印可して交番磁場を発生させ、サセプタに交番磁場を侵入させることで、サセプタを発熱させる。この場合、加熱プロファイルに基づいて制御されるエアロゾル源を加熱する温度は、サセプタの温度となる。サセプタの温度は、電磁誘導源の電気抵抗値に基づいて推定可能である。 In the above embodiment, an example has been described in which the heating section 121 is configured as a heating resistor and generates heat by electric resistance, but the present invention is not limited to such an example. For example, the heating unit 121 may include an electromagnetic induction source such as a coil that generates a magnetic field, and a susceptor that generates heat by induction heating, and the stick-shaped base material 150 may be heated by the susceptor. In this case, the control unit 116 applies an alternating current to the electromagnetic induction source to generate an alternating magnetic field, and causes the alternating magnetic field to enter the susceptor, thereby causing the susceptor to generate heat. In this case, the temperature at which the aerosol source is heated, which is controlled based on the heating profile, will be the temperature of the susceptor. The temperature of the susceptor can be estimated based on the electrical resistance value of the electromagnetic induction source.
 上記実施形態では、加熱プロファイルにおいて規定される、エアロゾル源を加熱する温度に関するパラメータが、加熱部121の目標温度である例を説明したが、本発明はかかる例に限定されない。エアロゾル源を加熱する温度に関するパラメータとしては、上記実施形態において説明した加熱部121の温度そのものの他に、加熱部121の電気抵抗値が挙げられる。また、吸引装置100が加熱部121の代わりに電磁誘導源を含む場合、加熱プロファイルに規定されるエアロゾル源を加熱する温度に関するパラメータとしては、サセプタの温度、又は電磁誘導源の電気抵抗値等の目標値が挙げられる。 In the above embodiment, an example has been described in which the parameter related to the temperature at which the aerosol source is heated, which is defined in the heating profile, is the target temperature of the heating section 121, but the present invention is not limited to such an example. Parameters related to the temperature at which the aerosol source is heated include the electrical resistance value of the heating section 121 in addition to the temperature itself of the heating section 121 described in the above embodiment. Further, when the suction device 100 includes an electromagnetic induction source instead of the heating unit 121, parameters related to the temperature for heating the aerosol source specified in the heating profile include the temperature of the susceptor, the electrical resistance value of the electromagnetic induction source, etc. Target values can be mentioned.
 上記実施形態では、吸引装置100が、スティック型基材150を加熱してエアロゾルを生成する例を説明したが、本発明はかかる例に限定されない。吸引装置100は、液体としてのエアロゾル源を加熱して霧化することでエアロゾルを生成する、いわゆる液霧化型のエアロゾル生成装置として構成されてもよい。液霧化型のエアロゾル生成装置に対しても、本発明を適用可能である。 Although the above embodiment describes an example in which the suction device 100 generates an aerosol by heating the stick-type base material 150, the present invention is not limited to such an example. The suction device 100 may be configured as a so-called liquid atomization type aerosol generation device that generates aerosol by heating and atomizing a liquid aerosol source. The present invention is also applicable to liquid atomization type aerosol generation devices.
 本明細書において説明した各装置は、単独の装置として実現されてもよく、一部または全部が別々の装置として実現されても良い。例えば、端末装置200のうち制御部260は、端末装置200とネットワーク等で接続されたサーバ等の装置に備えられていても良い。即ち、加熱プロファイルのカスタマイズは、端末装置200に入力されたユーザ操作に基づいて、クラウド上のサーバにより実施されてもよい。 Each device described in this specification may be realized as a single device, or a part or all of it may be realized as a separate device. For example, the control unit 260 of the terminal device 200 may be included in a device such as a server connected to the terminal device 200 via a network or the like. That is, customization of the heating profile may be performed by a server on the cloud based on a user operation input into the terminal device 200.
 なお、本明細書において説明した各装置による一連の処理は、ソフトウェア、ハードウェア、及びソフトウェアとハードウェアとの組合せのいずれを用いて実現されてもよい。ソフトウェアを構成するプログラムは、例えば、各装置の内部又は外部に設けられる記録媒体(詳しくは、コンピュータにより読み取り可能な非一時的な記憶媒体)に予め格納される。そして、各プログラムは、例えば、本明細書において説明した各装置を制御するコンピュータによる実行時にRAMに読み込まれ、CPUなどの処理回路により実行される。上記記録媒体は、例えば、磁気ディスク、光ディスク、光磁気ディスク、フラッシュメモリ等である。また、上記のコンピュータプログラムは、記録媒体を用いずに、例えばネットワークを介して配信されてもよい。また、上記のコンピュータは、ASICのような特定用途向け集積回路、ソフトウエアプログラムを読み込むことで機能を実行する汎用プロセッサ、又はクラウドコンピューティングに使用されるサーバ上のコンピュータ等であってよい。また、本明細書において説明した各装置による一連の処理は、複数のコンピュータにより分散して処理されてもよい。 Note that the series of processes performed by each device described in this specification may be realized using software, hardware, or a combination of software and hardware. A program constituting the software is stored in advance, for example, in a recording medium (specifically, a computer-readable non-temporary storage medium) provided inside or outside each device. For example, each program is read into the RAM when executed by a computer that controls each device described in this specification, and is executed by a processing circuit such as a CPU. The recording medium is, for example, a magnetic disk, an optical disk, a magneto-optical disk, a flash memory, or the like. Furthermore, the above computer program may be distributed, for example, via a network, without using a recording medium. Further, the above-mentioned computer may be an application-specific integrated circuit such as an ASIC, a general-purpose processor that executes functions by loading a software program, or a computer on a server used for cloud computing. Furthermore, the series of processes performed by each device described in this specification may be distributed and processed by multiple computers.
 また、本明細書においてフローチャート及びシーケンス図を用いて説明した処理は、必ずしも図示された順序で実行されなくてもよい。いくつかの処理ステップは、並列的に実行されてもよい。また、追加的な処理ステップが採用されてもよく、一部の処理ステップが省略されてもよい。 Furthermore, the processes described using flowcharts and sequence diagrams in this specification do not necessarily have to be executed in the order shown. Some processing steps may be performed in parallel. Also, additional processing steps may be employed or some processing steps may be omitted.
 なお、以下のような構成も本発明の技術的範囲に属する。
(1)
 基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更する制御部、
 を備える、情報処理装置。
(2)
 前記情報処理装置は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数のタイミングのうち1つ以上の前記タイミングにおいて、前記評価の入力を受け付ける入力部をさらに備える、
 前記(1)に記載の情報処理装置。
(3)
 前記制御部は、不適評価がされた1つ以上の前記タイミングにおける前記パラメータのうち、早いタイミングにおける前記パラメータから順に変更する、
 前記(2)に記載の情報処理装置。
(4)
 前記制御部は、不適評価がされた前記タイミングを変更対象のタイミングとして選択し、前記変更対象のタイミングについて適評価が入力されるまで前記パラメータを変更することを含む第1の処理を実行することを、不適評価がされた1つ以上の前記タイミングのうち早い前記タイミングから順に前記変更対象のタイミングを切り替えながら繰り返す、
 前記(3)に記載の情報処理装置。
(5)
 前記第1の処理は、前記変更対象のタイミングにおける前記パラメータを不適評価に基づいて変更し、変更後の前記制御情報に基づいてエアロゾルを生成するよう前記エアロゾル生成装置を制御し、変更後の前記制御情報を使用して生成されたエアロゾルに対する評価の入力を受け付けることを、前記変更対象のタイミングについて適評価が入力されるまで繰り返すことを含む、
 前記(4)に記載の情報処理装置。
(6)
 前記制御部は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを、1つ以上の前記タイミングを含む複数のグループに分類し、不適評価がされた前記タイミングを含む前記グループを変更対象のグループとして選択し、前記変更対象のグループに含まれる全ての前記タイミングについて適評価が入力されるまで前記パラメータを変更することを含む第2の処理を実行することを、不適評価がされた前記タイミングを含む1つ以上の前記グループのうち早い前記グループから順に前記変更対象のグループを切り替えながら繰り返す、
 前記(3)に記載の情報処理装置。
(7)
 前記第2の処理は、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを不適評価に従って変更し、変更後の制御情報に基づいてエアロゾルを生成するよう前記エアロゾル生成装置を制御し、変更後の前記制御情報を使用して生成されたエアロゾルに対する評価の入力を受け付けることを、前記変更対象のグループに含まれる全ての前記タイミングについて適評価が入力されるまで繰り返すことを含む、
 前記(6)に記載の情報処理装置。
(8)
 前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを不適評価に従って変更することは、前記変更対象のグループに含まれる1つ以上の前記タイミングについての評価の統計値に基づいて、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを変更することを含む、
 前記(7)に記載の情報処理装置。
(9)
 前記変更対象のグループに含まれる1つ以上の前記タイミングの各々における前記パラメータを不適評価に従って変更することは、前記変更対象のグループに含まれる1つ以上の前記タイミングの各々についての評価の相対関係に基づいて、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを変更することを含む、
 前記(7)又は(8)に記載の情報処理装置。
(10)
 前記制御部は、前記グループに属する前記タイミングの数に基づいて、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを複数の前記グループに分類する、
 前記(6)~(9)のいずれか一項に記載の情報処理装置。
(11)
 前記制御部は、前記パラメータの時系列変化、又は前記評価の時系列変化に基づいて、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを複数の前記グループに分類する、
 前記(6)~(9)のいずれか一項に記載の情報処理装置。
(12)
 前記制御部は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングのうち前記パラメータが変更された第1のタイミングよりも後の第2のタイミングにおける前記パラメータを、前記第1のタイミングにおける前記パラメータの変更内容に応じて変更する、
 前記(2)~(11)のいずれか一項に記載の情報処理装置。
(13)
 前記制御部は、前記パラメータを、限定された範囲内で変更する、
 前記(1)~(12)のいずれか一項に記載の情報処理装置。
(14)
 前記制御部は、前記制御情報を使用してエアロゾルを生成する期間のうち限定された期間における前記パラメータを変更する、
 前記(1)~(13)のいずれか一項に記載の情報処理装置。
(15)
 前記制御部は、前記パラメータの変更に応じて、前記制御情報を使用してエアロゾルを生成する期間の長さを変更する、
 前記(1)~(14)のいずれか一項に記載の情報処理装置。
(16)
 基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更すること、
 を含む、情報処理方法。
(17)
 コンピュータを、
 基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更する制御部、
 として機能させるためのプログラム。
Note that the following configurations also belong to the technical scope of the present invention.
(1)
Using the control information, control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time series transition of a parameter related to the temperature for heating the aerosol source. a control unit that changes the generated aerosol according to the input evaluation;
An information processing device comprising:
(2)
The information processing device further includes an input unit that receives input of the evaluation at one or more of a plurality of timings included in a period in which aerosol is generated using the control information.
The information processing device according to (1) above.
(3)
The control unit sequentially changes the parameters at the earliest timing among the parameters at the one or more timings at which an unsuitable evaluation has been made.
The information processing device according to (2) above.
(4)
The control unit selects the timing at which the unsuitable evaluation has been made as a timing to be changed, and executes a first process including changing the parameters until an appropriate evaluation is input for the timing to be changed. repeating while switching the timing to be changed in order from the earliest of the one or more timings that have been evaluated as unsuitable;
The information processing device according to (3) above.
(5)
The first process changes the parameters at the timing to be changed based on the unsuitability evaluation, controls the aerosol generation device to generate an aerosol based on the changed control information, and controls the aerosol generation device to generate an aerosol based on the changed control information. repeating accepting input of evaluation for the aerosol generated using the control information until an appropriate evaluation is input for the timing to be changed;
The information processing device according to (4) above.
(6)
The control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups including one or more of the timings, and includes the timings that have been evaluated as unsuitable. Selecting the group as a group to be changed and performing a second process including changing the parameters until suitability evaluations are input for all the timings included in the group to be changed. repeating while switching the group to be changed in order from the earliest of the one or more groups including the evaluated timing;
The information processing device according to (3) above.
(7)
The second process changes the parameters at one or more of the timings included in the group to be changed according to the unsuitability evaluation, and controls the aerosol generation device to generate aerosol based on the changed control information. and repeating accepting input of evaluations for the aerosol generated using the changed control information until appropriate evaluations are input for all of the timings included in the group to be changed,
The information processing device according to (6) above.
(8)
Changing the parameters at one or more of the timings included in the group to be changed in accordance with the unsuitability evaluation includes: including changing the parameter at one or more of the timings included in the group to be changed;
The information processing device according to (7) above.
(9)
Changing the parameters for each of the one or more timings included in the group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for each of the one or more timings included in the group to be changed. changing the parameter at one or more of the timings included in the group to be changed based on
The information processing device according to (7) or (8) above.
(10)
The control unit classifies the plurality of timings included in an aerosol generation period into a plurality of groups using the control information, based on the number of timings belonging to the group.
The information processing device according to any one of (6) to (9) above.
(11)
The control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups based on a time-series change in the parameter or a time-series change in the evaluation. ,
The information processing device according to any one of (6) to (9) above.
(12)
The control unit changes the parameters at a second timing subsequent to a first timing at which the parameters are changed among the plurality of timings included in a period in which aerosol is generated using the control information. changing the parameters according to the changes in the parameters at the first timing;
The information processing device according to any one of (2) to (11) above.
(13)
the control unit changes the parameter within a limited range;
The information processing device according to any one of (1) to (12) above.
(14)
The control unit changes the parameters during a limited period of the aerosol generation period using the control information.
The information processing device according to any one of (1) to (13) above.
(15)
The control unit changes the length of the aerosol generation period using the control information in accordance with the change in the parameter.
The information processing device according to any one of (1) to (14) above.
(16)
Using the control information, control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time-series transition of parameters related to the temperature at which the aerosol source is heated. to be modified depending on the rating entered for the generated aerosol;
information processing methods, including
(17)
computer,
Using the control information, control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time-series transition of parameters related to the temperature at which the aerosol source is heated. a control unit that changes the generated aerosol according to the input evaluation;
A program to function as
 1    システム
 100  吸引装置
 111  電源部
 112  センサ部
 113  通知部
 114  記憶部
 115  通信部
 116  制御部
 121  加熱部
 140  保持部
 141  内部空間
 142  開口
 143  底部
 144  断熱部
 150  スティック型基材
 151  基材部
 152  吸口部
 200  端末装置
 210  入力部
 220  出力部
 230  検出部
 240  通信部
 250  記憶部
 260  制御部
1 System 100 Suction device 111 Power supply section 112 Sensor section 113 Notification section 114 Storage section 115 Communication section 116 Control section 121 Heating section 140 Holding section 141 Internal space 142 Opening 143 Bottom section 144 Heat insulation section 150 Stick type base material 151 Base material section 152 Suction port Section 200 Terminal device 210 Input section 220 Output section 230 Detection section 240 Communication section 250 Storage section 260 Control section

Claims (17)

  1.  基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更する制御部、
     を備える、情報処理装置。
    Using the control information, control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time series transition of a parameter related to the temperature for heating the aerosol source. a control unit that changes the generated aerosol according to the input evaluation;
    An information processing device comprising:
  2.  前記情報処理装置は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数のタイミングのうち1つ以上の前記タイミングにおいて、前記評価の入力を受け付ける入力部をさらに備える、
     請求項1に記載の情報処理装置。
    The information processing device further includes an input unit that receives input of the evaluation at one or more of a plurality of timings included in a period in which aerosol is generated using the control information.
    The information processing device according to claim 1.
  3.  前記制御部は、不適評価がされた1つ以上の前記タイミングにおける前記パラメータのうち、早いタイミングにおける前記パラメータから順に変更する、
     請求項2に記載の情報処理装置。
    The control unit sequentially changes the parameters at the earliest timing among the parameters at the one or more timings at which an unsuitable evaluation has been made.
    The information processing device according to claim 2.
  4.  前記制御部は、不適評価がされた前記タイミングを変更対象のタイミングとして選択し、前記変更対象のタイミングについて適評価が入力されるまで前記パラメータを変更することを含む第1の処理を実行することを、不適評価がされた1つ以上の前記タイミングのうち早い前記タイミングから順に前記変更対象のタイミングを切り替えながら繰り返す、
     請求項3に記載の情報処理装置。
    The control unit selects the timing at which the unsuitable evaluation has been made as a timing to be changed, and executes a first process including changing the parameters until an appropriate evaluation is input for the timing to be changed. repeating while switching the timing to be changed in order from the earliest of the one or more timings that have been evaluated as unsuitable;
    The information processing device according to claim 3.
  5.  前記第1の処理は、前記変更対象のタイミングにおける前記パラメータを不適評価に基づいて変更し、変更後の前記制御情報に基づいてエアロゾルを生成するよう前記エアロゾル生成装置を制御し、変更後の前記制御情報を使用して生成されたエアロゾルに対する評価の入力を受け付けることを、前記変更対象のタイミングについて適評価が入力されるまで繰り返すことを含む、
     請求項4に記載の情報処理装置。
    The first process changes the parameters at the timing to be changed based on the unsuitability evaluation, controls the aerosol generation device to generate an aerosol based on the changed control information, and controls the aerosol generation device to generate an aerosol based on the changed control information. repeating accepting input of evaluation for the aerosol generated using the control information until an appropriate evaluation is input for the timing to be changed;
    The information processing device according to claim 4.
  6.  前記制御部は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを、1つ以上の前記タイミングを含む複数のグループに分類し、不適評価がされた前記タイミングを含む前記グループを変更対象のグループとして選択し、前記変更対象のグループに含まれる全ての前記タイミングについて適評価が入力されるまで前記パラメータを変更することを含む第2の処理を実行することを、不適評価がされた前記タイミングを含む1つ以上の前記グループのうち早い前記グループから順に前記変更対象のグループを切り替えながら繰り返す、
     請求項3に記載の情報処理装置。
    The control unit uses the control information to classify the plurality of timings included in an aerosol generation period into a plurality of groups including one or more of the timings, and includes the timings that have been evaluated as unsuitable. Selecting the group as a group to be changed and performing a second process including changing the parameters until suitability evaluations are input for all the timings included in the group to be changed. repeating while switching the group to be changed in order from the earliest of the one or more groups including the evaluated timing;
    The information processing device according to claim 3.
  7.  前記第2の処理は、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを不適評価に従って変更し、変更後の制御情報に基づいてエアロゾルを生成するよう前記エアロゾル生成装置を制御し、変更後の前記制御情報を使用して生成されたエアロゾルに対する評価の入力を受け付けることを、前記変更対象のグループに含まれる全ての前記タイミングについて適評価が入力されるまで繰り返すことを含む、
     請求項6に記載の情報処理装置。
    The second process changes the parameters at one or more of the timings included in the group to be changed according to the unsuitability evaluation, and controls the aerosol generation device to generate aerosol based on the changed control information. and repeating accepting input of evaluations for the aerosol generated using the changed control information until appropriate evaluations are input for all of the timings included in the group to be changed,
    The information processing device according to claim 6.
  8.  前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを不適評価に従って変更することは、前記変更対象のグループに含まれる1つ以上の前記タイミングについての評価の統計値に基づいて、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを変更することを含む、
     請求項7に記載の情報処理装置。
    Changing the parameters at one or more of the timings included in the group to be changed in accordance with the unsuitability evaluation includes: including changing the parameter at one or more of the timings included in the group to be changed;
    The information processing device according to claim 7.
  9.  前記変更対象のグループに含まれる1つ以上の前記タイミングの各々における前記パラメータを不適評価に従って変更することは、前記変更対象のグループに含まれる1つ以上の前記タイミングの各々についての評価の相対関係に基づいて、前記変更対象のグループに含まれる1つ以上の前記タイミングにおける前記パラメータを変更することを含む、
     請求項7又は8に記載の情報処理装置。
    Changing the parameters for each of the one or more timings included in the group to be changed according to the unsuitability evaluation is based on the relative relationship of the evaluations for each of the one or more timings included in the group to be changed. changing the parameter at one or more of the timings included in the group to be changed based on
    The information processing device according to claim 7 or 8.
  10.  前記制御部は、前記グループに属する前記タイミングの数に基づいて、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを複数の前記グループに分類する、
     請求項6~9のいずれか一項に記載の情報処理装置。
    The control unit classifies the plurality of timings included in an aerosol generation period into a plurality of groups using the control information, based on the number of timings belonging to the group.
    The information processing device according to any one of claims 6 to 9.
  11.  前記制御部は、前記パラメータの時系列変化、又は前記評価の時系列変化に基づいて、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングを複数の前記グループに分類する、
     請求項6~9のいずれか一項に記載の情報処理装置。
    The control unit classifies the plurality of timings included in an aerosol generation period using the control information into a plurality of groups based on a time-series change in the parameter or a time-series change in the evaluation. ,
    The information processing device according to any one of claims 6 to 9.
  12.  前記制御部は、前記制御情報を使用してエアロゾルを生成する期間に含まれる複数の前記タイミングのうち前記パラメータが変更された第1のタイミングよりも後の第2のタイミングにおける前記パラメータを、前記第1のタイミングにおける前記パラメータの変更内容に応じて変更する、
     請求項2~11のいずれか一項に記載の情報処理装置。
    The control unit changes the parameters at a second timing subsequent to a first timing at which the parameters are changed among the plurality of timings included in a period in which aerosol is generated using the control information. changing the parameters according to the changes in the parameters at the first timing;
    The information processing device according to any one of claims 2 to 11.
  13.  前記制御部は、前記パラメータを、限定された範囲内で変更する、
     請求項1~12のいずれか一項に記載の情報処理装置。
    the control unit changes the parameter within a limited range;
    The information processing device according to any one of claims 1 to 12.
  14.  前記制御部は、前記制御情報を使用してエアロゾルを生成する期間のうち限定された期間における前記パラメータを変更する、
     請求項1~13のいずれか一項に記載の情報処理装置。
    The control unit changes the parameters during a limited period of the aerosol generation period using the control information.
    The information processing device according to any one of claims 1 to 13.
  15.  前記制御部は、前記パラメータの変更に応じて、前記制御情報を使用してエアロゾルを生成する期間の長さを変更する、
     請求項1~14のいずれか一項に記載の情報処理装置。
    The control unit changes the length of the aerosol generation period using the control information in accordance with the change in the parameter.
    The information processing device according to any one of claims 1 to 14.
  16.  基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更すること、
     を含む、情報処理方法。
    Using the control information, control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time series transition of a parameter related to the temperature for heating the aerosol source. to be modified depending on the rating entered for the generated aerosol;
    information processing methods, including
  17.  コンピュータを、
     基材に含まれるエアロゾル源を加熱してエアロゾルを生成するエアロゾル生成装置により使用される、前記エアロゾル源を加熱する温度に関するパラメータの時系列推移を規定した制御情報を、前記制御情報を使用して生成されたエアロゾルに対して入力された評価に応じて変更する制御部、
     として機能させるためのプログラム。
    computer,
    Using the control information, control information is used by an aerosol generation device that generates aerosol by heating an aerosol source contained in a base material, and defines a time series transition of a parameter related to the temperature for heating the aerosol source. a control unit that changes the generated aerosol according to the input evaluation;
    A program to function as
PCT/JP2022/013536 2022-03-23 2022-03-23 Information processing device, information processing method, and program WO2023181180A1 (en)

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190289915A1 (en) * 2018-03-23 2019-09-26 National Concessions Group Inc. Crowdsourced data for vaporizers
US20200329775A1 (en) * 2019-04-19 2020-10-22 The Kanvas Company Inc. Electronic vaporizer with automated thermal profile control
KR20210071048A (en) * 2018-11-05 2021-06-15 니코벤처스 트레이딩 리미티드 Device Calibration and Methods

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190289915A1 (en) * 2018-03-23 2019-09-26 National Concessions Group Inc. Crowdsourced data for vaporizers
KR20210071048A (en) * 2018-11-05 2021-06-15 니코벤처스 트레이딩 리미티드 Device Calibration and Methods
US20200329775A1 (en) * 2019-04-19 2020-10-22 The Kanvas Company Inc. Electronic vaporizer with automated thermal profile control

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