WO2021065953A1 - Information processing device - Google Patents

Information processing device Download PDF

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Publication number
WO2021065953A1
WO2021065953A1 PCT/JP2020/037017 JP2020037017W WO2021065953A1 WO 2021065953 A1 WO2021065953 A1 WO 2021065953A1 JP 2020037017 W JP2020037017 W JP 2020037017W WO 2021065953 A1 WO2021065953 A1 WO 2021065953A1
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WIPO (PCT)
Prior art keywords
air
information
user
unit
conditioned space
Prior art date
Application number
PCT/JP2020/037017
Other languages
French (fr)
Japanese (ja)
Inventor
智春 芦澤
貴裕 仲田
耕平 小川
純也 米田
佳那子 鈴木
Original Assignee
ダイキン工業株式会社
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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Application filed by ダイキン工業株式会社 filed Critical ダイキン工業株式会社
Priority to JP2021551338A priority Critical patent/JPWO2021065953A1/ja
Priority to CN202080068202.3A priority patent/CN114450534A/en
Publication of WO2021065953A1 publication Critical patent/WO2021065953A1/en

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    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/89—Arrangement or mounting of control or safety devices
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/50—Control or safety arrangements characterised by user interfaces or communication
    • F24F11/56—Remote control
    • F24F11/58—Remote control using Internet communication
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63—Electronic processing
    • F24F11/64—Electronic processing using pre-stored data
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63—Electronic processing
    • F24F11/65—Electronic processing for selecting an operating mode
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • F24F11/72—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/70—Control systems characterised by their outputs; Constructional details thereof
    • F24F11/80—Control systems characterised by their outputs; Constructional details thereof for controlling the temperature of the supplied air
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F5/00—Air-conditioning systems or apparatus not covered by F24F1/00 or F24F3/00, e.g. using solar heat or combined with household units such as an oven or water heater
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F7/00—Ventilation
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F7/00—Ventilation
    • F24F7/007—Ventilation with forced flow
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F8/00—Treatment, e.g. purification, of air supplied to human living or working spaces otherwise than by heating, cooling, humidifying or drying
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00—Control inputs relating to air properties
    • F24F2110/50—Air quality properties
    • F24F2110/65—Concentration of specific substances or contaminants
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2120/00—Control inputs relating to users or occupants
    • F24F2120/10—Occupancy
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2120/00—Control inputs relating to users or occupants
    • F24F2120/10—Occupancy
    • F24F2120/14—Activity of occupants

Definitions

  • Patent Document 1 Japanese Patent Laid-Open No. 2005-351509
  • the information processing device of the first viewpoint includes a first acquisition unit, a second acquisition unit, and an information output unit.
  • the first acquisition unit acquires the first information regarding allergic symptoms of the user in the air-conditioned space.
  • the second acquisition unit acquires the second information regarding the amount of allergen existing in the air-conditioned space.
  • the information output unit provides information to the user, or provides information to the device that adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
  • This information processing device can provide the user or device with information on allergic symptoms and the amount of allergen.
  • the information processing device of the second viewpoint is the device of the first viewpoint, and the first information is the number of times the user in the air-conditioned space is sneezing, the number of times of coughing, the number of times of sneezing, the skin temperature or the skin color. Includes at least one of the changes.
  • This information processing device can provide the user with information on allergic symptoms.
  • the information processing device of the third viewpoint is the device of the first viewpoint, and the allergen contains mold or pollen.
  • This information processing device can provide the user with information on the amount of mold or pollen existing in the air-conditioned space.
  • the information processing device of the fourth viewpoint is the device of the first viewpoint, and further includes a control unit and a learning unit.
  • the control unit controls the device.
  • the learning unit learns the relationship between the allergic symptoms of the user in the air-conditioned space and the amount of allergens present in the air-conditioned space.
  • the control unit controls the device based on the learning result of the learning unit.
  • the information processing device of the fifth viewpoint is the device of the first viewpoint, and further includes a control unit and a learning unit.
  • the control unit controls the device.
  • the learning department considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn relationships.
  • the control unit controls the device based on the learning result of the learning unit.
  • the sixth aspect of the air conditioning system is an air conditioning system including an information processing device and a device capable of communicating with the information processing device.
  • the information processing device includes a first acquisition unit, a second acquisition unit, an information output unit, a control unit, and a learning unit.
  • the first acquisition unit acquires the first information regarding allergic symptoms of the user in the air-conditioned space.
  • the second acquisition unit acquires the second information regarding the amount of allergen existing in the air-conditioned space.
  • the information output unit provides information to the user, or provides information to the device that adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
  • the control unit controls the device.
  • the learning department considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn relationships.
  • the control unit controls the device based on the learning result of the learning unit.
  • the equipment adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
  • the air conditioning system of the seventh viewpoint is the system of the sixth viewpoint, and the information processing device further has a storage unit and a person identification unit.
  • the storage unit stores a user list having personal identification information corresponding to the user.
  • the person identification unit identifies a user in the air-conditioned space among the users included in the user list.
  • the person identification unit determines a user who exhibits an allergic symptom among the users in the air-conditioned space.
  • the allergy-related information providing system 100 of the present embodiment corresponds to the information processing device according to claim.
  • the allergy-related information providing system 100 includes an air conditioner 200 and a user terminal 300.
  • the air conditioner 200 includes a first acquisition unit 10a, a second acquisition unit 20a, and an information output unit 30a.
  • the allergy-related information providing system 100 of the present embodiment provides the user with information on allergic symptoms and the amount of allergen.
  • Air conditioner 100 has functions of dehumidification, humidification, and ventilation in addition to the functions of cooling and heating.
  • the air conditioner 100 adjusts the temperature and humidity of the air-conditioned space and ventilates the space.
  • the first acquisition unit 10a of the air conditioner 100 acquires the first information regarding allergic symptoms of a user in the air-conditioned space.
  • the allergic symptom is the number of times of sneezing.
  • the second acquisition unit 20a of the air conditioner 100 acquires the second information regarding the amount of allergen present in the air-conditioned space.
  • the allergen is pollen in the allergy-related information providing system 100.
  • the information output unit 30a of the air conditioner 100 provides the first information regarding allergic symptoms of the user in the air-conditioned space and the second information regarding the amount of allergens present in the air-conditioned space. Based on this, information is provided to the user.
  • the information output unit 30a informs the user based on the information on the number of times the user is sneezing in the air-conditioned space and the amount of pollen existing in the air-conditioned space. Provide user-specific information.
  • the user terminal 300 receives information from the information output unit 30a of the air conditioner 200.
  • the user terminal 300 is a smartphone owned by a user in the air-conditioned space.
  • the first acquisition unit 10a of the air conditioner 200 acquires the first information regarding the number of times the user in the air-conditioned space is sneezing. Further, the second acquisition unit 20a of the air conditioner 200 acquires the second information regarding the amount of pollen existing in the air-conditioned space.
  • the user in the air-conditioned space of the air conditioner 200 provides the user-specific information based on the information on the number of times the user in the air-conditioned space sneezes and the pollen existing in the air-conditioned space. It can be acquired by the smartphone 300 from the information output unit 30a of 100.
  • the information processing device includes a first acquisition unit 10a, a second acquisition unit 20a, and an information output unit 30a.
  • the first acquisition unit 10a acquires the first information regarding allergic symptoms of the user in the air-conditioned space.
  • the second acquisition unit 20a acquires the second information regarding the amount of allergen present in the air-conditioned space.
  • the information output unit 30a provides information to the user based on the first information and the second information.
  • This information processing device can provide the user with information on allergic symptoms and the amount of allergen.
  • the first information includes at least one of the number of times the user in the air-conditioned space is sneezing, the number of times of coughing, the number of times of sneezing, and the change in skin temperature or skin color.
  • This information processing device can provide the user with information on allergic symptoms such as the number of times of sneezing, the number of times of coughing, the number of times of sneezing, and the change of skin temperature or skin color.
  • the allergen includes mold or pollen.
  • This information processing device can provide the user with information on the amount of mold or pollen existing in the air-conditioned space.
  • the air conditioning system 1 of the present embodiment includes an allergy-related information providing system 110, an air purifier 210, and an air conditioner 240.
  • the allergy-related information providing system 110 of the present embodiment corresponds to the information processing device according to the claim.
  • the allergy-related information providing system 110 includes an allergen sensor 220, a camera 230, a user terminal 300, and a server device 400.
  • the server device 400 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, and a learning unit 50.
  • the allergy-related information providing system 110 of the present embodiment provides information on operation instructions to the air purifier 210 or the air conditioner 240 based on the allergic symptoms and the amount of allergen.
  • the allergy-related information providing system 110 of the present embodiment provides the user 310 with a user-specific report regarding allergic symptoms and the amount of allergen.
  • the server device 400 is realized by a computer.
  • the server device 400 includes a control arithmetic unit and a storage device.
  • a processor such as a CPU or GPU can be used as the control arithmetic unit.
  • the control arithmetic unit reads a program stored in the storage device and performs predetermined image processing and arithmetic processing according to the program. Further, the control arithmetic unit can write the arithmetic result to the storage device and read the information stored in the storage device according to the program.
  • FIG. 2 shows various functional blocks realized by the control arithmetic unit.
  • the storage device can be used as a database.
  • the server device 400 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, and a learning unit 50.
  • the first acquisition unit 10b of the server device 400 acquires the first information regarding the allergic symptom of the user 310 in the air-conditioned space 500.
  • the allergic symptom is the number of sneezes.
  • the second acquisition unit 20b of the server device 400 acquires the second information regarding the amount of allergen present in the air-conditioned space 500.
  • the allergen includes mold or pollen.
  • the information output unit 30b of the server device 400 contains information on the number of times the user 310 in the air-conditioned space 500 sneezes, and information on the amount of mold or pollen present in the air-conditioned space 500. Based on the above, the air purifier 210 or the air conditioner 240 is provided with information regarding the operation instruction. Further, the information output unit 30b of the server device 400 provides the user 310 with a report of information specific to the user.
  • Control unit 40 of the server device 400 is an air purifier 210 that purifies the air in the air-conditioned space 500, and air that adjusts the temperature and / or humidity or ventilates the air-conditioned space 500. Controls the air conditioner 240. Further, the control unit 40 is based on the learning result of the learning unit 50, the air purifier 210 that purifies the air in the air-conditioned space 500, and the air conditioning that adjusts the temperature and / or the humidity or ventilation of the air-conditioned space 500. Control the machine 240.
  • the learning unit 50 of the server device 400 takes into account that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the user 310 in the air conditioning target space 500. Learn the relationship between the number of squeaks and the amount of mold or pollen present in the air-conditioned space 500.
  • FIG. 3 shows the concept of learning the relationship between allergic symptoms and allergens by the learning unit 50 of the allergy-related information providing system 110 of the present embodiment.
  • the server device 400 learns the causative allergen from the number of sneezes and the amount of allergen.
  • the server device 400 creates and sends a user-specific report to the user.
  • the server device 400 issues an operation instruction to the air purifier 210 and the ventilation fan 240 to purify and ventilate the air so that the causative allergen does not increase. After cleaning and ventilating the air, if the sneezing of the user 310 is resolved, the air is cleaned and ventilated continuously as it is. After cleaning the air and ventilating, if the sneezing of the user 310 is not eliminated and there is no change, the server device 400 performs additional learning.
  • the learning method by the learning unit 50 is, for example, supervised learning.
  • Models or algorithms used in supervised learning include regression analysis, time series analysis, decision trees, support vector machines, neural networks, ensemble learning, and the like.
  • the user terminal 300 receives information from the information output unit 30b of the server device 400.
  • the user terminal 300 is a smartphone owned by the user 310 in the air-conditioned space 500.
  • the smartphone 300 receives information on the allergic symptoms of the user 310 and the amount of allergens present in the air-conditioned space 500 from the information output unit 30b of the server device 400 via the network 90.
  • the allergen sensor 220 is installed on the ceiling, wall, floor, or the like of the air-conditioned space 500.
  • the allergen sensor 220 detects the amount of allergen present in the air-conditioned space 500 and transmits it to the second acquisition unit 20b of the server device 400 via the network 90.
  • the camera 230 is installed on the ceiling or wall of the air-conditioned space 500.
  • the camera 230 detects the allergic symptom of the user 310 in the air-conditioned space 500 and transmits it to the first acquisition unit 10b of the server device 400 via the network 90.
  • the air conditioner 240 has functions of dehumidification, humidification, and ventilation in addition to the functions of cooling and heating.
  • the air conditioner 240 adjusts the temperature and / or the humidity or ventilation of the air-conditioned space.
  • the air conditioner 240 includes a ventilation device.
  • FIGS. 4A, 4B, and 4C The flowchart of the allergy-related information providing system 110 of the present embodiment is shown in FIGS. 4A, 4B, and 4C.
  • the environment side corresponds to the air-conditioned space 500.
  • the user side corresponds to the first acquisition unit 10b of the air conditioning target space 500.
  • the allergen detection / learning side corresponds to any one of the allergen sensor 220 of the air-conditioned space 500, the second acquisition unit 20b of the server device 400, and the learning unit 50 of the server device 400.
  • the actuator side corresponds to the air purifier 210 or the air conditioner 240.
  • step S12 when some allergen present in the air-conditioned space 500 increases (step S12), the allergic reaction of the user 310 frequently occurs (step S22).
  • step S30 When the camera 230 detects the allergic reaction of the user 310 (step S30), at this time, a large amount of allergen is searched for in the air-conditioned space 500 (step S32).
  • step S34 the air purifier 210 is operated when the amount of pollen is large (step S52).
  • step S52 after operating the air purifier 210 (step S52), pollen is reduced in the air-conditioned space 500 (step S14).
  • step S24 it is determined whether or not the allergic reaction of the user 310 has decreased.
  • the allergic reaction of the user 310 is reduced (Yes in step S24)
  • the learning result is saved as shown in FIG. 4C (step S42), and a report on the detection result of the allergen and the allergic reaction is submitted to the user 310 (step). S44).
  • step S36 allergens other than pollen and having a large amount are searched for (step S36).
  • step S38 when the amount of mold is large, it is decomposed by the streamer of the air purifier 240 to eliminate the mold in the air, and the dehumidifying operation is performed to reduce the source of the mold (step). S54).
  • step S54 when there is a lot of mold, it is decomposed by the streamer of the air purifier 240 to eliminate the mold in the air, and after performing a dehumidifying operation to reduce the source of the mold (step S54), the object to be air-conditioned. Mold is reduced in space 500 (step S16).
  • step S26 it is determined whether or not the allergic reaction of the user 310 has decreased.
  • the learning result is saved (step S42), and a report on the detection result of the allergen and the allergic reaction is submitted to the user 310 (step S44). If the allergic reaction of the user 310 is not reduced (No in step S26), the learning unit 50 relearns.
  • allergens other than pollen and mold are searched for in a large amount (step S40).
  • step S40 the same steps as in step S36 and subsequent steps are repeated.
  • FIG. 5 shows a flowchart for controlling the device.
  • the device is an air purifier 210 or an air conditioner 240.
  • the first acquisition unit 10b acquires the first information (step S50).
  • the second acquisition unit 20b acquires the second information (step S52).
  • the information output unit 30b transmits information regarding the operation instruction of the device to the device based on the first information and the second information (step S54).
  • the control unit 40 controls the device based on the information regarding the operation instruction of the device (step S56).
  • the first acquisition unit 10b acquires the first information after the device is controlled (step S58).
  • the second acquisition unit 20b acquires the second information after the device is controlled (step S60).
  • the learning unit 50 learns the relationship between the number of times the user sneezes and the amount of mold or pollen existing in the air-conditioned space in consideration of the fact that the air-conditioning control or the air cleaning control is performed (step S62).
  • the information processing device includes a first acquisition unit 10b, a second acquisition unit 20b, and an information output unit 30b.
  • the first acquisition unit 10b acquires the first information regarding the allergic symptom of the user in the air-conditioned space.
  • the second acquisition unit 20b acquires the second information regarding the amount of allergen present in the air-conditioned space.
  • the information output unit 30b provides information to the user based on the first information and the second information, or provides information to the device that performs temperature adjustment and / or humidity adjustment or air cleaning or ventilation.
  • This information processing device can provide the user or device with information on allergic symptoms and the amount of allergen.
  • the first information includes at least one of the number of times the user in the air-conditioned space is sneezing, the number of times of coughing, the number of times of sneezing, and the change in skin temperature or skin color.
  • This information processing device can provide the user with information on allergic symptoms such as the number of times of sneezing, the number of times of coughing, the number of times of sneezing, and the change of skin temperature or skin color.
  • the allergen includes mold or pollen.
  • This information processing device can provide the user with information on the amount of mold or pollen existing in the air-conditioned space.
  • the information processing device further includes a control unit 40 and a learning unit 50.
  • the control unit 40 controls the device.
  • the learning unit 50 learns the relationship between the allergic symptoms of the user in the air-conditioned space and the amount of allergens present in the air-conditioned space.
  • the control unit 40 controls the device based on the learning result of the learning unit 50.
  • the information processing device further includes a control unit 40 and a learning unit 50.
  • the control unit 40 controls the device.
  • the learning unit 50 considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn the relationship.
  • the control unit 40 controls the device based on the learning result of the learning unit 50.
  • the air conditioning system 2 of the present embodiment includes an allergy-related information providing system 120, an air purifier 210, and an air conditioner 240.
  • the allergy-related information providing system 120 of the present embodiment corresponds to the information processing device according to the claim.
  • the allergy-related information providing system 120 includes an allergen sensor 220, a camera 230, a user terminal 300, and a server device 410.
  • the server device 410 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, a learning unit 50, a storage unit 60, and a person identification unit 70. ..
  • the air conditioning system 2 of the present embodiment provides information on operation instructions to the air purifier 210 or the air conditioner 240 based on the allergic symptoms and the amount of allergen.
  • the air conditioning system 2 of the present embodiment provides the user 310 with a user-specific report on allergic symptoms and the amount of allergen.
  • the server device 410 is realized by a computer.
  • the server device 410 includes a control arithmetic unit (not shown) and a storage unit 60.
  • a processor such as a CPU or GPU can be used as the control arithmetic unit.
  • the control arithmetic unit reads a program stored in the storage unit 60, and performs predetermined image processing and arithmetic processing according to this program. Further, the control arithmetic unit can write the arithmetic result to the storage unit 60 and read the information stored in the storage unit 60 according to the program.
  • FIG. 6 shows various functional blocks realized by the control arithmetic unit.
  • the storage unit 60 can be used as a database.
  • the server device 410 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, a learning unit 50, and a person identification unit 70.
  • the first acquisition unit 10b of the server device 410 acquires the first information regarding the allergic symptom of the user 310 in the air-conditioned space 500.
  • the allergic symptom is the number of sneezes.
  • the second acquisition unit 20b of the server device 410 acquires the second information regarding the amount of allergen present in the air-conditioned space 500.
  • the allergen contains mold or pollen.
  • the information output unit 30b of the server device 410 information about the number of times the user 310 in the air-conditioned space 500 sneezes, and information about the amount of mold or pollen existing in the air-conditioned space 500. Based on the above, the air purifier 210 or the air conditioner 240 is provided with information regarding the operation instruction. Further, the information output unit 30b of the server device 410 provides the user 310 with a report of information specific to the user.
  • Control unit 40 of the server device 410 is an air purifier 210 that purifies the air in the air-conditioned space 500, and air that adjusts the temperature and / or humidity or ventilates the air-conditioned space 500. Controls the air conditioner 240. Further, the control unit 40 is based on the learning result of the learning unit 50, the air purifier 210 that purifies the air in the air-conditioned space 500, and the air conditioning that adjusts the temperature and / or the humidity or ventilation of the air-conditioned space 500. Control the machine 240.
  • the learning unit 50 of the server device 410 takes into account that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the user 310 in the air conditioning target space 500. Learn the relationship between the number of squeaks and the amount of mold or pollen present in the air-conditioned space 500.
  • the concept of learning the relationship between allergic symptoms and allergens by the learning unit 50 of the air conditioning system 2 of the present embodiment is essentially the same as the learning by the learning unit 50 of the second embodiment shown in FIG.
  • the storage unit 60 of the server device 410 stores the user list.
  • the user list contains personal identification information corresponding to each user.
  • the person identification information is information for identifying an individual user.
  • FIG. 8 An example of the user list is shown in FIG. As shown in FIG. 8, the users of the air purifier 210 and the air conditioner 240 are a father, a mother, and a child.
  • the person-specific information corresponding to each user is the color of the crown, the color of the skin of the face, the shape of the head, the body shape, and the size of the eyes.
  • the person identification unit 70 of the server device 410 is in the air-conditioned space 500 using the person identification information corresponding to each user in the user list stored in the storage unit 60. Identify the user 310.
  • the user 310 in the air conditioning target space 500 is a father.
  • the person identification unit 70 determines a user who has an allergic symptom.
  • the user 310 who has caused an allergic symptom is determined to be a father.
  • the first information acquired by the first acquisition unit 10b is associated with the personal identification information of the father who is the user 310 who has caused the allergic symptom, and is stored in the storage unit 60.
  • the user terminal 300 receives information from the information output unit 30b of the server device 410.
  • the user terminal 300 is a smartphone owned by the user 310 in the air conditioning target space 500.
  • the smartphone 300 receives information on the allergic symptoms of the user 310 and the amount of allergens present in the air-conditioned space 500 from the information output unit 30b of the server device 410 via the network 90.
  • the allergen sensor 220 is installed on the ceiling, wall, floor, or the like of the air-conditioned space 500.
  • the allergen sensor 220 detects the amount of allergen present in the air-conditioned space 500 and transmits it to the second acquisition unit 20b of the server device 410 via the network 90.
  • the camera 230 is installed on the ceiling or wall of the air-conditioned space 500.
  • the camera 230 detects the allergic symptom of the user 310 in the air-conditioned space 500 and transmits it to the first acquisition unit 10b of the server device 410 via the network 90. Further, the camera 230 detects the user 310 in the air-conditioned space 500, and the image data obtained by detecting the user 310 is transmitted to the person identification unit 70 of the server device 410 via the network 90.
  • the air conditioner 240 has functions of dehumidification, humidification, and ventilation in addition to the functions of cooling and heating.
  • the air conditioner 240 adjusts the temperature and / or the humidity or ventilation of the air-conditioned space.
  • the air conditioner 240 includes a ventilation device.
  • FIG. 7 shows a flowchart for controlling the device.
  • the device is an air purifier 210 or an air conditioner 240.
  • the camera 230 is used to image the air-conditioned space 500, and the person identification unit 70 identifies a user in the air-conditioned space 500 (step S70).
  • the first acquisition unit 10b acquires the first information (step S72).
  • the person identification unit 70 determines a user who has an allergic symptom (step S74). When the user who has caused the allergic symptom is determined, the first information and the person identification information of the user who has caused the allergic symptom are associated with each other and stored in the storage unit 60.
  • the second acquisition unit 20b acquires the second information (step S76).
  • the information output unit 30b transmits information regarding the operation instruction of the device to the device based on the first information and the second information (step S78).
  • the control unit 40 controls the device based on the information regarding the operation instruction of the device (step S80).
  • the first acquisition unit 10b acquires the first information after the device is controlled (step S82).
  • the second acquisition unit 20b acquires the second information after the device is controlled (step S84).
  • the learning unit 50 learns the relationship between the number of times the user sneezes and the amount of mold or pollen existing in the air-conditioned space in consideration of the fact that the air-conditioning control or the air cleaning control is performed (step S86).
  • the air conditioning system 2 includes an information processing device and a device capable of communicating with the information processing device.
  • the information processing device includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, and a learning unit 50.
  • the first acquisition unit 10b acquires the first information regarding the allergic symptom of the user in the air-conditioned space.
  • the second acquisition unit 20b acquires the second information regarding the amount of allergen present in the air-conditioned space.
  • the information output unit 30b provides information to the user based on the first information and the second information, or provides information to a device that adjusts the temperature and / or humidity of the air-conditioned space or performs air cleaning or ventilation.
  • the control unit 40 controls the device.
  • the learning unit 50 considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn the relationship.
  • the control unit controls the device based on the learning result of the learning unit.
  • the equipment adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
  • this air conditioning system 2 by learning by associating information on allergic symptoms with the amount of allergen, devices such as an air purifier 210 and an air conditioner 240 are controlled so that the causative allergen does not increase, and air purification and ventilation are performed. It can be carried out.
  • the information processing device further includes a storage unit 60 and a person identification unit 70.
  • the storage unit 60 stores a user list having personal identification information corresponding to the user.
  • the person identification unit 70 identifies a user in the air-conditioned space among the users included in the user list.
  • the person identification unit 70 determines a user who exhibits an allergic symptom among the users in the air-conditioned space.
  • this air conditioning system 2 it is possible to identify an individual user who has an allergic symptom by using personal identification information among the users included in the user list, and provide allergic information to the identified user.
  • Air conditioning system 100 1
  • Allergy-related information providing system 200 240
  • Air conditioner 210 Air purifier 220
  • Allergen sensor 230 Camera
  • User 400 410
  • Server device 500 Air conditioning target space 10a, 10b First acquisition Units 20a, 20b Second acquisition unit 30a, 30b Information output unit 40
  • Control unit 50 Learning unit 60

Abstract

This information processing device is provided with: a first acquisition unit (10a, 10b) for acquiring first information related to allergic symptoms of a user in an air-conditioning target space; a second acquisition unit (20a, 20b) for acquiring second information related to the amount of allergens present in the air-conditioning target space; and an information output unit (30a, 30b) that, on the basis of the first information and the second information, provides information to the user, or provides information to devices for performing temperature adjustment and/or humidity adjustment, air cleaning, or ventilation, of the air-conditioning target space.

Description

情報処理装置Information processing device
　情報処理装置に関する。 Regarding information processing equipment.
　従来、ユーザがした咳又はくしゃみの音声を検知して、音声検知信号が入力されると、正イオン及び負イオンを発生するように制御することで、ユーザが所定の疾患を発症した時に、この疾患を抑制することができる（特許文献１（特開２００５－３５１５０９））。 Conventionally, when a user develops a predetermined disease by detecting the coughing or sneezing voice of the user and controlling the generation of positive ions and negative ions when the voice detection signal is input, this is performed. Diseases can be suppressed (Patent Document 1 (Japanese Patent Laid-Open No. 2005-351509)).
　くしゃみ情報とアレルゲンを関連付けて学習して原因アレルゲンが増えないように空気清浄や換気を自動で行うことが難しいという課題がある。 There is a problem that it is difficult to automatically clean the air and ventilate so that the causative allergen does not increase by learning by associating the sneezing information with the allergen.
　第１観点の情報処理装置は、第１取得部と、第２取得部と、情報出力部と、を備える。第１取得部は、空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する。第２取得部は、空調対象空間に存在するアレルゲンの量に関する第２情報を取得する。情報出力部は、第１情報および第２情報に基づいて、ユーザに対する情報提供、または、空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う機器に対する情報提供、を行う。 The information processing device of the first viewpoint includes a first acquisition unit, a second acquisition unit, and an information output unit. The first acquisition unit acquires the first information regarding allergic symptoms of the user in the air-conditioned space. The second acquisition unit acquires the second information regarding the amount of allergen existing in the air-conditioned space. Based on the first information and the second information, the information output unit provides information to the user, or provides information to the device that adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
　この情報処理装置では、アレルギー症状とアレルゲン量に関する情報をユーザまたは機器に提供することができる。 This information processing device can provide the user or device with information on allergic symptoms and the amount of allergen.
　第２観点の情報処理装置は、第１観点の装置であって、第１情報は、空調対象空間に居るユーザのくしゃみの回数、咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含む。 The information processing device of the second viewpoint is the device of the first viewpoint, and the first information is the number of times the user in the air-conditioned space is sneezing, the number of times of coughing, the number of times of sneezing, the skin temperature or the skin color. Includes at least one of the changes.
　この情報処理装置では、アレルギー症状に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on allergic symptoms.
　第３観点の情報処理装置は、第１観点の装置であって、アレルゲンは、カビもしくは花粉を含む。 The information processing device of the third viewpoint is the device of the first viewpoint, and the allergen contains mold or pollen.
　この情報処理装置では、空調対象空間に存在するカビもしくは花粉の量に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on the amount of mold or pollen existing in the air-conditioned space.
　第４観点の情報処理装置は、第１観点の装置であって、制御部と、学習部と、をさらに備える。制御部は、機器を制御する。学習部は、機器を制御した後に、空調対象空間に居るユーザのアレルギー症状と、空調対象空間に存在するアレルゲンの量との関係を学習する。制御部は、学習部の学習結果に基づいて、機器を制御する。 The information processing device of the fourth viewpoint is the device of the first viewpoint, and further includes a control unit and a learning unit. The control unit controls the device. After controlling the device, the learning unit learns the relationship between the allergic symptoms of the user in the air-conditioned space and the amount of allergens present in the air-conditioned space. The control unit controls the device based on the learning result of the learning unit.
　この情報処理装置では、アレルギー症状に関する情報とアレルゲン量を関連付けて学習することによって、原因アレルゲンが増えないように空気清浄や換気を自動で行うことができる。 With this information processing device, by learning by associating information on allergic symptoms with the amount of allergen, it is possible to automatically clean the air and ventilate so that the causative allergen does not increase.
　第５観点の情報処理装置は、第１観点の装置であって、制御部と、学習部と、をさらに備える。制御部は、機器を制御する。学習部は、空調制御または空気清浄制御の後に、空調制御または空気清浄制御を行ったことを加味して、空調対象空間に居るユーザのアレルギー症状と、空調対象空間に存在するアレルゲンの量との関係を学習する。制御部は、学習部の学習結果に基づいて、機器を制御する。 The information processing device of the fifth viewpoint is the device of the first viewpoint, and further includes a control unit and a learning unit. The control unit controls the device. The learning department considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn relationships. The control unit controls the device based on the learning result of the learning unit.
　この情報処理装置では、アレルギー症状に関する情報とアレルゲン量を関連付けて学習することによって、原因アレルゲンが増えないように空気清浄や換気を自動で行うことができる。 With this information processing device, by learning by associating information on allergic symptoms with the amount of allergen, it is possible to automatically clean the air and ventilate so that the causative allergen does not increase.
　第６観点の空調システムは、情報処理装置と、情報処理装置と通信可能な機器とを備えた空調システムである。情報処理装置は、第１取得部と、第２取得部と、情報出力部と、制御部と、学習部と、を有する。第１取得部は、空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する。第２取得部は、空調対象空間に存在するアレルゲンの量に関する第２情報を取得する。情報出力部は、第１情報および第２情報に基づいて、ユーザに対する情報提供、または、空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う機器に対する情報提供、を行う。制御部は、機器を制御する。学習部は、空調制御または空気清浄制御の後に、空調制御または空気清浄制御を行ったことを加味して、空調対象空間に居るユーザのアレルギー症状と、空調対象空間に存在するアレルゲンの量との関係を学習する。制御部は、学習部の学習結果に基づいて、機器を制御する。機器は、空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う。 The sixth aspect of the air conditioning system is an air conditioning system including an information processing device and a device capable of communicating with the information processing device. The information processing device includes a first acquisition unit, a second acquisition unit, an information output unit, a control unit, and a learning unit. The first acquisition unit acquires the first information regarding allergic symptoms of the user in the air-conditioned space. The second acquisition unit acquires the second information regarding the amount of allergen existing in the air-conditioned space. Based on the first information and the second information, the information output unit provides information to the user, or provides information to the device that adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air. The control unit controls the device. The learning department considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn relationships. The control unit controls the device based on the learning result of the learning unit. The equipment adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
　この空調システムでは、アレルギー症状に関する情報とアレルゲン量を関連づけて学習することによって、原因アレルゲンが増えないように機器を制御して、空気清浄や換気を行うことができる。 In this air conditioning system, by learning by associating information on allergic symptoms with the amount of allergens, it is possible to control the equipment so that the causative allergens do not increase, and perform air purification and ventilation.
　第７観点の空調システムは、第６観点のシステムであって、情報処理装置は、記憶部と、人物特定部と、をさらに有する。記憶部は、ユーザに対応する人物特定情報を有するユーザリストを記憶する。人物特定部は、ユーザリストに含まれるユーザのうち、空調対象空間に居るユーザを特定する。人物特定部は、空調対象空間に居るユーザのうち、アレルギー症状を示すユーザを判別する。 The air conditioning system of the seventh viewpoint is the system of the sixth viewpoint, and the information processing device further has a storage unit and a person identification unit. The storage unit stores a user list having personal identification information corresponding to the user. The person identification unit identifies a user in the air-conditioned space among the users included in the user list. The person identification unit determines a user who exhibits an allergic symptom among the users in the air-conditioned space.
　この空調システムでは、ユーザリストに含まれるユーザのうち、人物特定情報を用いてアレルギー症状を起こしたユーザ個人を特定し、特定されたユーザに対するアレルギー情報を提供することができる。 In this air conditioning system, among the users included in the user list, it is possible to identify an individual user who has an allergic symptom by using personal identification information and provide allergic information to the identified user.
アレルギー関連情報提供システムの機能ブロック図である。It is a functional block diagram of an allergy-related information providing system. アレルギー関連情報提供システムの機能ブロック図である。It is a functional block diagram of an allergy-related information providing system. アレルギー関連情報提供システムの関係の学習の概念図である。It is a conceptual diagram of learning of the relationship of the allergy-related information providing system. アレルギー関連情報提供システムのフローチャートである。It is a flowchart of an allergy-related information providing system. アレルギー関連情報提供システムのフローチャートである。It is a flowchart of an allergy-related information providing system. アレルギー関連情報提供システムのフローチャートである。It is a flowchart of an allergy-related information providing system. 機器の制御に関するフローチャートである。It is a flowchart about control of a device. 空調システムの機能ブロック図である。It is a functional block diagram of an air conditioning system. 機器の制御に関するフローチャートである。It is a flowchart about control of a device. 各ユーザに対応する人物特定情報を含むユーザリストである。It is a user list including person identification information corresponding to each user.
　＜第１実施形態＞
　（１）全体構成
　本実施形態のアレルギー関連情報提供システム１００は、請求項に記載の情報処理装置に相当する。図１に示すように、アレルギー関連情報提供システム１００は、空気調和機２００と、ユーザ端末３００と、を備えている。空気調和機２００は、第１取得部１０ａと、第２取得部２０ａと、情報出力部３０ａと、を備えている。本実施形態のアレルギー関連情報提供システム１００は、アレルギー症状とアレルゲンの量に関する情報をユーザに提供する。 <First Embodiment>
(1) Overall Configuration The allergy-related information providing system 100 of the present embodiment corresponds to the information processing device according to claim. As shown in FIG. 1, the allergy-related information providing system 100 includes an air conditioner 200 and a user terminal 300. The air conditioner 200 includes a first acquisition unit 10a, a second acquisition unit 20a, and an information output unit 30a. The allergy-related information providing system 100 of the present embodiment provides the user with information on allergic symptoms and the amount of allergen.
　（２）詳細構成
　（２－１）空気調和機
　空気調和機１００は、冷房、暖房の機能に加えて、除湿、加湿、換気の機能を有する。空気調和機１００は、空調対象空間の温湿度調整、および換気を行う。 (2) Detailed configuration (2-1) Air conditioner The air conditioner 100 has functions of dehumidification, humidification, and ventilation in addition to the functions of cooling and heating. The air conditioner 100 adjusts the temperature and humidity of the air-conditioned space and ventilates the space.
　（２－１－１）第１取得部
　空気調和機１００の第１取得部１０ａは、空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する。本実施形態ではアレルギー関連情報提供システム１００において、アレルギー症状はくしゃみの回数とする。 (2-1-1) First Acquisition Unit The first acquisition unit 10a of the air conditioner 100 acquires the first information regarding allergic symptoms of a user in the air-conditioned space. In the present embodiment, in the allergy-related information providing system 100, the allergic symptom is the number of times of sneezing.
　（２－１－２）第２取得部
　空気調和機１００の第２取得部２０ａは、空調対象空間に存在するアレルゲンの量に関する第２情報を取得する。本実施形態ではアレルギー関連情報提供システム１００において、アレルゲンは花粉とする。 (2-1-2) Second Acquisition Unit The second acquisition unit 20a of the air conditioner 100 acquires the second information regarding the amount of allergen present in the air-conditioned space. In the present embodiment, the allergen is pollen in the allergy-related information providing system 100.
　（２－１－３）情報出力部
　空気調和機１００の情報出力部３０ａは、空調対象空間に居るユーザのアレルギー症状に関する第１情報、および空調対象空間に存在するアレルゲンの量に関する第２情報に基づいて、ユーザに対する情報提供を行う。本実施形態ではアレルギー関連情報提供システム１００において、情報出力部３０ａは、空調対象空間に居るユーザのくしゃみの回数に関する情報、および空調対象空間に存在する花粉の量に関する情報に基づいて、ユーザにそのユーザ特有の情報を提供する。 (2-1-3) Information output unit The information output unit 30a of the air conditioner 100 provides the first information regarding allergic symptoms of the user in the air-conditioned space and the second information regarding the amount of allergens present in the air-conditioned space. Based on this, information is provided to the user. In the present embodiment, in the allergy-related information providing system 100, the information output unit 30a informs the user based on the information on the number of times the user is sneezing in the air-conditioned space and the amount of pollen existing in the air-conditioned space. Provide user-specific information.
　（２－２）ユーザ端末
　ユーザ端末３００は、空気調和機２００の情報出力部３０ａからの情報を受信する。本実施形態ではアレルギー関連情報提供システム１００において、ユーザ端末３００は、空調対象空間に居るユーザが有するスマートフォンとする。 (2-2) User terminal The user terminal 300 receives information from the information output unit 30a of the air conditioner 200. In the present embodiment, in the allergy-related information providing system 100, the user terminal 300 is a smartphone owned by a user in the air-conditioned space.
　（３）全体動作
　空気調和機２００の空調対象空間にユーザが居る場合について説明する。空気調和機２００の第１取得部１０ａは、空調対象空間に居るユーザのくしゃみの回数に関する第１情報を取得する。また、空気調和機２００の第２取得部２０ａは、空調対象空間に存在する花粉の量に関する第２情報を取得する。 (3) Overall Operation A case where a user is present in the air-conditioned space of the air conditioner 200 will be described. The first acquisition unit 10a of the air conditioner 200 acquires the first information regarding the number of times the user in the air-conditioned space is sneezing. Further, the second acquisition unit 20a of the air conditioner 200 acquires the second information regarding the amount of pollen existing in the air-conditioned space.
　空気調和機２００の空調対象空間に居るユーザは、空調対象空間に居るユーザのくしゃみの回数に関する情報、および空調対象空間に存在する花粉に関する情報に基づいて、そのユーザ特有の情報を、空気調和機１００の情報出力部３０ａから、スマートフォン３００によって取得することができる。 The user in the air-conditioned space of the air conditioner 200 provides the user-specific information based on the information on the number of times the user in the air-conditioned space sneezes and the pollen existing in the air-conditioned space. It can be acquired by the smartphone 300 from the information output unit 30a of 100.
　（４）特徴
　（４－１）
　本実施形態に係る情報処理装置では、第１取得部１０ａと、第２取得部２０ａと、情報出力部３０ａと、を備える。第１取得部１０ａは、空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する。第２取得部２０ａは、空調対象空間に存在するアレルゲンの量に関する第２情報を取得する。情報出力部３０ａは、第１情報および第２情報に基づいて、ユーザに対する情報提供を行う。 (4) Features (4-1)
The information processing device according to the present embodiment includes a first acquisition unit 10a, a second acquisition unit 20a, and an information output unit 30a. The first acquisition unit 10a acquires the first information regarding allergic symptoms of the user in the air-conditioned space. The second acquisition unit 20a acquires the second information regarding the amount of allergen present in the air-conditioned space. The information output unit 30a provides information to the user based on the first information and the second information.
　この情報処理装置では、アレルギー症状とアレルゲン量に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on allergic symptoms and the amount of allergen.
　（４－２）
　本実施形態に係る情報処理装置では、第１情報は、空調対象空間に居るユーザのくしゃみの回数、咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含む。 (4-2)
In the information processing apparatus according to the present embodiment, the first information includes at least one of the number of times the user in the air-conditioned space is sneezing, the number of times of coughing, the number of times of sneezing, and the change in skin temperature or skin color.
　この情報処理装置では、くしゃみの回数、咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化などのアレルギー症状に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on allergic symptoms such as the number of times of sneezing, the number of times of coughing, the number of times of sneezing, and the change of skin temperature or skin color.
　（４－３）
　本実施形態に係る情報処理装置では、アレルゲンは、カビもしくは花粉を含む。 (4-3)
In the information processing apparatus according to the present embodiment, the allergen includes mold or pollen.
　この情報処理装置では、空調対象空間に存在するカビもしくは花粉の量に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on the amount of mold or pollen existing in the air-conditioned space.
　（５）変形例
　（５－１）変形例１Ａ
　本実施形態のアレルギー関連情報提供システム１００では、空調対象空間に居るユーザのアレルギー症状に関する第１情報が、空調対象空間に居るユーザのくしゃみの回数である場合について説明したが、空調対象空間に居るユーザの咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含むようにしてもよい。 (5) Modification example (5-1) Modification example 1A
In the allergy-related information providing system 100 of the present embodiment, the case where the first information regarding the allergic symptom of the user in the air-conditioned space is the number of times the user in the air-conditioned space sneezes has been described. It may include at least one of the user's coughing frequency, sneezing frequency, skin temperature or skin color change.
　（５－２）変形例１Ｂ
　本実施形態のアレルギー関連情報提供システム１００では、空調対象空間に存在するアレルゲンの量に関する第２情報が、空調対象空間に存在する花粉の量である場合について説明したが、カビ、埃などの量でもよい。 (5-2) Modification 1B
In the allergy-related information providing system 100 of the present embodiment, the case where the second information regarding the amount of allergen existing in the air-conditioned space is the amount of pollen existing in the air-conditioned space has been described, but the amount of mold, dust, etc. It may be.
　（５－３）変形例１Ｃ
　本実施形態のアレルギー関連情報提供システム１００では、ユーザ端末３００がスマートフォンである場合について説明したが、パソコンであってもよい。 (5-3) Modification 1C
In the allergy-related information providing system 100 of the present embodiment, the case where the user terminal 300 is a smartphone has been described, but it may be a personal computer.
　＜第２実施形態＞
　（１）全体構成
　本実施形態の空調システム１は、アレルギー関連情報提供システム１１０と、空気清浄機２１０と、空気調和機２４０と、を備えている。 <Second Embodiment>
(1) Overall Configuration The air conditioning system 1 of the present embodiment includes an allergy-related information providing system 110, an air purifier 210, and an air conditioner 240.
　本実施形態のアレルギー関連情報提供システム１１０は、請求項に記載の情報処理装置に相当する。 The allergy-related information providing system 110 of the present embodiment corresponds to the information processing device according to the claim.
　アレルギー関連情報提供システム１１０は、アレルゲンセンサ２２０と、カメラ２３０と、ユーザ端末３００と、サーバ装置４００と、を備えている。サーバ装置４００は、第１取得部１０ｂと、第２取得部２０ｂと、情報出力部３０ｂと、制御部４０と、学習部５０と、を備えている。 The allergy-related information providing system 110 includes an allergen sensor 220, a camera 230, a user terminal 300, and a server device 400. The server device 400 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, and a learning unit 50.
　本実施形態のアレルギー関連情報提供システム１１０は、アレルギー症状とアレルゲンの量に基づいて、空気清浄機２１０もしくは空気調和機２４０に、動作指示に関する情報を提供する。また、本実施形態のアレルギー関連情報提供システム１１０は、ユーザ３１０に、アレルギー症状とアレルゲンの量に関するユーザ特有のレポートを提供する。 The allergy-related information providing system 110 of the present embodiment provides information on operation instructions to the air purifier 210 or the air conditioner 240 based on the allergic symptoms and the amount of allergen. In addition, the allergy-related information providing system 110 of the present embodiment provides the user 310 with a user-specific report regarding allergic symptoms and the amount of allergen.
　（２）詳細構成
　（２－１）サーバ装置
　サーバ装置４００はコンピュータにより実現されるものである。サーバ装置４００は、制御演算装置と記憶装置とを備える。制御演算装置には、ＣＰＵ又はＧＰＵといったプロセッサを使用できる。制御演算装置は、記憶装置に記憶されているプログラムを読み出し、このプログラムに従って所定の画像処理や演算処理を行う。さらに、制御演算装置は、プログラムに従って、演算結果を記憶装置に書き込んだり、記憶装置に記憶されている情報を読み出したりすることができる。図２は、制御演算装置により実現される各種の機能ブロックを示している。記憶装置は、データベースとして用いることができる。 (2) Detailed configuration (2-1) Server device The server device 400 is realized by a computer. The server device 400 includes a control arithmetic unit and a storage device. A processor such as a CPU or GPU can be used as the control arithmetic unit. The control arithmetic unit reads a program stored in the storage device and performs predetermined image processing and arithmetic processing according to the program. Further, the control arithmetic unit can write the arithmetic result to the storage device and read the information stored in the storage device according to the program. FIG. 2 shows various functional blocks realized by the control arithmetic unit. The storage device can be used as a database.
　サーバ装置４００は、第１取得部１０ｂと、第２取得部２０ｂと、情報出力部３０ｂと、制御部４０と、学習部５０と、を備える。 The server device 400 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, and a learning unit 50.
　（２－１－１）第１取得部
　サーバ装置４００の第１取得部１０ｂは、空調対象空間５００に居るユーザ３１０のアレルギー症状に関する第１情報を取得する。本実施形態ではアレルギー関連情報提供システム１１０において、アレルギー症状はくしゃみの回数とする。 (2-1-1) First Acquisition Unit The first acquisition unit 10b of the server device 400 acquires the first information regarding the allergic symptom of the user 310 in the air-conditioned space 500. In the present embodiment, in the allergy-related information providing system 110, the allergic symptom is the number of sneezes.
　（２－１－２）第２取得部
　サーバ装置４００の第２取得部２０ｂは、空調対象空間５００に存在するアレルゲンの量に関する第２情報を取得する。本実施形態ではアレルギー関連情報提供システム１１０において、アレルゲンはカビもしくは花粉を含むものとする。 (2-1-2) Second Acquisition Unit The second acquisition unit 20b of the server device 400 acquires the second information regarding the amount of allergen present in the air-conditioned space 500. In the present embodiment, in the allergy-related information providing system 110, the allergen includes mold or pollen.
　（２－１－３）情報出力部
　サーバ装置４００の情報出力部３０ｂは、空調対象空間５００に居るユーザ３１０のくしゃみの回数に関する情報、および空調対象空間５００に存在するカビもしくは花粉の量に関する情報に基づいて、空気清浄機２１０もしくは空気調和機２４０に、動作指示に関する情報を提供する。また、サーバ装置４００の情報出力部３０ｂは、ユーザ３１０にそのユーザ特有の情報のレポートを提供する。 (2-1-3) Information output unit The information output unit 30b of the server device 400 contains information on the number of times the user 310 in the air-conditioned space 500 sneezes, and information on the amount of mold or pollen present in the air-conditioned space 500. Based on the above, the air purifier 210 or the air conditioner 240 is provided with information regarding the operation instruction. Further, the information output unit 30b of the server device 400 provides the user 310 with a report of information specific to the user.
　（２－１－４）制御部
　サーバ装置４００の制御部４０は、空調対象空間５００の空気清浄を行う空気清浄機２１０、および空調対象空間５００の温度調整および／または湿度調整もしくは換気を行う空気調和機２４０を制御する。また、制御部４０は、学習部５０の学習結果に基づいて、空調対象空間５００の空気清浄を行う空気清浄機２１０、および空調対象空間５００の温度調整および／または湿度調整もしくは換気を行う空気調和機２４０を制御する。 (2-1-4) Control unit The control unit 40 of the server device 400 is an air purifier 210 that purifies the air in the air-conditioned space 500, and air that adjusts the temperature and / or humidity or ventilates the air-conditioned space 500. Controls the air conditioner 240. Further, the control unit 40 is based on the learning result of the learning unit 50, the air purifier 210 that purifies the air in the air-conditioned space 500, and the air conditioning that adjusts the temperature and / or the humidity or ventilation of the air-conditioned space 500. Control the machine 240.
　（２－１－５）学習部
　サーバ装置４００の学習部５０は、空調制御または空気清浄制御の後に、空調制御または空気清浄制御を行ったことを加味して、空調対象空間５００に居るユーザ３１０のくしゃみの回数と、空調対象空間５００に存在するカビもしくは花粉の量との関係を学習する。 (2-1-5) Learning unit The learning unit 50 of the server device 400 takes into account that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the user 310 in the air conditioning target space 500. Learn the relationship between the number of squeaks and the amount of mold or pollen present in the air-conditioned space 500.
　本実施形態のアレルギー関連情報提供システム１１０の学習部５０による、アレルギー症状とアレルゲンの関係の学習の概念を図３に示す。 FIG. 3 shows the concept of learning the relationship between allergic symptoms and allergens by the learning unit 50 of the allergy-related information providing system 110 of the present embodiment.
　ユーザ３１０のくしゃみの回数と、アレルゲンセンサ２２０が検出したカビもしくは花粉などのアレルゲン量をサーバ装置４００に送信する。サーバ装置４００は、くしゃみの回数とアレルゲン量から原因となるアレルゲンを学習する。サーバ装置４００は、ユーザにそのユーザ特有のレポートを作成して送信する。また、サーバ装置４００から、空気清浄機２１０や換気扇２４０に動作指示を出し、原因アレルゲンが増えないように空気清浄や換気を行う。空気清浄や換気を行った後、ユーザ３１０のくしゃみが解消した場合、現状継続で空気清浄や換気を行う。空気清浄や換気を行った後、ユーザ３１０のくしゃみが解消せず変化がなかった場合、サーバ装置４００は追加学習を行う。 The number of times the user 310 sneezes and the amount of allergen such as mold or pollen detected by the allergen sensor 220 are transmitted to the server device 400. The server device 400 learns the causative allergen from the number of sneezes and the amount of allergen. The server device 400 creates and sends a user-specific report to the user. In addition, the server device 400 issues an operation instruction to the air purifier 210 and the ventilation fan 240 to purify and ventilate the air so that the causative allergen does not increase. After cleaning and ventilating the air, if the sneezing of the user 310 is resolved, the air is cleaned and ventilated continuously as it is. After cleaning the air and ventilating, if the sneezing of the user 310 is not eliminated and there is no change, the server device 400 performs additional learning.
　なお、学習部５０による学習の手法は、例えば教師あり学習である。教師あり学習で用いられるモデル又はアルゴリズムとしては、回帰分析、時系列分析、決定木、サポートベクターマシン、ニューラルネットワーク、アンサンブル学習等が挙げられる。 The learning method by the learning unit 50 is, for example, supervised learning. Models or algorithms used in supervised learning include regression analysis, time series analysis, decision trees, support vector machines, neural networks, ensemble learning, and the like.
　（２－２）ユーザ端末
　ユーザ端末３００は、サーバ装置４００の情報出力部３０ｂからの情報を受信する。本実施形態ではアレルギー関連情報提供システム１１０において、ユーザ端末３００は、空調対象空間５００に居るユーザ３１０が有するスマートフォンとする。スマートフォン３００は、ユーザ３１０のアレルギー症状と、空調対象空間５００に存在するアレルゲンの量に関する情報を、ネットワーク９０を介してサーバ装置４００の情報出力部３０ｂから受信する。 (2-2) User Terminal The user terminal 300 receives information from the information output unit 30b of the server device 400. In the present embodiment, in the allergy-related information providing system 110, the user terminal 300 is a smartphone owned by the user 310 in the air-conditioned space 500. The smartphone 300 receives information on the allergic symptoms of the user 310 and the amount of allergens present in the air-conditioned space 500 from the information output unit 30b of the server device 400 via the network 90.
　（２－３）アレルゲンセンサ
　アレルゲンセンサ２２０は、空調対象空間５００の天井、壁、床などに設置されている。アレルゲンセンサ２２０は、空調対象空間５００に存在するアレルゲンの量を検出し、ネットワーク９０を介してサーバ装置４００の第２取得部２０ｂに送信する。 (2-3) Allergen sensor The allergen sensor 220 is installed on the ceiling, wall, floor, or the like of the air-conditioned space 500. The allergen sensor 220 detects the amount of allergen present in the air-conditioned space 500 and transmits it to the second acquisition unit 20b of the server device 400 via the network 90.
　（２－４）カメラ
　カメラ２３０は、空調対象空間５００の天井または壁などに設置されている。カメラ２３０によって、空調対象空間５００に居るユーザ３１０のアレルギー症状を検出し、ネットワーク９０を介してサーバ装置４００の第１取得部１０ｂに送信する。 (2-4) Camera The camera 230 is installed on the ceiling or wall of the air-conditioned space 500. The camera 230 detects the allergic symptom of the user 310 in the air-conditioned space 500 and transmits it to the first acquisition unit 10b of the server device 400 via the network 90.
　（２－５）空気調和機
　空気調和機２４０は、冷房、暖房の機能に加えて、除湿、加湿、換気の機能を有する。空気調和機２４０は、空調対象空間の温度調整および／または湿度調整もしくは換気を行う。本実施形態において、空気調和機２４０は換気装置を含むものとする。 (2-5) Air Conditioner The air conditioner 240 has functions of dehumidification, humidification, and ventilation in addition to the functions of cooling and heating. The air conditioner 240 adjusts the temperature and / or the humidity or ventilation of the air-conditioned space. In the present embodiment, the air conditioner 240 includes a ventilation device.
　（３）全体動作
　本実施形態のアレルギー関連情報提供システム１１０のフローチャートを図４Ａ、図４Ｂ、図４Ｃに示す。図４Ａ、図４Ｂ、図４Ｃにおいて、環境側とは、空調対象空間５００に対応する。ユーザ側とは、空調対象空間５００の第１取得部１０ｂに対応する。アレルゲン検知・学習側とは、空調対象空間５００のアレルゲンセンサ２２０、サーバ装置４００の第２取得部２０ｂ、サーバ装置４００の学習部５０のいずれかに対応する。アクチュエータ側とは、空気清浄機２１０または空気調和機２４０に対応する。 (3) Overall Operation The flowchart of the allergy-related information providing system 110 of the present embodiment is shown in FIGS. 4A, 4B, and 4C. In FIGS. 4A, 4B, and 4C, the environment side corresponds to the air-conditioned space 500. The user side corresponds to the first acquisition unit 10b of the air conditioning target space 500. The allergen detection / learning side corresponds to any one of the allergen sensor 220 of the air-conditioned space 500, the second acquisition unit 20b of the server device 400, and the learning unit 50 of the server device 400. The actuator side corresponds to the air purifier 210 or the air conditioner 240.
　図４Ａに示すように、空調対象空間５００に存在する何らかのアレルゲンが増加すると（ステップＳ１２）、ユーザ３１０のアレルギー反応が頻発する（ステップＳ２２）。カメラ２３０でユーザ３１０のアレルギー反応を検知すると（ステップＳ３０）、この時、空調対象空間５００で量が多いアレルゲンを探す（ステップＳ３２）。空調対象空間５００で花粉の量が多いことがわかると（ステップＳ３４）、花粉が多い時に空気清浄機２１０を運転する（ステップＳ５２）。 As shown in FIG. 4A, when some allergen present in the air-conditioned space 500 increases (step S12), the allergic reaction of the user 310 frequently occurs (step S22). When the camera 230 detects the allergic reaction of the user 310 (step S30), at this time, a large amount of allergen is searched for in the air-conditioned space 500 (step S32). When it is found that the amount of pollen is large in the air-conditioned space 500 (step S34), the air purifier 210 is operated when the amount of pollen is large (step S52).
　図４Ｂに示すように、空気清浄機２１０を運転した後（ステップＳ５２）、空調対象空間５００で花粉が減少する（ステップＳ１４）。 As shown in FIG. 4B, after operating the air purifier 210 (step S52), pollen is reduced in the air-conditioned space 500 (step S14).
　次にユーザ３１０のアレルギー反応が減少したか否か判断する（ステップＳ２４）。ユーザ３１０のアレルギー反応が減少した場合（ステップＳ２４でＹｅｓ）、図４Ｃに示すように、学習結果を保存し（ステップＳ４２）、アレルゲンとアレルギー反応の検知結果に関するレポートをユーザ３１０に提出する（ステップＳ４４）。 Next, it is determined whether or not the allergic reaction of the user 310 has decreased (step S24). When the allergic reaction of the user 310 is reduced (Yes in step S24), the learning result is saved as shown in FIG. 4C (step S42), and a report on the detection result of the allergen and the allergic reaction is submitted to the user 310 (step). S44).
　ユーザ３１０のアレルギー反応が減少しなかった場合（ステップＳ２４でＮｏ）、学習部５０によって再学習を行う。再学習では、花粉以外であって量が多いアレルゲンを探す（ステップＳ３６）。カビの量が多いことがわかると（ステップＳ３８）、カビが多い時に、空気中のカビを消すため空気清浄機２４０のストリーマで分解し、カビの発生源を減らすために除湿運転を行う（ステップＳ５４）。 If the allergic reaction of the user 310 does not decrease (No in step S24), the learning unit 50 relearns. In the re-learning, allergens other than pollen and having a large amount are searched for (step S36). When it is found that the amount of mold is large (step S38), when the amount of mold is large, it is decomposed by the streamer of the air purifier 240 to eliminate the mold in the air, and the dehumidifying operation is performed to reduce the source of the mold (step). S54).
　図４Ｃに示すように、カビが多い時に、空気中のカビを消すため空気清浄機２４０のストリーマで分解し、カビの発生源を減らすために除湿運転を行った後（ステップＳ５４）、空調対象空間５００でカビが減少する（ステップＳ１６）。 As shown in FIG. 4C, when there is a lot of mold, it is decomposed by the streamer of the air purifier 240 to eliminate the mold in the air, and after performing a dehumidifying operation to reduce the source of the mold (step S54), the object to be air-conditioned. Mold is reduced in space 500 (step S16).
　次にユーザ３１０のアレルギー反応が減少したか否か判断する（ステップＳ２６）。ユーザ３１０のアレルギー反応が減少した場合（ステップＳ２６でＹｅｓ）、学習結果を保存し（ステップＳ４２）、アレルゲンとアレルギー反応の検知結果に関するレポートをユーザ３１０に提出する（ステップＳ４４）。ユーザ３１０のアレルギー反応が減少しなかった場合（ステップＳ２６でＮｏ）、学習部５０によって再学習を行う。再学習では、花粉とカビ以外であって量が多いアレルゲンを探す（ステップＳ４０）。以下、ステップＳ３６以降と同様のステップを繰り返す。 Next, it is determined whether or not the allergic reaction of the user 310 has decreased (step S26). When the allergic reaction of the user 310 is reduced (Yes in step S26), the learning result is saved (step S42), and a report on the detection result of the allergen and the allergic reaction is submitted to the user 310 (step S44). If the allergic reaction of the user 310 is not reduced (No in step S26), the learning unit 50 relearns. In the re-learning, allergens other than pollen and mold are searched for in a large amount (step S40). Hereinafter, the same steps as in step S36 and subsequent steps are repeated.
　機器の制御に関するフローチャートを図５に示す。機器は、空気清浄機２１０または空気調和装置２４０である。 FIG. 5 shows a flowchart for controlling the device. The device is an air purifier 210 or an air conditioner 240.
　図５に示すように第１取得部１０ｂが第１情報を取得する（ステップＳ５０）。また、第２取得部２０ｂが第２情報を取得する（ステップＳ５２）。次に、情報出力部３０ｂは、第１情報および第２情報に基づいて、機器の動作指示に関する情報を機器に送信する（ステップＳ５４）。制御部４０は機器の動作指示に関する情報に基づいて機器を制御する（ステップＳ５６）。 As shown in FIG. 5, the first acquisition unit 10b acquires the first information (step S50). In addition, the second acquisition unit 20b acquires the second information (step S52). Next, the information output unit 30b transmits information regarding the operation instruction of the device to the device based on the first information and the second information (step S54). The control unit 40 controls the device based on the information regarding the operation instruction of the device (step S56).
　次に、第１取得部１０ｂは、機器が制御された後の第１情報を取得する（ステップＳ５８）。また、第２取得部２０ｂは、機器が制御された後の第２情報を取得する（ステップＳ６０）。学習部５０は、空調制御または空気洗浄制御を行ったことを加味して、ユーザのくしゃみの回数と、空調対象空間に存在するカビもしくは花粉の量との関係を学習する（ステップＳ６２）。 Next, the first acquisition unit 10b acquires the first information after the device is controlled (step S58). In addition, the second acquisition unit 20b acquires the second information after the device is controlled (step S60). The learning unit 50 learns the relationship between the number of times the user sneezes and the amount of mold or pollen existing in the air-conditioned space in consideration of the fact that the air-conditioning control or the air cleaning control is performed (step S62).
　（４）特徴
　（４－１）
　本実施形態に係る情報処理装置では、第１取得部１０ｂと、第２取得部２０ｂと、情報出力部３０ｂと、を備える。第１取得部１０ｂは、空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する。第２取得部２０ｂは、空調対象空間に存在するアレルゲンの量に関する第２情報を取得する。情報出力部３０ｂは、第１情報および第２情報に基づいて、ユーザに対する情報提供、または、温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う機器に対する情報提供、を行う。 (4) Features (4-1)
The information processing device according to the present embodiment includes a first acquisition unit 10b, a second acquisition unit 20b, and an information output unit 30b. The first acquisition unit 10b acquires the first information regarding the allergic symptom of the user in the air-conditioned space. The second acquisition unit 20b acquires the second information regarding the amount of allergen present in the air-conditioned space. The information output unit 30b provides information to the user based on the first information and the second information, or provides information to the device that performs temperature adjustment and / or humidity adjustment or air cleaning or ventilation.
　この情報処理装置では、アレルギー症状とアレルゲン量に関する情報をユーザまたは機器に提供することができる。 This information processing device can provide the user or device with information on allergic symptoms and the amount of allergen.
　（４－２）
　本実施形態に係る情報処理装置では、第１情報は、空調対象空間に居るユーザのくしゃみの回数、咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含む。 (4-2)
In the information processing apparatus according to the present embodiment, the first information includes at least one of the number of times the user in the air-conditioned space is sneezing, the number of times of coughing, the number of times of sneezing, and the change in skin temperature or skin color.
　この情報処理装置では、くしゃみの回数、咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化などのアレルギー症状に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on allergic symptoms such as the number of times of sneezing, the number of times of coughing, the number of times of sneezing, and the change of skin temperature or skin color.
　（４－３）
　本実施形態に係る情報処理装置では、アレルゲンは、カビもしくは花粉を含む。 (4-3)
In the information processing apparatus according to the present embodiment, the allergen includes mold or pollen.
　この情報処理装置では、空調対象空間に存在するカビもしくは花粉の量に関する情報をユーザに提供することができる。 This information processing device can provide the user with information on the amount of mold or pollen existing in the air-conditioned space.
　（４－４）
　本実施形態に係る情報処理装置では、制御部４０と、学習部５０と、をさらに備える。制御部４０は、機器を制御する。学習部５０は、機器を制御した後に、空調対象空間に居るユーザのアレルギー症状と、空調対象空間に存在するアレルゲンの量との関係を学習する。制御部４０は、学習部５０の学習結果に基づいて、機器を制御する。 (4-4)
The information processing device according to the present embodiment further includes a control unit 40 and a learning unit 50. The control unit 40 controls the device. After controlling the device, the learning unit 50 learns the relationship between the allergic symptoms of the user in the air-conditioned space and the amount of allergens present in the air-conditioned space. The control unit 40 controls the device based on the learning result of the learning unit 50.
　この情報処理装置では、アレルギー症状に関する情報とアレルゲン量を関連付けて学習することによって、原因アレルゲンが増えないように空気清浄や換気を自動で行うことができる。 With this information processing device, by learning by associating information on allergic symptoms with the amount of allergen, it is possible to automatically clean the air and ventilate so that the causative allergen does not increase.
　（４－５）
　本実施形態に係る情報処理装置では、制御部４０と、学習部５０と、をさらに備える。制御部４０は、機器を制御する。学習部５０は、空調制御または空気清浄制御の後に、空調制御または空気清浄制御を行ったことを加味して、空調対象空間に居るユーザのアレルギー症状と、空調対象空間に存在するアレルゲンの量との関係を学習する。制御部４０は、学習部５０の学習結果に基づいて、機器を制御する。 (4-5)
The information processing device according to the present embodiment further includes a control unit 40 and a learning unit 50. The control unit 40 controls the device. The learning unit 50 considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn the relationship. The control unit 40 controls the device based on the learning result of the learning unit 50.
　この情報処理装置では、アレルギー症状に関する情報とアレルゲン量を関連付けて学習することによって、原因アレルゲンが増えないように空気清浄や換気を自動で行うことができる。 With this information processing device, by learning by associating information on allergic symptoms with the amount of allergen, it is possible to automatically clean the air and ventilate so that the causative allergen does not increase.
　（５）変形例
　（５－１）変形例２Ａ
　本実施形態のアレルギー関連情報提供システム１１０では、空調対象空間に居るユーザのアレルギー症状に関する第１情報が、空調対象空間に居るユーザのくしゃみの回数である場合について説明したが、空調対象空間に居るユーザの咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含むようにしてもよい。 (5) Modification example (5-1) Modification example 2A
In the allergy-related information providing system 110 of the present embodiment, the case where the first information regarding the allergic symptom of the user in the air-conditioned space is the number of times the user in the air-conditioned space sneezes has been described. It may include at least one of the user's coughing frequency, sneezing frequency, skin temperature or skin color change.
　（５－２）変形例２Ｂ
　本実施形態のアレルギー関連情報提供システム１１０では、空調対象空間に存在するアレルゲンの量に関する第２情報が、空調対象空間に存在するカビもしくは花粉の量である場合について説明したが、埃などの量でもよい。 (5-2) Modification 2B
In the allergy-related information providing system 110 of the present embodiment, the case where the second information regarding the amount of allergen existing in the air-conditioned space is the amount of mold or pollen existing in the air-conditioned space has been described, but the amount of dust and the like has been described. It may be.
　（５－３）変形例２Ｃ
　本実施形態のアレルギー関連情報提供システム１１０では、ユーザ端末３００がスマートフォンである場合について説明したが、パソコンであってもよい。 (5-3) Modification 2C
In the allergy-related information providing system 110 of the present embodiment, the case where the user terminal 300 is a smartphone has been described, but it may be a personal computer.
　＜第３実施形態＞
　（１）全体構成
　本実施形態の空調システム２は、アレルギー関連情報提供システム１２０と、空気清浄機２１０と、空気調和機２４０と、を備えている。 <Third Embodiment>
(1) Overall Configuration The air conditioning system 2 of the present embodiment includes an allergy-related information providing system 120, an air purifier 210, and an air conditioner 240.
　本実施形態のアレルギー関連情報提供システム１２０は、請求項に記載の情報処理装置に相当する。 The allergy-related information providing system 120 of the present embodiment corresponds to the information processing device according to the claim.
　アレルギー関連情報提供システム１２０は、アレルゲンセンサ２２０と、カメラ２３０と、ユーザ端末３００と、サーバ装置４１０と、を備えている。 The allergy-related information providing system 120 includes an allergen sensor 220, a camera 230, a user terminal 300, and a server device 410.
　サーバ装置４１０は、第１取得部１０ｂと、第２取得部２０ｂと、情報出力部３０ｂと、制御部４０と、学習部５０と、記憶部６０と、人物特定部７０と、を備えている。 The server device 410 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, a learning unit 50, a storage unit 60, and a person identification unit 70. ..
　本実施形態の空調システム２は、アレルギー症状とアレルゲンの量に基づいて、空気清浄機２１０もしくは空気調和機２４０に、動作指示に関する情報を提供する。また、本実施形態の空調システム２は、ユーザ３１０に、アレルギー症状とアレルゲンの量に関するユーザ特有のレポートを提供する。 The air conditioning system 2 of the present embodiment provides information on operation instructions to the air purifier 210 or the air conditioner 240 based on the allergic symptoms and the amount of allergen. In addition, the air conditioning system 2 of the present embodiment provides the user 310 with a user-specific report on allergic symptoms and the amount of allergen.
　（２）詳細構成
　（２－１）サーバ装置
　サーバ装置４１０はコンピュータにより実現されるものである。サーバ装置４１０は、制御演算装置（図示せず）と記憶部６０とを備える。制御演算装置には、ＣＰＵ又はＧＰＵといったプロセッサを使用できる。制御演算装置は、記憶部６０に記憶されているプログラムを読み出し、このプログラムに従って所定の画像処理や演算処理を行う。さらに、制御演算装置は、プログラムに従って、演算結果を記憶部６０に書き込んだり、記憶部６０に記憶されている情報を読み出したりすることができる。図６は、制御演算装置により実現される各種の機能ブロックを示している。記憶部６０は、データベースとして用いることができる。 (2) Detailed configuration (2-1) Server device The server device 410 is realized by a computer. The server device 410 includes a control arithmetic unit (not shown) and a storage unit 60. A processor such as a CPU or GPU can be used as the control arithmetic unit. The control arithmetic unit reads a program stored in the storage unit 60, and performs predetermined image processing and arithmetic processing according to this program. Further, the control arithmetic unit can write the arithmetic result to the storage unit 60 and read the information stored in the storage unit 60 according to the program. FIG. 6 shows various functional blocks realized by the control arithmetic unit. The storage unit 60 can be used as a database.
　サーバ装置４１０は、第１取得部１０ｂと、第２取得部２０ｂと、情報出力部３０ｂと、制御部４０と、学習部５０と、人物特定部７０と、を備える。 The server device 410 includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, a learning unit 50, and a person identification unit 70.
　（２－１－１）第１取得部
　サーバ装置４１０の第１取得部１０ｂは、空調対象空間５００に居るユーザ３１０のアレルギー症状に関する第１情報を取得する。本実施形態では空調システム２において、アレルギー症状はくしゃみの回数とする。 (2-1-1) First Acquisition Unit The first acquisition unit 10b of the server device 410 acquires the first information regarding the allergic symptom of the user 310 in the air-conditioned space 500. In the present embodiment, in the air conditioning system 2, the allergic symptom is the number of sneezes.
　（２－１－２）第２取得部
　サーバ装置４１０の第２取得部２０ｂは、空調対象空間５００に存在するアレルゲンの量に関する第２情報を取得する。本実施形態では空調システム２において、アレルゲンはカビもしくは花粉を含むものとする。 (2-1-2) Second Acquisition Unit The second acquisition unit 20b of the server device 410 acquires the second information regarding the amount of allergen present in the air-conditioned space 500. In the present embodiment, in the air conditioning system 2, the allergen contains mold or pollen.
　（２－１－３）情報出力部
　サーバ装置４１０の情報出力部３０ｂは、空調対象空間５００に居るユーザ３１０のくしゃみの回数に関する情報、および空調対象空間５００に存在するカビもしくは花粉の量に関する情報に基づいて、空気清浄機２１０もしくは空気調和機２４０に、動作指示に関する情報を提供する。また、サーバ装置４１０の情報出力部３０ｂは、ユーザ３１０にそのユーザ特有の情報のレポートを提供する。 (2-1-3) Information output unit The information output unit 30b of the server device 410 information about the number of times the user 310 in the air-conditioned space 500 sneezes, and information about the amount of mold or pollen existing in the air-conditioned space 500. Based on the above, the air purifier 210 or the air conditioner 240 is provided with information regarding the operation instruction. Further, the information output unit 30b of the server device 410 provides the user 310 with a report of information specific to the user.
　（２－１－４）制御部
　サーバ装置４１０の制御部４０は、空調対象空間５００の空気清浄を行う空気清浄機２１０、および空調対象空間５００の温度調整および／または湿度調整もしくは換気を行う空気調和機２４０を制御する。また、制御部４０は、学習部５０の学習結果に基づいて、空調対象空間５００の空気清浄を行う空気清浄機２１０、および空調対象空間５００の温度調整および／または湿度調整もしくは換気を行う空気調和機２４０を制御する。 (2-1-4) Control unit The control unit 40 of the server device 410 is an air purifier 210 that purifies the air in the air-conditioned space 500, and air that adjusts the temperature and / or humidity or ventilates the air-conditioned space 500. Controls the air conditioner 240. Further, the control unit 40 is based on the learning result of the learning unit 50, the air purifier 210 that purifies the air in the air-conditioned space 500, and the air conditioning that adjusts the temperature and / or the humidity or ventilation of the air-conditioned space 500. Control the machine 240.
　（２－１－５）学習部
　サーバ装置４１０の学習部５０は、空調制御または空気清浄制御の後に、空調制御または空気清浄制御を行ったことを加味して、空調対象空間５００に居るユーザ３１０のくしゃみの回数と、空調対象空間５００に存在するカビもしくは花粉の量との関係を学習する。 (2-1-5) Learning unit The learning unit 50 of the server device 410 takes into account that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the user 310 in the air conditioning target space 500. Learn the relationship between the number of squeaks and the amount of mold or pollen present in the air-conditioned space 500.
　本実施形態の空調システム２の学習部５０による、アレルギー症状とアレルゲンの関係の学習の概念は、本質的に図３に示した第２実施形態の学習部５０による学習と同じである。 The concept of learning the relationship between allergic symptoms and allergens by the learning unit 50 of the air conditioning system 2 of the present embodiment is essentially the same as the learning by the learning unit 50 of the second embodiment shown in FIG.
　（２－１－６）記憶部
　サーバ装置４１０の記憶部６０は、ユーザリストを記憶する。ユーザリストは、各ユーザに対応する人物特定情報を含んでいる。人物特定情報は、ユーザ個人を特定するための情報である。 (2-1-6) Storage unit The storage unit 60 of the server device 410 stores the user list. The user list contains personal identification information corresponding to each user. The person identification information is information for identifying an individual user.
　ユーザリストの一例を図８に示す。図８に示すように、空気清浄機２１０及び空気調和機２４０のユーザは、父、母、子の３人である。また、各ユーザに対応する人物特定情報は、頭頂部の色、顔の皮膚の色、頭部の形状、体型、目の大きさである。 An example of the user list is shown in FIG. As shown in FIG. 8, the users of the air purifier 210 and the air conditioner 240 are a father, a mother, and a child. The person-specific information corresponding to each user is the color of the crown, the color of the skin of the face, the shape of the head, the body shape, and the size of the eyes.
　（２－１－７）人物特定部
　サーバ装置４１０の人物特定部７０は、記憶部６０に記憶されているユーザリストの、各ユーザに対応する人物特定情報を用いて、空調対象空間５００に居るユーザ３１０を特定する。本実施形態では空調システム２において、空調対象空間５００に居るユーザ３１０は父とする。 (2-1-7) Person identification unit The person identification unit 70 of the server device 410 is in the air-conditioned space 500 using the person identification information corresponding to each user in the user list stored in the storage unit 60. Identify the user 310. In the present embodiment, in the air conditioning system 2, the user 310 in the air conditioning target space 500 is a father.
　また、人物特定部７０は、アレルギー症状を起こしたユーザを判別する。本実施形態では空調システム２において、アレルギー症状を起こしたユーザ３１０は父であると判別する。第１取得部１０ｂが取得した第１情報と、アレルギー症状を起こしたユーザ３１０である父の人物特定情報とが紐づけられて、記憶部６０に記憶される。 In addition, the person identification unit 70 determines a user who has an allergic symptom. In the present embodiment, in the air conditioning system 2, the user 310 who has caused an allergic symptom is determined to be a father. The first information acquired by the first acquisition unit 10b is associated with the personal identification information of the father who is the user 310 who has caused the allergic symptom, and is stored in the storage unit 60.
　（２－２）ユーザ端末
　ユーザ端末３００は、サーバ装置４１０の情報出力部３０ｂからの情報を受信する。本実施形態では空調システム２において、ユーザ端末３００は、空調対象空間５００に居るユーザ３１０が有するスマートフォンとする。スマートフォン３００は、ユーザ３１０のアレルギー症状と、空調対象空間５００に存在するアレルゲンの量に関する情報を、ネットワーク９０を介してサーバ装置４１０の情報出力部３０ｂから受信する。 (2-2) User Terminal The user terminal 300 receives information from the information output unit 30b of the server device 410. In the present embodiment, in the air conditioning system 2, the user terminal 300 is a smartphone owned by the user 310 in the air conditioning target space 500. The smartphone 300 receives information on the allergic symptoms of the user 310 and the amount of allergens present in the air-conditioned space 500 from the information output unit 30b of the server device 410 via the network 90.
　（２－３）アレルゲンセンサ
　アレルゲンセンサ２２０は、空調対象空間５００の天井、壁、床などに設置されている。アレルゲンセンサ２２０は、空調対象空間５００に存在するアレルゲンの量を検出し、ネットワーク９０を介してサーバ装置４１０の第２取得部２０ｂに送信する。 (2-3) Allergen sensor The allergen sensor 220 is installed on the ceiling, wall, floor, or the like of the air-conditioned space 500. The allergen sensor 220 detects the amount of allergen present in the air-conditioned space 500 and transmits it to the second acquisition unit 20b of the server device 410 via the network 90.
　（２－４）カメラ
　カメラ２３０は、空調対象空間５００の天井または壁などに設置されている。カメラ２３０によって、空調対象空間５００に居るユーザ３１０のアレルギー症状を検出し、ネットワーク９０を介してサーバ装置４１０の第１取得部１０ｂに送信する。また、カメラ２３０によって、空調対象空間５００に居るユーザ３１０を検出し、ユーザ３１０を検出した画像データを、ネットワーク９０を介してサーバ装置４１０の人物特定部７０に送信する。 (2-4) Camera The camera 230 is installed on the ceiling or wall of the air-conditioned space 500. The camera 230 detects the allergic symptom of the user 310 in the air-conditioned space 500 and transmits it to the first acquisition unit 10b of the server device 410 via the network 90. Further, the camera 230 detects the user 310 in the air-conditioned space 500, and the image data obtained by detecting the user 310 is transmitted to the person identification unit 70 of the server device 410 via the network 90.
　（２－５）空気調和機
　空気調和機２４０は、冷房、暖房の機能に加えて、除湿、加湿、換気の機能を有する。空気調和機２４０は、空調対象空間の温度調整および／または湿度調整もしくは換気を行う。本実施形態において、空気調和機２４０は換気装置を含むものとする。 (2-5) Air Conditioner The air conditioner 240 has functions of dehumidification, humidification, and ventilation in addition to the functions of cooling and heating. The air conditioner 240 adjusts the temperature and / or the humidity or ventilation of the air-conditioned space. In the present embodiment, the air conditioner 240 includes a ventilation device.
　（３）全体動作
　本実施形態の空調システム２のフローチャートは、本質的に図４Ａ、図４Ｂ、図４Ｃに示した第２実施形態のアレルギー関連情報提供システム１１０のフローチャートと同じである。 (3) Overall Operation The flowchart of the air conditioning system 2 of the present embodiment is essentially the same as the flowchart of the allergy-related information providing system 110 of the second embodiment shown in FIGS. 4A, 4B, and 4C.
　機器の制御に関するフローチャートを図７に示す。機器は、空気清浄機２１０または空気調和装置２４０である。 FIG. 7 shows a flowchart for controlling the device. The device is an air purifier 210 or an air conditioner 240.
　図７に示すように、カメラ２３０を用いて空調対象空間５００を撮像し、人物特定部７０が空調対象空間５００に居るユーザを特定する（ステップＳ７０）。第１取得部１０ｂが第１情報を取得する（ステップＳ７２）。人物特定部７０は、アレルギー症状を起こしたユーザを判別する（ステップＳ７４）。アレルギー症状を起こしたユーザが判別されると、第１情報とアレルギー症状を起こしたユーザの人物特定情報が紐づけられて、記憶部６０に記憶される。 As shown in FIG. 7, the camera 230 is used to image the air-conditioned space 500, and the person identification unit 70 identifies a user in the air-conditioned space 500 (step S70). The first acquisition unit 10b acquires the first information (step S72). The person identification unit 70 determines a user who has an allergic symptom (step S74). When the user who has caused the allergic symptom is determined, the first information and the person identification information of the user who has caused the allergic symptom are associated with each other and stored in the storage unit 60.
　また、第２取得部２０ｂが第２情報を取得する（ステップＳ７６）。 Further, the second acquisition unit 20b acquires the second information (step S76).
　次に、情報出力部３０ｂは、第１情報および第２情報に基づいて、機器の動作指示に関する情報を機器に送信する（ステップＳ７８）。制御部４０は機器の動作指示に関する情報に基づいて機器を制御する（ステップＳ８０）。 Next, the information output unit 30b transmits information regarding the operation instruction of the device to the device based on the first information and the second information (step S78). The control unit 40 controls the device based on the information regarding the operation instruction of the device (step S80).
　次に、第１取得部１０ｂは、機器が制御された後の第１情報を取得する（ステップＳ８２）。また、第２取得部２０ｂは、機器が制御された後の第２情報を取得する（ステップＳ８４）。学習部５０は、空調制御または空気洗浄制御を行ったことを加味して、ユーザのくしゃみの回数と、空調対象空間に存在するカビもしくは花粉の量との関係を学習する（ステップＳ８６）。 Next, the first acquisition unit 10b acquires the first information after the device is controlled (step S82). In addition, the second acquisition unit 20b acquires the second information after the device is controlled (step S84). The learning unit 50 learns the relationship between the number of times the user sneezes and the amount of mold or pollen existing in the air-conditioned space in consideration of the fact that the air-conditioning control or the air cleaning control is performed (step S86).
　（４）特徴
　（４－１）
　本実施形態に係る空調システム２では、情報処理装置と、情報処理装置と通信可能な機器とを備える。情報処理装置は、第１取得部１０ｂと、第２取得部２０ｂと、情報出力部３０ｂと、制御部４０と、学習部５０と、を有する。第１取得部１０ｂは、空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する。第２取得部２０ｂは、空調対象空間に存在するアレルゲンの量に関する第２情報を取得する。情報出力部３０ｂは、第１情報および第２情報に基づいて、ユーザに対する情報提供、または、空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う機器に対する情報提供、を行う。制御部４０は、機器を制御する。学習部５０は、空調制御または空気清浄制御の後に、空調制御または空気清浄制御を行ったことを加味して、空調対象空間に居るユーザのアレルギー症状と、空調対象空間に存在するアレルゲンの量との関係を学習する。制御部は、学習部の学習結果に基づいて、機器を制御する。機器は、空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う。 (4) Features (4-1)
The air conditioning system 2 according to the present embodiment includes an information processing device and a device capable of communicating with the information processing device. The information processing device includes a first acquisition unit 10b, a second acquisition unit 20b, an information output unit 30b, a control unit 40, and a learning unit 50. The first acquisition unit 10b acquires the first information regarding the allergic symptom of the user in the air-conditioned space. The second acquisition unit 20b acquires the second information regarding the amount of allergen present in the air-conditioned space. The information output unit 30b provides information to the user based on the first information and the second information, or provides information to a device that adjusts the temperature and / or humidity of the air-conditioned space or performs air cleaning or ventilation. The control unit 40 controls the device. The learning unit 50 considers that the air conditioning control or the air cleaning control is performed after the air conditioning control or the air cleaning control, and the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learn the relationship. The control unit controls the device based on the learning result of the learning unit. The equipment adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air.
　この空調システム２では、アレルギー症状に関する情報とアレルゲン量を関連づけて学習することによって、原因アレルゲンが増えないように空気清浄機２１０や空気調和機２４０などの機器を制御して、空気清浄や換気を行うことができる。 In this air conditioning system 2, by learning by associating information on allergic symptoms with the amount of allergen, devices such as an air purifier 210 and an air conditioner 240 are controlled so that the causative allergen does not increase, and air purification and ventilation are performed. It can be carried out.
　（４－２）
　本実施形態に係る空調システム２では、情報処理装置は、記憶部６０と、人物特定部７０と、をさらに有する。記憶部６０は、ユーザに対応する人物特定情報を有するユーザリストを記憶する。人物特定部７０は、ユーザリストに含まれるユーザのうち、空調対象空間に居るユーザを特定する。人物特定部７０は、空調対象空間に居るユーザのうち、アレルギー症状を示すユーザを判別する。 (4-2)
In the air conditioning system 2 according to the present embodiment, the information processing device further includes a storage unit 60 and a person identification unit 70. The storage unit 60 stores a user list having personal identification information corresponding to the user. The person identification unit 70 identifies a user in the air-conditioned space among the users included in the user list. The person identification unit 70 determines a user who exhibits an allergic symptom among the users in the air-conditioned space.
　この空調システム２では、ユーザリストに含まれるユーザのうち、人物特定情報を用いてアレルギー症状を起こしたユーザ個人を特定し、特定されたユーザに対するアレルギー情報を提供することができる。 In this air conditioning system 2, it is possible to identify an individual user who has an allergic symptom by using personal identification information among the users included in the user list, and provide allergic information to the identified user.
　（５）変形例
　（５－１）変形例２Ａ
　本実施形態の空調システム２では、空調対象空間に居るユーザのアレルギー症状に関する第１情報が、空調対象空間に居るユーザのくしゃみの回数である場合について説明したが、空調対象空間に居るユーザの咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含むようにしてもよい。 (5) Modification example (5-1) Modification example 2A
In the air-conditioning system 2 of the present embodiment, the case where the first information regarding the allergic symptoms of the user in the air-conditioned space is the number of times the user in the air-conditioned space sneezes has been described, but the cough of the user in the air-conditioned space has been described. It may include at least one of the number of times of sneezing, the number of times of sneezing, and the change of skin temperature or skin color.
　（５－２）変形例２Ｂ
　本実施形態の空調システム２では、空調対象空間に存在するアレルゲンの量に関する第２情報が、空調対象空間に存在するカビもしくは花粉の量である場合について説明したが、埃などの量でもよい。 (5-2) Modification 2B
In the air conditioning system 2 of the present embodiment, the case where the second information regarding the amount of allergen existing in the air conditioning target space is the amount of mold or pollen existing in the air conditioning target space has been described, but the amount of dust or the like may also be used.
　（５－３）変形例２Ｃ
　本実施形態の空調システム２では、ユーザ端末３００がスマートフォンである場合について説明したが、パソコンであってもよい。 (5-3) Modification 2C
In the air conditioning system 2 of the present embodiment, the case where the user terminal 300 is a smartphone has been described, but it may be a personal computer.
　（５－４）変形例２Ｄ
　本実施形態の空調システム２では、ユーザリストに含まれるユーザのうち、空調対象空間５００に居るユーザが一人である場合について説明したが、空調対象空間５００に居るユーザが複数であってもよい。ユーザリストに含まれるユーザのうち、人物特定情報を用いてアレルギー症状を起こしたユーザ個人を特定し、特定されたユーザに対するアレルギー情報を提供することができる。 (5-4) Modification 2D
In the air-conditioning system 2 of the present embodiment, the case where one user is in the air-conditioning target space 500 among the users included in the user list has been described, but there may be a plurality of users in the air-conditioning target space 500. Among the users included in the user list, it is possible to identify an individual user who has caused an allergic symptom by using personal identification information and provide allergic information to the identified user.
　（５－５）変形例２Ｅ
　以上、本開示の実施形態を説明したが、特許請求の範囲に記載された本開示の趣旨及び範囲から逸脱することなく、形態や詳細の多様な変更が可能なことが理解されるであろう。 (5-5) Modification 2E
Although the embodiments of the present disclosure have been described above, it will be understood that various modifications of the forms and details are possible without departing from the purpose and scope of the present disclosure described in the claims. ..
１、２　空調システム
１００、１１０、１２０　　アレルギー関連情報提供システム
２００、２４０　　空気調和機
２１０　　空気清浄機
２２０　　アレルゲンセンサ
２３０　　カメラ
３００　　ユーザ端末
３１０　　ユーザ
４００、４１０　　サーバ装置
５００　　空調対象空間
１０ａ、１０ｂ　　第１取得部
２０ａ、２０ｂ　　第２取得部
３０ａ、３０ｂ　　情報出力部
４０　　制御部
５０　　学習部
６０　　記憶部
７０　　人物特定部
９０　　ネットワーク 1, 2 Air conditioning system 100, 110, 120 Allergy-related information providing system 200, 240 Air conditioner 210 Air purifier 220 Allergen sensor 230 Camera 300 User terminal 310 User 400, 410 Server device 500 Air conditioning target space 10a, 10b First acquisition Units 20a, 20b Second acquisition unit 30a, 30b Information output unit 40 Control unit 50 Learning unit 60 Storage unit 70 Person identification unit 90 Network
特開２００５－３５１５０９JP-A-2005-351509

Claims (7)

  1. 　空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する第１取得部（１０ａ、１０ｂ）と、
    　前記空調対象空間に存在するアレルゲンの量に関する第２情報を取得する第２取得部（２０ａ、２０ｂ）と、
    　前記第１情報および前記第２情報に基づいて、前記ユーザに対する情報提供、または、前記空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う機器に対する情報提供、を行う情報出力部（３０ａ、３０ｂ）と、
    　を備える、情報処理装置。     The first acquisition unit (10a, 10b) for acquiring the first information regarding the allergic symptoms of the user in the air-conditioned space, and
    The second acquisition unit (20a, 20b) for acquiring the second information regarding the amount of allergen existing in the air-conditioned space, and
    An information output unit that provides information to the user, or information to a device that adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air, based on the first information and the second information. (30a, 30b) and
    Information processing device.
  2. 　前記第１情報は、前記空調対象空間に居る前記ユーザのくしゃみの回数、咳の回数、鼻をすする回数、皮膚温もしくは皮膚色の変化の少なくとも１つを含む、
    請求項１に記載の情報処理装置。     The first information includes at least one of the number of times the user sneezes, coughs, sneezes, and changes in skin temperature or skin color in the air-conditioned space.
    The information processing device according to claim 1.
  3. 　前記アレルゲンは、カビもしくは花粉を含む、
    請求項１に記載の情報処理装置。     The allergen contains mold or pollen,
    The information processing device according to claim 1.
  4. 　前記機器を制御する制御部（４０）と、
    　前記機器を制御した後に、前記空調対象空間に居る前記ユーザのアレルギー症状と、前記空調対象空間に存在するアレルゲンの量との関係を学習する学習部（５０）と、
    をさらに備え、
    　前記制御部は、
    　前記学習部の学習結果に基づいて、前記機器を制御する、
    請求項１に記載の情報処理装置。     A control unit (40) that controls the device,
    After controlling the device, a learning unit (50) that learns the relationship between the allergic symptom of the user in the air-conditioned space and the amount of allergen present in the air-conditioned space.
    With more
    The control unit
    The device is controlled based on the learning result of the learning unit.
    The information processing device according to claim 1.
  5. 　前記機器を制御する制御部と、
    　空調制御または空気清浄制御の後に、前記空調制御または前記空気清浄制御を行ったことを加味して、前記空調対象空間に居る前記ユーザのアレルギー症状と、前記空調対象空間に存在するアレルゲンの量との関係を学習する学習部と、
    をさらに備え、
    　前記制御部は、
    　前記学習部の学習結果に基づいて、前記機器を制御する、
    請求項１に記載の情報処理装置。     A control unit that controls the device
    Taking into account that the air conditioning control or the air cleaning control was performed after the air conditioning control or the air cleaning control, the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. And the learning department that learns the relationship between
    With more
    The control unit
    The device is controlled based on the learning result of the learning unit.
    The information processing device according to claim 1.
  6. 　情報処理装置と、前記情報処理装置と通信可能な機器とを備えた空調システムであって、
    　前記情報処理装置は、
    　空調対象空間に居るユーザのアレルギー症状に関する第１情報を取得する第１取得部（１０ｂ）と、
    　前記空調対象空間に存在するアレルゲンの量に関する第２情報を取得する第２取得部（２０ｂ）と、
    　前記第１情報および前記第２情報に基づいて、前記ユーザに対する情報提供、または、前記空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う機器に対する情報提供、を行う情報出力部（３０ｂ）と、
    　前記機器を制御する制御部（４０）と、
    　空調制御または空気清浄制御の後に、前記空調制御または前記空気清浄制御を行ったことを加味して、前記空調対象空間に居る前記ユーザのアレルギー症状と、前記空調対象空間に存在するアレルゲンの量との関係を学習する学習部（５０）と、
    を有し、
    　前記制御部は、
    　前記学習部の学習結果に基づいて、前記機器を制御し、
    　前記機器は、前記空調対象空間の温度調整および／または湿度調整もしくは空気清浄もしくは換気を行う、空調システム。     An air conditioning system including an information processing device and a device capable of communicating with the information processing device.
    The information processing device
    The first acquisition unit (10b) that acquires the first information about the allergic symptoms of the user in the air-conditioned space, and
    The second acquisition unit (20b) for acquiring the second information regarding the amount of allergen existing in the air-conditioned space, and the second acquisition unit (20b).
    An information output unit that provides information to the user, or information to a device that adjusts the temperature and / or humidity of the air-conditioned space, or cleans or ventilates the air, based on the first information and the second information. (30b) and
    A control unit (40) that controls the device,
    Taking into account that the air conditioning control or the air cleaning control was performed after the air conditioning control or the air cleaning control, the allergic symptoms of the user in the air conditioning target space and the amount of allergens present in the air conditioning target space. Learning department (50) to learn the relationship between
    Have,
    The control unit
    The device is controlled based on the learning result of the learning unit.
    The device is an air conditioning system that regulates the temperature and / or humidity of the space subject to air conditioning, or cleans or ventilates the air.
  7. 　前記情報処理装置は、
    　前記ユーザに対応する人物特定情報を有するユーザリストを記憶する記憶部（６０）と、
    　前記ユーザリストに含まれるユーザのうち、前記空調対象空間に居るユーザを特定する人物特定部（７０）と、
    をさらに有し、
    　前記人物特定部は、
    　前記空調対象空間に居るユーザのうち、アレルギー症状を示すユーザを判別する、
    請求項６に記載の空調システム。     The information processing device
    A storage unit (60) that stores a user list having personal identification information corresponding to the user, and a storage unit (60).
    Among the users included in the user list, a person identification unit (70) that identifies a user in the air-conditioned space, and a person identification unit (70).
    Have more
    The person identification part
    Among the users in the air-conditioned space, the user showing allergic symptoms is determined.
    The air conditioning system according to claim 6.
PCT/JP2020/037017 2019-09-30 2020-09-29 Information processing device WO2021065953A1 (en)

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CN113932409A (en) * 2021-09-26 2022-01-14 青岛海尔空调器有限总公司 Air conditioner control method and device, storage medium and electronic equipment
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WO2023035675A1 (en) * 2021-09-09 2023-03-16 青岛海尔空调器有限总公司 Method and apparatus for controlling air conditioner, and air conditioner
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