WO2024084586A1 - Air-conditioning device and air-conditioning system - Google Patents

Air-conditioning device and air-conditioning system Download PDF

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Publication number
WO2024084586A1
WO2024084586A1 PCT/JP2022/038785 JP2022038785W WO2024084586A1 WO 2024084586 A1 WO2024084586 A1 WO 2024084586A1 JP 2022038785 W JP2022038785 W JP 2022038785W WO 2024084586 A1 WO2024084586 A1 WO 2024084586A1
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WO
WIPO (PCT)
Prior art keywords
indoor unit
panel
maintenance
state
light
Prior art date
Application number
PCT/JP2022/038785
Other languages
French (fr)
Japanese (ja)
Inventor
貴則 京屋
博史 森
真也 石浜
Original Assignee
三菱電機株式会社
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.)
Filing date
Publication date
Application filed by 三菱電機株式会社 filed Critical 三菱電機株式会社
Priority to PCT/JP2022/038785 priority Critical patent/WO2024084586A1/en
Publication of WO2024084586A1 publication Critical patent/WO2024084586A1/en

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    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F1/00Room units for air-conditioning, e.g. separate or self-contained units or units receiving primary air from a central station
    • F24F1/02Self-contained room units for air-conditioning, i.e. with all apparatus for treatment installed in a common casing
    • F24F1/03Self-contained room units for air-conditioning, i.e. with all apparatus for treatment installed in a common casing characterised by mounting arrangements
    • F24F1/0317Self-contained room units for air-conditioning, i.e. with all apparatus for treatment installed in a common casing characterised by mounting arrangements suspended from the ceiling
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00Control inputs relating to air properties
    • F24F2110/30Velocity
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2130/00Control inputs relating to environmental factors not covered by group F24F2110/00
    • F24F2130/20Sunlight

Definitions

  • This disclosure relates to air conditioning devices and air conditioning systems.
  • Patent document 1 describes a configuration in which the panel of an air conditioner is made transparent so that the amount of dust inside the device can be easily checked from the outside without removing the panel.
  • the present disclosure aims to solve the above problem by providing an air conditioning device and air conditioning system that makes it possible to easily check the sanitary state of the indoor unit while preventing discomfort to people in the room in which the indoor unit is installed.
  • the air conditioner of the present disclosure relates to an air conditioner including an indoor unit.
  • the air conditioner includes a first panel provided on the front where an air outlet is formed, a second panel provided on the front of the indoor unit where an air inlet is formed, and a third panel provided on a side of the indoor unit and surrounding an internal space together with the first and second panels.
  • the air conditioner includes an indoor unit, and includes a light transmission amount change device that switches between a first state and a second state in which the amount of light transmitted through at least one of the first panel, the second panel, and the third panel is different from the amount of light transmitted through at least one of the first panel, the second panel, and the third panel in the first state, and the amount of light transmitted through at least one of the first panel, the second panel, and the third panel in the second state.
  • the air conditioning system disclosed herein includes a transmitted light amount change device that changes the amount of light transmitted through at least one of the first panel, the second panel, and the third panel, and is equipped with an indoor unit that can switch between a first state and a second state depending on the change in the amount of transmitted light, and a judgment unit that inputs information related to maintenance of the indoor unit and judges whether maintenance of the indoor unit is necessary based on the input information, and the transmitted light amount change device switches between the first state and the second state based on the judgment of the judgment unit.
  • the air conditioning device and air conditioning system disclosed herein have the effect of making it easy to check the sanitary condition of the indoor unit and reducing discomfort to people in the room in which the indoor unit is installed.
  • FIG. 1 is a perspective view of an air conditioning apparatus 100 according to a first embodiment.
  • 1 is a diagram showing the internal configuration of an indoor unit 1 of an air-conditioning apparatus 100 according to a first embodiment, as viewed from below.
  • FIG. FIG. 2 is a diagram showing the internal configuration of the indoor unit 1 as viewed from the side.
  • FIG. 2 is a schematic diagram illustrating the characteristics of a half mirror material.
  • FIG. 2 is a schematic diagram illustrating the characteristics of a half mirror material.
  • FIG. 2 is a schematic diagram of the indoor unit 1 in a state where it is easily visible from the outside space.
  • 1 is a front view of an operation panel device 10 connected to an air conditioning apparatus 100 according to a first embodiment.
  • FIG. 11A to 11C are diagrams illustrating the configuration of a liquid crystal light control film according to a second embodiment.
  • FIG. 13 is a diagram showing the configuration of an air conditioning system 500 according to a fifth embodiment.
  • FIG. 13 is a block diagram showing the configurations of a mobile terminal 13 and a server 14 according to a fifth embodiment.
  • 1 is a flowchart showing a flow of processing within the system when checking whether or not maintenance of an indoor unit 1 is required in an air conditioning system 500.
  • 10 is a block diagram showing a configuration used in the server 14 to determine whether or not maintenance of the indoor unit 1 is required.
  • FIG. FIG. 1 is a diagram showing the configuration of a learning device 101.
  • FIG. 1 is a diagram illustrating a configuration of a neural network.
  • 1 is a flowchart showing a learning procedure of the learning device 101.
  • FIG. 2 shows the configuration of an inference device 201.
  • 11 is a flowchart showing an inference procedure of the inference device 201 and a maintenance planning procedure of the maintenance planning device 600.
  • Fig. 1 is a perspective view of an air-conditioning apparatus 100 according to embodiment 1.
  • Fig. 2 is a diagram showing the internal configuration of the indoor unit 1 of the air-conditioning apparatus 100 according to embodiment 1 when viewed from below.
  • Fig. 3 is a diagram showing the internal configuration of the indoor unit 1 when viewed from the side.
  • an indoor unit 1 and an outdoor unit are connected by piping through which a refrigerant flows to form a refrigerant circuit.
  • the outdoor unit which is installed outdoors, which is outside the space to be air-conditioned, has, for example, a compressor, an outdoor heat exchanger, etc., and transfers heat to the indoor unit by the refrigerant through the piping through which the refrigerant flows.
  • the indoor unit 1 has an indoor heat exchanger, etc., and supplies heat transferred by the refrigerant to the air in the room, which is the space to be air-conditioned, by heat exchange, thereby heating or cooling the room.
  • FIG. 1 of the devices that make up the air conditioning device 100 the indoor unit 1, which is characteristic of embodiment 1, is shown, and descriptions of the other devices are omitted.
  • the indoor unit 1 is attached, for example, to the ceiling of a room as the space to be air-conditioned.
  • the indoor unit 1 is provided with, as its main exterior components, a decorative panel 2 which is a first panel, a filter panel 7 which is a second panel, and a side panel 5 which is a third panel.
  • the indoor unit 1 is provided with a corner panel 6 as another exterior component.
  • the side panel 5 is a box-shaped panel member that surrounds the side of the indoor unit 1.
  • the decorative panel 2 is a flat panel member provided around the lower opening of the side panel 5.
  • An air intake 3 is formed in the center of the decorative panel 2.
  • Four air outlets 4 are formed in the decorative panel 2. The outlets 4 are provided with vanes that adjust the air blowing direction.
  • the side on which the decorative panel 2 is provided is the front side
  • the side on which the side panel 5 is provided is the side side.
  • the filter panel 7 is a panel member that supports the filter 9 from below.
  • the filter panel 7 is attached to the center of the decorative panel 2 so that the filter 9 covers the air intake 3.
  • the indoor unit 1 is fixed to the ceiling with the upper end of the side panel 5 attached to the ceiling.
  • the indoor unit 1 may also be attached to a so-called skeleton ceiling, which is a ceiling without a partition in the ceiling portion to hide electrical wiring, air conditioning piping, etc.
  • the side panel 5 is exposed to the outside space, and not only the front side but also the side side can be observed.
  • the side panel 5 may be attached to the ceiling with a part of it fitted into a recess formed in the ceiling.
  • a fan 23 for drawing air in from the intake port 3 is provided inside the indoor unit 1.
  • a drain pan 22 for storing drainage such as water generated by heat exchange in the indoor heat exchanger is provided around the fan 23 inside the indoor unit 1.
  • the piping 21 through which the refrigerant flows as described above is arranged partially exposed. Note that the piping 21 through which the refrigerant flows may be concealed.
  • the piping 21, the drain pan 22, and the fan 23 are arranged in the space surrounded by the side panel 5, the decorative panel 2, and the filter panel 7.
  • the decorative panel 2, filter panel 7, and side panel 5 are made of half-mirror material.
  • Half-mirror material is made by applying metal vapor deposition to the surface of a translucent material, adding reflectivity in addition to translucency. It may also be made by attaching a film with metal vapor deposition to a translucent material. Furthermore, it does not have to be metal vapor deposition, and it may be a material or film that is both translucent and reflective.
  • a light source 25 and a control unit 26 are provided inside the indoor unit 1.
  • the light source 25 illuminates the internal components of the indoor unit 1, such as the piping 21, the drain pan 22, and the fan 23.
  • the light source 25 is connected to the control unit 26, and the amount of light emitted by the light source 25 can be changed by the control unit 26.
  • the light source 25 in FIG. 2 is an example of implementation, and the number of light sources 25 is not limited to one.
  • a plurality of light sources 25 may be installed, and the plurality of light sources 25 may be arranged, for example, in a linear, rectangular, or annular shape, or a combination thereof.
  • the panel member made of the half-mirror material, the light source 25 provided inside the indoor unit 1, and the control unit 26 that changes the amount of light from the light source 25 are collectively referred to as the transmitted light amount change device 27.
  • the half mirror material has translucency and reflectivity, and transmits and reflects light incident on the half mirror material. Depending on the amount of transmitted and reflected light incident on the half mirror material from both sides of the half mirror material, it is possible to make one side of the half mirror material easier or harder to see from the other side.
  • the characteristics of the half-mirror material will be described with reference to the schematic diagrams of Figures 4 and 5.
  • One space facing the half-mirror wall 70 formed of the plate-shaped half-mirror material shown in Figures 4 and 5 is defined as space 71, and the other space facing the half-mirror wall 70 is defined as space 72.
  • the amount of light in space 71 is greater than the amount of light in space 72, that is, where space 71 is brighter than space 72.
  • the amount of light 73 reflected by the surface of the half-mirror material due to the light in space 71 is greater than the amount of light 75 transmitted from space 72 to space 71.
  • the light reflected from space 71 is visible, so the surface of the half-mirror wall 70 becomes mirror-like, and space 72 becomes difficult to see. 5
  • the amount of light in space 71 is smaller than the amount of light in space 72, that is, the space 71 is darker than the space 72.
  • the amount of light 75 transmitted from the space 72 to the space 71 is greater than the amount of light 73 reflected by the space 71 due to the light in the space 71.
  • the light of the space 72 transmitted through the half-mirror wall 70 is visible, making it easier to view the space 72.
  • the external space is a space different from the internal space of the indoor unit 1 surrounded by the decorative panel 2 which is the first panel of the indoor unit 1, the filter panel 7 which is the second panel, and the side panel 5 which is the third panel. A specific description will be given below.
  • the light amount of the light source 25 inside the indoor unit 1 is increased by the control unit 26 to make the inside of the indoor unit 1 brighter than the external space.
  • the brightness of a typical external space is defined based on an indoor illuminance standard set by a public institution, for example, the Japanese Industrial Standard JIS Z9110 General Provisions for Illumination Standards, or the average illuminance of the external space in which the indoor unit 1 is installed. Then, the light amount of the light source 25 inside the indoor unit 1 that makes it easy to see the internal space of the indoor unit 1 from the defined general external space is set in advance. If the external space in which the indoor unit 1 is installed is brighter than the brightness of the general external space and the interior of the indoor unit 1 is difficult to see from the external space with the preset light amount, the light amount can be manually increased. This makes it easier for the internal parts of the indoor unit 1 illuminated by the light source 25 as shown in FIG.
  • the control unit 26 turns off the light source 25 inside the indoor unit 1, eliminating the amount of light irradiating the internal components of the indoor unit 1, making it darker than the external space. This makes it difficult to see the inside of the indoor unit 1 from the external space.
  • a state in which the inside of the indoor unit 1 is easily visible from the outside space is defined as a first state
  • a state in which it is difficult to see is defined as a second state.
  • the indoor unit 1 includes a communication unit, and receives a signal including information related to an operation transmitted from an operation unit 17 of an operation panel device 10, which will be described later.
  • 7 is a front view of the operation panel device 10 connected to the indoor unit 1.
  • the operation panel device 10 includes an operation section 17 including operation buttons and the like, and a display section 11 including a liquid crystal display device and the like.
  • the operation unit 17 transmits a signal including information regarding an operation to change control settings such as the set temperature, air volume, and air direction of the indoor unit 1 to the indoor unit.
  • the communication unit of the indoor unit 1 receives the transmitted information.
  • the control settings such as the set temperature, air volume, and air direction of the indoor unit are changed based on the received information.
  • the display unit 11 displays the set values of the set temperature, air volume, and air direction. Similarly, switching between the first state and the second state is performed using the operation panel device 10. It is possible to switch between the first state and the second state using the operation unit 17 of the operation panel device 11. Also, the display unit 11 of the operation panel device 10 may display whether the indoor unit 1 is in the first state or the second state.
  • the inside of the indoor unit 1 is visible through these exterior members. This allows people in the room in which the indoor unit 1 is installed to easily visually check the sanitary condition of the interior of the indoor unit 1, such as dirt, from the outside of the indoor unit 1, such as the front and side sides of the indoor unit 1.
  • the state of the internal structures such as the filter 9, piping 21, drain pan 22, and fan 23 arranged as shown in Figures 1 and 2 can be easily visually confirmed through the decorative panel 2 and filter panel 7 made of half-mirror material.
  • the state of the internal structures such as the piping 21, drain pan 22, and fan 23 arranged as shown by the dashed lines in Figure 3 can be easily visually confirmed through the side panel 5 made of half-mirror material.
  • the operation panel device 10 can be operated to switch to the second state. This makes it difficult to see inside the indoor unit 1, thereby preventing discomfort. Examples of situations where there is a risk of causing discomfort include when dirt has accumulated inside the indoor unit 1, such as immediately before cleaning time, or when an internal part of the indoor unit 1 has broken down due to damage or the like. When it is determined that cleaning the inside of the indoor unit 1 or repairing any malfunctions will not cause discomfort to people in the outdoor space, the effect of the first state described above can be continued by operating the operation panel 10 to switch back to the first state.
  • the filter 9, pipe 21, drain pan 22, and fan 23 shown in Figures 1, 2, and 3 may be made of a light-transmitting material.
  • light-transmitting materials include transparent resin materials and glass materials.
  • resin materials include acrylic and polycarbonate materials.
  • the inside of the indoor unit 1 can be seen, including the inside of the piping 21, the storage section of the drain pan 22, and the inside and back surfaces of the fan 23. This allows people in the room in which the indoor unit 1 is installed to easily visually check the sanitary condition of the piping 21, the drain pan 22, and the inside of the fan 23, such as dirt.
  • At least one of the decorative panel 2, the filter panel 7, and the side panel 5 is made of a half-mirror material. It is also sufficient that at least one of the piping 21, the drain pan 22, and the fan 23 is made of a translucent material. To easily visually check the hygienic condition, such as dirt, inside the indoor unit 1, it is preferable to use translucent materials for as many components as possible.
  • a mirror may be provided at a position facing the storage section of the drain pan 22.
  • the mirror image of the storage section of the drain pan 22 reflected by the mirror can be easily visually confirmed through the exterior material formed of a half-mirror material on the front or side of the indoor unit 1.
  • the mirror may reflect the entire storage section of the drain pan 22, or it may reflect only a portion of it.
  • a device for detecting brightness such as an illuminance sensor, may be provided in a portion exposed to the external space in which the indoor unit 1 is installed. This allows the light intensity of the light source 25 inside the indoor unit 1 to be automatically increased if the detected brightness of the external space is brighter than a typical external space.
  • the following effect can also be obtained.
  • users and visitors of the space in which the indoor unit 1 is installed can easily check the sanitary condition inside the indoor unit 1, making it possible to estimate the level of sanitary management of the owner of the space in which the indoor unit 1 is installed.
  • installing the indoor unit 1 even at a certain cost, becomes a new value that can be provided to owners of spaces who wish to demonstrate a high level of sanitary management.
  • the indoor unit 1 allows the state of the internal structure to be easily confirmed visually, so the internal state of the indoor unit 1, such as the driving parts such as the fan 23, the mechanical parts such as the pipes 21 through which the refrigerant passes, and the refrigerant itself, which could not be seen by the general public in conventional indoor units, can be offered as objects of appreciation.
  • the indoor unit 1 allows people to enjoy looking at the indoor unit, a device that previously required care to ensure it did not get in the way of the design.
  • the condition of the internal structure of the indoor unit 1 can be easily checked visually, clogging of the filter 9 can be avoided, and power consumption can be reduced by reducing the power consumption of the fan 23 by reducing the increase in air resistance and by preventing a decrease in heat exchange efficiency. Because the condition of the internal structure of the indoor unit 1 can be easily checked visually, problems inside the indoor unit 1, such as drain leaks in the drain pan 22, can be easily discovered.
  • Embodiment 2 differs from the indoor unit 1 of embodiment 1 in that the constituent materials of the decorative panel 2, filter panel 7, and side panel 5 are not half-mirror materials, and in that the indoor unit 1 of embodiment 2 does not have a light source 25.
  • the indoor unit 1 of embodiment 2 has the same configuration as the indoor unit 1 of embodiment 1, except for the above-mentioned differences.
  • the decorative panel 2, the filter panel 7, and the side panel 5 of the second embodiment are made of a transparent material to which a liquid crystal light control film 80 is attached.
  • the end of a transparent electrode of the liquid crystal light control film which will be described later, is connected to the control unit 26.
  • the control unit 26 controls the application of a voltage to the transparent electrode.
  • the panel member formed by attaching the liquid crystal light control film 80 to the above-mentioned light-transmitting member and the control unit 26 provided inside the indoor unit 1 constitutes a transmitted light amount changing device 27 .
  • the liquid crystal light control film 80 will be described with reference to Fig. 8.
  • the liquid crystal light control film 80 has a liquid crystal layer 81 made of liquid crystal and polymer sandwiched between transparent electrodes 82, and the surface of the transparent electrodes 82 is covered with a transparent resin film 83 for protection.
  • a transparent resin film 83 for protection.
  • the liquid crystal in the liquid crystal layer 81 is non-uniform, and the light passing through the liquid crystal light control film 80 is scattered by the liquid crystal.
  • the liquid crystal light control film 80 appears cloudy and opaque, making it impossible to see from the other side.
  • the liquid crystal in the liquid crystal layer 81 becomes uniform and aligns perpendicularly to the transparent electrode 83, so that light passing through the liquid crystal light control film 80 is transmitted to the opposite surface without being scattered.
  • the liquid crystal light control film 80 appears transparent when viewed from one side, making it possible to see the other side.
  • the first and second states are obtained by controlling the voltage applied to the transparent electrode 82 of the liquid crystal light control film 80, and the same effect as that described in the first embodiment is achieved.
  • the air conditioning device 100 including the indoor unit 1 according to the first and second embodiments includes a device 27 for changing the amount of transmitted light between a first state and a second state, in which the amount of light transmitted through at least one of the decorative panel 2, the filter panel 7, and the side panel 5 is different, from the internal space surrounded by the decorative panel 2, the filter panel 7, and the side panel 5 to the external space, which is a space different from the internal space, and the amount of light transmitted through at least one of the decorative panel 2, the filter panel 7, and the side panel 5 in the first state is greater than the amount of light transmitted through at least one of the decorative panel 2, the filter panel 7, and the side panel 5 in the second state.
  • This configuration makes it easy to check the sanitary condition of the indoor unit 1 in the first state, and has the effect of suppressing discomfort to people in the room in which the indoor unit 1 is installed by switching to the second state when dirt accumulation, parts failure, or other reasons cause discomfort to people in the room in which the indoor unit 1 is installed.
  • At least one of the drain pan 22, the piping 21, and the fan 23 may be formed from a light-transmitting material. This configuration has the effect of making it even easier to check the sanitary condition in the first state.
  • Embodiment 3 A description will now be given of embodiment 3.
  • the initial state of an air conditioning apparatus including the indoor unit 1 shown in embodiments 1 and 2 is set to the second state. If a facility manager or other person managing the air conditioning system does not want people in the outdoor space to see the inside of the indoor unit 1, as with a typical indoor unit, the indoor unit can always be kept in the second state.
  • the state can be switched to the first state. Circumstances when it is desired to check the inside of the indoor unit 1 include, for example, when it is desired to check the accumulation of dirt inside and determine whether it is time for cleaning, or when it is desired to check the status of the internal parts and determine the faulty part when the air conditioning device breaks down. This makes it possible to check the time for cleaning, the faulty part, and the like without removing exterior objects such as various panels, thereby improving maintenance efficiency and reducing maintenance costs.
  • Embodiment 4 A description will now be given of embodiment 4.
  • the first state and the second state, or switching between them is used to notify the operating status.
  • the operating state can be notified to people in the outdoor space at a glance. This makes it possible to prevent the comfort of people in the outdoor space from being impaired due to forgetting to operate the indoor unit 1. Conversely, it is also possible to prevent wasteful consumption of power due to forgetting to stop the operation of the indoor unit 1.
  • the indoor unit 1 can be switched between the first state and the second state for a set fixed period of time to flash the entire unit, thereby alerting people in the outdoor space to the malfunction. This allows for a quick response to the malfunction, such as by taking emergency measures or contacting a service company.
  • Embodiment 5 A description will be given of embodiment 5.
  • a configuration is provided for determining whether or not maintenance of the indoor unit 1 is required. Also, in accordance with the determination of whether or not maintenance is required, the indoor unit 1 is switched to a first state or a second state.
  • FIG. 9 is a front view of an operation panel device 10 provided in an air conditioning system 500 according to the fifth embodiment.
  • Fig. 10 is a diagram showing the configuration of the air conditioning system 500 according to the fifth embodiment.
  • Operation panel device 10 differs from operation panel device 10 described in embodiment 1 in that it displays the number of the indoor unit to be operated ("indoor unit 002" in the figure) and a two-dimensional code 12.
  • operation panel device 10 of embodiment 5 has the same configuration as operation panel device 10 of embodiment 1 except for the above-mentioned differences.
  • Two-dimensional code 12 indicates identification information that specifies the type of indoor unit 1, such as the model of indoor unit 1.
  • the indoor unit 1 to be operated can be selected by operating the operation section 17 on the operation panel device 10. If multiple indoor units 1 are provided in the room, the indoor unit 1 to be operated can be changed by operating the operation section 17 on the operation panel device 10, and the number of the selected indoor unit and a two-dimensional code 12 corresponding to the selected indoor unit are displayed on the display section 11.
  • the two-dimensional code 12 is a code indicating information for connecting to a website provided by a server 14 having a judgment section that determines whether or not maintenance of the indoor unit 1 is required.
  • the two-dimensional code 12 corresponding to the indoor unit 1 may be displayed on the surface of the indoor unit 1, or may be printed and displayed on paper media and affixed to the indoor unit 1 or its vicinity.
  • operation panel device 10 communicates data with server 14 by wireless communication via external communication unit 19.
  • External communication unit 19 may be disposed within operation panel device 10, or may be disposed within another device connected to operation panel device 10 by wire.
  • the external communication unit 19 may communicate data with the server 14 via a network such as the Internet.
  • the air conditioning system 500 includes the indoor unit 1 of the air conditioning apparatus 100 shown in the first and second embodiments, the operation panel device 10 shown in FIG. 9, a mobile terminal device 13, and a server 14.
  • the mobile terminal device 13 has an imaging function for capturing images with a camera and a communication function for communicating data via wireless communication.
  • a person such as the manager of the air conditioning system 500 can use the mobile terminal device 13 to capture an image of the indoor unit 1 and the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10, and transmit the captured data to the server 14.
  • FIG 11 is a block diagram showing the configuration of the mobile terminal 13 and server 14 of embodiment 2.
  • the mobile terminal 13 includes a processor 131, a memory 132, a display unit 133, an imaging unit 134, and a communication unit 135.
  • Memory 132 includes ROM (Read Only Memory) and RAM (Random Access Memory). Processor 131 deploys programs stored in ROM into RAM etc. and executes them. The programs stored in ROM are programs that describe the processing procedures for controlling mobile terminal device 13. Processor 131 executes various types of control in mobile terminal device 13 in accordance with such programs.
  • ROM Read Only Memory
  • RAM Random Access Memory
  • the portable terminal 13 is a terminal dedicated to the air conditioning system 500, and includes a processor 131, a memory 132, a display unit 133, an imaging unit 134, and a communication unit 135.
  • the display unit 133 also serves as an operation unit using a touch panel.
  • the portable terminal 13 may be configured as a general-purpose portable terminal, in which case it is necessary to install the program to be executed on the dedicated terminal as an application program.
  • the server 14 includes a processor 141, a memory 142, a communication unit 143, an external storage unit 144, and a data input unit 145.
  • the memory 142 includes a ROM and a RAM.
  • the external storage unit 144 is composed of a hard disk device and a non-volatile external storage device such as a flash memory.
  • the processor 141 loads a program stored in the ROM onto the RAM or the like and executes it.
  • the processor 141 also loads a program stored in the external storage unit 144 onto the RAM or the like and executes it.
  • the programs stored in the ROM and the external storage unit 144 are programs that describe the processing procedures of various information processes that can be executed by the server 14.
  • the processor 141 executes various information processes according to these programs, and performs information communication by the communication unit 143, reads stored data from the external storage unit 144, and writes data to the external storage unit 144.
  • the data input unit 145 is configured with a device capable of inputting data, such as a keyboard.
  • the data input from the data input unit 145 may be temporarily stored in the RAM of the memory 142 and used in a program executed by the processor 141, and may also be temporarily stored in the RAM of the memory 142 and then stored in the external storage unit 144.
  • the portable terminal 13 and the server 14 are capable of data communication via wireless communication between the communication unit 135 and the communication unit 143, and for example, data is transmitted from the portable terminal 13 to the server 14.
  • the portable terminal 13 and the server 14 may communicate data via a network such as the Internet.
  • FIG. 12 is a flowchart showing the flow of processing within the system when confirming whether or not maintenance is required for the indoor unit 1 in the air conditioning system 500.
  • step S1 When an administrator of the air conditioning system 500 wants to check whether or not an indoor unit 1 requires maintenance, in step S1, the administrator selects the indoor unit 1 for which maintenance is to be checked, for example by operating the operation section 17 of the operation panel device 10. In step S1, if there are multiple indoor units 1 that are to be operated by the operation panel device 10, one indoor unit 1 is selected from among the multiple indoor units 1, and if there is only one indoor unit 1 that is to be operated by the operation panel device 10, that one indoor unit 1 is selected.
  • step S2 the operation panel device 10 displays the two-dimensional code 12 corresponding to the indoor unit 1 selected in step S1 on the display unit 11.
  • step S3 the administrator uses the mobile terminal device 13 to capture an image of the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10 with the imaging unit 134.
  • step S4 the portable terminal 13 reads the information of the two-dimensional code 12 captured in step S3 based on the processing executed by the processor 131, and connects to the server 14 by wireless communication via the communication unit 135 by accessing the address of the website for determining whether or not maintenance is required, which is indicated by the two-dimensional code 12.
  • a website for determining whether or not maintenance is required is provided by the processor 141 in the server 14 executing processing for providing the website for determining whether or not maintenance is required.
  • the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10 is information for accessing the website for determining whether or not maintenance is required as described above.
  • the server 14 provides a website for determining whether or not maintenance is required with a different address for each model of indoor unit 1.
  • the information in the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10 is different for each type of indoor unit for which the need for maintenance is to be confirmed.
  • a website for determining whether or not maintenance is required may be provided for each model, or may be provided for each model group consisting of multiple models with similar structures.
  • step S5 the administrator operates the display unit 133, which also serves as the operation unit of the mobile terminal 13, to start a management program stored in the memory 132 for managing maintenance.
  • the processor 131 may execute a process to automatically start the management program when it accesses the address of a website for determining whether or not maintenance is required.
  • step S6 it is determined whether or not the indoor unit 1 is in the first state. If the indoor unit 1 is not in the first state, in step S7, the indoor unit 1 is switched to the first state.
  • a signal to switch to the first state is issued from the communication unit 143 of the server 14. The signal to switch to the first state is received by the communication unit of the indoor unit 1 via the external communication unit 19 of the operation panel 10.
  • the indoor unit 1 controls the transmitted light amount changing device 27 based on the received signal, and switches to the first state.
  • step S8 the administrator uses the imaging section 134 of the mobile terminal 13 to capture an image of the indoor unit 1 selected in step S1.
  • image data of the indoor unit 1 is stored in the memory 132.
  • the indoor unit 1 is in the first state, in which the inside is easily visible, and therefore the image captured by the mobile terminal device 13 shows the external and internal states of the indoor unit 1.
  • step S9 the administrator operates the portable terminal 13 in accordance with the request displayed on the display unit 133 of the portable terminal 13 while the management program is running, thereby causing data required for checking whether maintenance is required, such as image data obtained by imaging, to be transmitted from the communication unit 135 to the server 14.
  • the data transmitted in step S9 includes data indicating the owner of the indoor unit 1, data indicating the model name of the indoor unit 1, and data indicating the time when the image was captured.
  • the data transmitted in step S9 also includes data indicating location information, such as the address of the imaging location.
  • the data transmitted from the mobile terminal device 13 is received by the communication unit 143.
  • the processor 141 in the server 14 inputs the image data received from the mobile terminal device 13 into a trained model for inferring whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1, and determines whether or not maintenance of the indoor unit 1 is required.
  • FIG. 13 is a block diagram showing the configuration used in the server 14 to determine whether maintenance of the indoor unit 1 is required.
  • the server 14 includes a learning device 101, a trained model storage device 301, and an inference device 201 as configurations used to determine whether maintenance of the indoor unit 1 is required.
  • the learning device 101, the inference device 201, and the trained model storage device 301 are configured by software stored in the memory 142 or the external storage unit 144 and executed by the processor 141.
  • the learning device 101 generates a trained model and stores it in the trained model storage device 301.
  • the inference device 201 uses the trained model stored in the trained model storage device 301 to infer whether or not maintenance of the indoor unit 1 is required.
  • FIG 14 is a diagram showing the configuration of the learning device 101.
  • the learning device 101 includes a data acquisition unit 102 and a model generation unit 103.
  • the learning device 101 is configured by software that is stored in the memory 142 or the external storage unit 144 and executed by the processor 141.
  • the data acquisition unit 102 acquires learning data in which image data of the indoor unit 1 stored in the external storage unit 144 is associated with data indicating whether maintenance is required (correct answer). Predetermined learning data is stored in the external storage unit 144 as learning data.
  • the learning data is image data of the indoor unit 1, and is data in which multiple types of image data with different sanitary conditions such as the degree of dirt are associated with data indicating whether maintenance is required (correct answer) for each image data.
  • the learning data may be predetermined data, or may be data that is added and updated by sequentially inputting the need for maintenance (correct answer) from the data input unit 145 for image data of the indoor unit 1 received from the mobile terminal device 13.
  • the model generation unit 103 generates a trained model that infers whether or not maintenance of the indoor unit 1 is required based on the learning data in which the image data of the indoor unit 1 acquired by the data acquisition unit 102 and the need for maintenance (correct answer) are associated with each other.
  • the learning algorithm used by the model generation unit 103 can be a known algorithm such as supervised learning, unsupervised learning, or reinforcement learning.
  • a learning algorithm that applies a neural network is described below.
  • Figure 15 is a diagram showing the configuration of a neural network.
  • the model generation unit 103 learns whether or not maintenance of the indoor unit 1 is required, for example, by so-called supervised learning according to a neural network model.
  • supervised learning refers to a method of providing pairs of learning data, consisting of inputs and results (labels), to the learning device 101, learning the characteristics of the learning data, and inferring the results from the inputs.
  • a neural network is composed of an input layer consisting of multiple neurons, an intermediate layer (hidden layer) consisting of multiple neurons, and an output layer consisting of multiple neurons.
  • the intermediate layer may be one layer, or two or more layers.
  • the neural network uses supervised learning in accordance with the learning data acquired by the data acquisition unit 102 to generate a trained model that infers whether or not maintenance of the indoor unit 1 is required based on image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500.
  • the neural network learns by inputting image data of indoor unit 1 into the input layer and adjusting the weights W1 and W2 so that the result output from the output layer approaches the need for maintenance of indoor unit 1 (the correct answer).
  • the model generation unit 103 generates and outputs a trained model by performing the above-mentioned learning.
  • the trained model storage device 301 stores the trained model output from the model generation unit 103.
  • FIG. 16 is a flowchart showing the learning procedure of the learning device 101.
  • step b1 the data acquisition unit 102 acquires, for example, image data of the indoor unit 1 stored in the external storage unit 144 and data indicating whether or not maintenance of the indoor unit 1 is required (correct answer).
  • step b2 the model generation unit 103 generates a trained model that infers whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1 based on the learning data in which the image data of the indoor unit 1 acquired by the data acquisition unit 102 and the need for maintenance (correct answer) are associated with each other.
  • step b3 the trained model storage device 301 stores the trained model generated by the model generation unit 103.
  • FIG. 17 is a diagram showing the configuration of the inference device 201.
  • the inference device 201 includes a data acquisition unit 202 and an inference unit 203. Information on the necessity of maintenance inferred by the inference device 201 is used to plan maintenance in a determination unit 600.
  • the inference device 201 and the determination unit 600 are configured by software that is stored in the memory 142 or the external storage unit 144 and executed by the processor 141.
  • the data acquisition unit 202 acquires image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500.
  • the inference unit 203 uses the learned model stored in the learned model storage device 301 to infer whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500 acquired by the data acquisition unit 202.
  • the inference unit 203 can input the image data of the indoor unit 1 acquired by the data acquisition unit 202 to the learned model, and output data indicating whether or not maintenance of the indoor unit 1 is required, which is inferred from the image data of the indoor unit 1, to the judgment unit 600.
  • FIG. 18 is a flow chart showing the inference procedure of the inference device 201 and the maintenance planning procedure of the determination unit 600.
  • step c1 the data acquisition unit 202 acquires image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500.
  • step c2 the inference unit 203 inputs the image data of the indoor unit 1 acquired in step c1 into the learned model stored in the learned model storage device 301.
  • step c3 the inference unit 203 uses the learned model to infer whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1 acquired in step c1.
  • step c3 the need for maintenance is inferred by inferring the areas requiring maintenance and the maintenance work items, such as whether the filter 9 needs to be cleaned, whether the filter 9 needs to be replaced, whether the drain pan 22 needs to be cleaned, whether the inside of the panel (decorative panel 2, filter panel 7, side panel 5) needs to be cleaned, or whether the panel (decorative panel 2, filter panel 7, side panel 5) needs to be replaced. Then, depending on the state of dirt in the areas estimated as requiring maintenance, the timing of maintenance, such as whether maintenance is required immediately or at what time in the future maintenance will be required, is inferred.
  • step c4 the judgment unit 600 judges whether or not immediate maintenance is required based on the inference result of the inference unit 203 in step c3 as to whether or not maintenance is required.
  • step c5 the determination unit 600 decides to dispatch a maintenance worker to the location of the air conditioning system 500 including the indoor unit 1 determined to require maintenance, and proceeds to step c7.
  • the maintenance work items estimated in step c3 are further determined as the work items of the worker to be dispatched.
  • a signal to switch the indoor unit 1 determined to require maintenance to the second state is issued from the communication unit 143 of the server 14.
  • the signal to switch to the second state is received by the communication unit of the indoor unit 1 via the external communication unit 19 of the operation panel 10.
  • the indoor unit 1 controls the transmitted light amount changing device 27 based on the received signal to switch to the second state.
  • step c6 determines the timing of future maintenance, and proceeds to step c7. For example, in step c6, the timing of future maintenance, estimated in step c3 as the timing of when maintenance will be required, is determined as the timing of future maintenance.
  • step c7 the judgment unit 600 creates a maintenance schedule based on the decisions made in step c5 or the decisions made in step c6.
  • a maintenance schedule is created based on the determined maintenance work items, such as how many workers to dispatch and how much work time to expect.
  • a maintenance schedule is created according to the timing of future maintenance, such as reserving the timing of future maintenance or notifying the owner of the air conditioning system 500 of the timing of future maintenance.
  • Information relating to the maintenance schedule thus planned is transmitted to the maintenance company.
  • the maintenance company may acquire information relating to the maintenance schedule thus planned by communicating with server 14.
  • the maintenance company can confirm information relating to the maintenance schedule and perform the maintenance.
  • the image data of the indoor unit 1 received from the mobile terminal device 13 is image data that allows the internal condition of the indoor unit 1 to be confirmed
  • the inference unit 203 inputs the image data of the indoor unit 1 received from the mobile terminal device 13 into the learned model, and determines whether or not maintenance is required for the indoor unit 1 by inferring the need for maintenance of the indoor unit 1 from the image data of the indoor unit 1 using the learned model, so that the sanitary condition of the indoor unit 1 can be easily confirmed.
  • the fifth embodiment in addition to the effects described above, it is possible to optimize the determination of the need for maintenance based on image data. In the fifth embodiment, in addition to the effects described above, it is possible to optimize the frequency of maintenance and the adjustment of maintenance dispatch schedules. By optimizing the frequency of maintenance and the adjustment of maintenance dispatch schedules, it is possible to reduce unnecessary maintenance, reduce maintenance-related costs for the owner of the air conditioning system 500 and for the maintenance contractor, and strengthen the competitiveness of maintenance costs for the maintenance contractor.
  • the indoor unit 1 is switched to the second state. This makes it difficult for people in the outdoor space in which the indoor unit 1 is installed to see the accumulation of dirt inside the indoor unit 1 or a component failure, thereby reducing discomfort.
  • a password may be requested to be entered before the operation to display the two-dimensional code 12 or when connecting to a website, and only if the correct password is entered through password authentication, various processes for determining whether or not maintenance of the indoor unit 1 in the air conditioning system 500 is required may be executed.
  • the learning device 101 and the inference device 201 may exist on a cloud server.
  • the model generation unit 103 may learn whether or not maintenance of the indoor unit 1 is required by using learning data created based on image data of the indoor units 1 of multiple air conditioning systems 500.
  • the model generation unit 103 may learn whether or not maintenance of the indoor unit 1 is required by using learning data created based on image data of the indoor units 1 of multiple air conditioning systems 500 used in the same area.
  • the model generation unit 103 may learn whether or not maintenance of the indoor unit 1 is required by using learning data created based on image data of the indoor units 1 of multiple air conditioning systems 500 operating independently in different areas.
  • the model generation unit 103 can also add or remove air conditioning systems 500 from which learning data is acquired. Furthermore, the learning device 101 that has learned whether or not maintenance is required for a certain air conditioning system 500 can be applied to a learning device for a different air conditioning system, and the learning device 101 can re-learn and update whether or not maintenance is required for such a different air conditioning system.
  • the learning algorithm used by the model generation unit 103 may be deep learning, which learns to extract the features themselves, or machine learning may be performed according to other known methods, such as genetic programming, functional logic programming, or support vector machines.
  • the inference device 201 uses a trained model to infer whether or not maintenance is required from the image data acquired by the data acquisition unit 202, but this is not limited to the above.
  • the inference device may infer whether or not maintenance is required from the input data acquired by the data acquisition unit based on rule-based inference or case-based inference.
  • the mounting structure for mounting a panel such as a decorative panel provided as an exterior member to the air conditioner body may be configured as a two-part structure consisting of a panel mounting screw and a panel mounting part having a screw locking hole that holds the panel mounting screw with the head facing down, and the panel mounting part may be configured to have a claw portion that fits into the claw locking hole of the panel to prevent the panel mounting part itself from falling off the panel. This can make panel mounting and removal operations more efficient.
  • Air conditioner 100 Air conditioner, 1 Indoor unit, 4 Air outlet, 2 Decorative panel, 7 Filter panel, 5 Side panel, 22 Drain pan, 23 Fan, 21 Pipe, 27 Transmitted light amount change device, 10 Operation panel device, 11 Display unit, 13 Portable terminal device, 14 Server

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Abstract

An air-conditioning device comprising an indoor unit equipped with a first panel provided on a front surface in which an air discharge port is formed, a second panel provided on a front surface of the indoor unit and having an air intake port formed therein, and a third panel provided on a side surface of the indoor unit and, together with the first panel and the second panel, surrounding an interior space, said indoor unit also comprising a transmitted light amount changing device for switching between a first state and a second state which differ in the amount of light that passes through at least one of the first panel, the second panel, and the third panel from an internal space to an external space separate from the internal space. The amount of light passing through at least one panel among the first panel, the second panel, and the third panel in the first state is greater than the amount of light passing through at least one panel among the first panel, the second panel, and the third panel in the second state.

Description

空気調和装置、および空気調和システムAir conditioning device and air conditioning system
本開示は、空気調和装置、および空気調和システムに関する。 This disclosure relates to air conditioning devices and air conditioning systems.
 特許文献1においては、パネルを外すことなく、装置内部の塵埃の付着状況などが外部空間から容易に確認できるようにするため、空気調和装置のパネルを透明にする構成が記載されている。 Patent document 1 describes a configuration in which the panel of an air conditioner is made transparent so that the amount of dust inside the device can be easily checked from the outside without removing the panel.
実用新案登録出願公開 昭58-123222号Utility model registration application published No. 58-123222
近年では、感染症への対策を取るためなどの各種の理由により、社会的に衛生意識が高まる傾向にある。しかし、上記した従来の空気調和システムでは、パネルが透明であるため、室内機のパネルを外すことなく、室内機内部の塵埃の付着状況を含む衛生状態を容易に確認できる一方、室内機内部の清掃時期直前など塵埃の付着が目立つ場合にも外部空間から容易に確認でき、外部空間である室内機が設置された室内にいる人に不快感を与えるという課題があった。 In recent years, there has been a trend towards increased awareness of hygiene in society for various reasons, including the need to take measures against infectious diseases. However, in the conventional air conditioning systems described above, the panels are transparent, so the hygiene state, including the dust level inside the indoor unit, can be easily checked without removing the indoor unit panel. However, even when dust is noticeable, such as just before cleaning time, it can be easily seen from the outside space, causing discomfort to people in the room where the indoor unit is installed, which is an outside space.
本開示は、上記課題を解決するものであり、室内機の衛生状態を容易に確認することを可能にしながら、室内機が設置された室内にいる人に不快感を与えることを抑制する空気調和装置、および空気調和システムを提供することを目的とする。 The present disclosure aims to solve the above problem by providing an air conditioning device and air conditioning system that makes it possible to easily check the sanitary state of the indoor unit while preventing discomfort to people in the room in which the indoor unit is installed.
本開示の空気調和装置は、室内機を含む空気調和装置に関する。空気の吹出口が形成された正面に設けられた第一パネルと、室内機の正面に設けられ、空気の吸込口が形成された第二パネルと、室内機の側面に設けられ、前記第一パネルおよび前記第二パネルとともに内部空間を囲う第三パネルとを備え、内部空間から内部空間とは異なる空間である外部空間へ、第一パネルと、第二パネルと、第三パネルのうち、少なくとも1つを透過する光の光量が異なる第一の状態と第二の状態とを切り替える透過光量変化装置を備え、第一の状態において前記第一パネルと前記第二パネルと前記第三パネルのうち少なくとも1つを透過する光の光量は、前記第二の状態において前記第一パネルと前記第二パネルと前記第三パネルのうち少なくとも1つを透過する光の光量よりも大きい、室内機を含む空気調和機である。 The air conditioner of the present disclosure relates to an air conditioner including an indoor unit. The air conditioner includes a first panel provided on the front where an air outlet is formed, a second panel provided on the front of the indoor unit where an air inlet is formed, and a third panel provided on a side of the indoor unit and surrounding an internal space together with the first and second panels. The air conditioner includes an indoor unit, and includes a light transmission amount change device that switches between a first state and a second state in which the amount of light transmitted through at least one of the first panel, the second panel, and the third panel is different from the amount of light transmitted through at least one of the first panel, the second panel, and the third panel in the first state, and the amount of light transmitted through at least one of the first panel, the second panel, and the third panel in the second state.
本開示の空気調和システムは、第一パネルと、第二パネルと、第三パネルのうち、少なくとも1つを透過する光の光量を変化させる透過光量変化装置を含み、透過光量の変化により第一の状態と第二の状態を切り替え可能な室内機と、室内機のメンテナンスに関する情報が入力され、入力された情報に基づき、室内機のメンテナンスの要否を判断する判断部とを備え、判断部の判断に基づいて透過光量変化装置は第一の状態と第二の状態を切り替える。 The air conditioning system disclosed herein includes a transmitted light amount change device that changes the amount of light transmitted through at least one of the first panel, the second panel, and the third panel, and is equipped with an indoor unit that can switch between a first state and a second state depending on the change in the amount of transmitted light, and a judgment unit that inputs information related to maintenance of the indoor unit and judges whether maintenance of the indoor unit is necessary based on the input information, and the transmitted light amount change device switches between the first state and the second state based on the judgment of the judgment unit.
本開示の空気調和装置、および空気調和システムによれば、室内機の衛生状態を容易に確認できるとともに、室内機が設置された室内にいる人に不快感を与えることを抑制するという効果を奏する。 The air conditioning device and air conditioning system disclosed herein have the effect of making it easy to check the sanitary condition of the indoor unit and reducing discomfort to people in the room in which the indoor unit is installed.
実施の形態1の空気調和装置100の斜視図である。FIG. 1 is a perspective view of an air conditioning apparatus 100 according to a first embodiment. 実施の形態1の空気調和装置100の室内機1を下方から見た状態での室内機1の内部構成を示す図である。1 is a diagram showing the internal configuration of an indoor unit 1 of an air-conditioning apparatus 100 according to a first embodiment, as viewed from below. FIG. 室内機1を側面側から見た状態での室内機1の内部構成を示す図である。FIG. 2 is a diagram showing the internal configuration of the indoor unit 1 as viewed from the side. ハーフミラー材の特性を説明する概要図である。FIG. 2 is a schematic diagram illustrating the characteristics of a half mirror material. ハーフミラー材の特性を説明する概要図である。FIG. 2 is a schematic diagram illustrating the characteristics of a half mirror material. 外部空間から視認しやすい状態の室内機1の概要図である。FIG. 2 is a schematic diagram of the indoor unit 1 in a state where it is easily visible from the outside space. 実施の形態1の空気調和装置100と接続する操作パネル装置10の正面図である。1 is a front view of an operation panel device 10 connected to an air conditioning apparatus 100 according to a first embodiment. 実施の形態2の液晶調光フィルムの構成を説明する図である。11A to 11C are diagrams illustrating the configuration of a liquid crystal light control film according to a second embodiment. 実施の形態5の空気調和システム500が備える操作パネル装置10の正面図である。A front view of an operation panel device 10 provided in an air conditioning system 500 of embodiment 5. 実施の形態5の空気調和システム500の構成を示す図である。FIG. 13 is a diagram showing the configuration of an air conditioning system 500 according to a fifth embodiment. 実施の形態5の携帯端末機13およびサーバ14の構成を示すブロック図である。FIG. 13 is a block diagram showing the configurations of a mobile terminal 13 and a server 14 according to a fifth embodiment. 空気調和システム500において室内機1のメンテナンスの要否を確認する場合のシステム内の処理の流れを示すフローチャートである1 is a flowchart showing a flow of processing within the system when checking whether or not maintenance of an indoor unit 1 is required in an air conditioning system 500. サーバ14において室内機1のメンテナンスの要否を決定するために用いる構成を示すブロック図である。10 is a block diagram showing a configuration used in the server 14 to determine whether or not maintenance of the indoor unit 1 is required. FIG. 学習装置101の構成を表わす図である。FIG. 1 is a diagram showing the configuration of a learning device 101. ニューラルネットワークの構成を示す図である。FIG. 1 is a diagram illustrating a configuration of a neural network. 学習装置101の学習手順を表わすフローチャートである。1 is a flowchart showing a learning procedure of the learning device 101. 推論装置201の構成を表わす図である。FIG. 2 shows the configuration of an inference device 201. 推論装置201の推論手順およびメンテナンス立案装置600のメンテナンス立案手順を表わすフローチャートである。11 is a flowchart showing an inference procedure of the inference device 201 and a maintenance planning procedure of the maintenance planning device 600.
以下、本開示の実施の形態について、図面を参照しながら詳細に説明する。以下では、複数の実施の形態について説明するが、各実施の形態で説明された構成を適宜組み合わせることは出願当初から予定されている。なお、図中同一又は相当部分には同一符号を付してその説明は繰返さない。 Embodiments of the present disclosure will be described in detail below with reference to the drawings. Several embodiments will be described below, but it is planned from the beginning of the application that the configurations described in each embodiment will be appropriately combined. Note that the same or equivalent parts in the drawings will be given the same reference numerals and their description will not be repeated.
実施の形態1.
図1は、実施の形態1の空気調和装置100の斜視図である。図2は、実施の形態1の空気調和装置100の室内機1を下方から見た状態での室内機1の内部構成を示す図である。図3は、室内機1を側面側から見た状態での室内機1の内部構成を示す図である。
Embodiment 1.
Fig. 1 is a perspective view of an air-conditioning apparatus 100 according to embodiment 1. Fig. 2 is a diagram showing the internal configuration of the indoor unit 1 of the air-conditioning apparatus 100 according to embodiment 1 when viewed from below. Fig. 3 is a diagram showing the internal configuration of the indoor unit 1 when viewed from the side.
まず、空気調和装置100の構成の概略を説明する。本実施の形態の空気調和装置100は、室内機1と室外機とを冷媒が流れる配管で接続して冷媒回路を構成する。空調対象空間外である室外に設置されている室外機は、例えば圧縮機、室外側熱交換器等を有し、冷媒が流れる配管を介して冷媒により室内機に熱の搬送を行う。室内機1は、室内熱交換器等を有し、空調対象空間である室内の空気に、冷媒が搬送した熱を熱交換により供給して、室内の暖房又は冷房を行う。図1においては、空気調和装置100を構成する機器のうち、実施の形態1において特徴的な室内機1を示し、その他の機器については記載を省略する。 First, an outline of the configuration of the air conditioning device 100 will be described. In the air conditioning device 100 of this embodiment, an indoor unit 1 and an outdoor unit are connected by piping through which a refrigerant flows to form a refrigerant circuit. The outdoor unit, which is installed outdoors, which is outside the space to be air-conditioned, has, for example, a compressor, an outdoor heat exchanger, etc., and transfers heat to the indoor unit by the refrigerant through the piping through which the refrigerant flows. The indoor unit 1 has an indoor heat exchanger, etc., and supplies heat transferred by the refrigerant to the air in the room, which is the space to be air-conditioned, by heat exchange, thereby heating or cooling the room. In FIG. 1, of the devices that make up the air conditioning device 100, the indoor unit 1, which is characteristic of embodiment 1, is shown, and descriptions of the other devices are omitted.
図1を参照して、室内機1は、たとえば、空調対象空間としての室内の例えば天井に取り付けられる。室内機1は、主な外装部材として、第一パネルである化粧パネル2と、第二パネルであるフィルタパネル7と、第三パネルである側面パネル5とが備えられる。室内機1は、その他の外装部材として、コーナーパネル6が備えられる。 Referring to FIG. 1, the indoor unit 1 is attached, for example, to the ceiling of a room as the space to be air-conditioned. The indoor unit 1 is provided with, as its main exterior components, a decorative panel 2 which is a first panel, a filter panel 7 which is a second panel, and a side panel 5 which is a third panel. The indoor unit 1 is provided with a corner panel 6 as another exterior component.
図1を参照して、側面パネル5は、室内機1の側面を囲む箱状のパネル部材である。化粧パネル2は、側面パネル5の下側開口部の周囲に設けられた平板形状のパネル部材である。化粧パネル2の中央部には、空気の吸入口3が形成されている。化粧パネル2には、空気の吹出口4が4つ形成されている。吹出口4には、空気の吹き出し方向を調整するベーンが設けられている。室内機1において、化粧パネル2が設けられた側が正面側であり、側面パネル5が設けられた側が側面側である。 Referring to FIG. 1, the side panel 5 is a box-shaped panel member that surrounds the side of the indoor unit 1. The decorative panel 2 is a flat panel member provided around the lower opening of the side panel 5. An air intake 3 is formed in the center of the decorative panel 2. Four air outlets 4 are formed in the decorative panel 2. The outlets 4 are provided with vanes that adjust the air blowing direction. In the indoor unit 1, the side on which the decorative panel 2 is provided is the front side, and the side on which the side panel 5 is provided is the side side.
図1に示すように、フィルタパネル7は、フィルタ9を下方で支持するパネル部材である。フィルタパネル7は、フィルタ9が空気の吸入口3を覆う態様となるように、化粧パネル2の中央部に取り付けられる。 As shown in FIG. 1, the filter panel 7 is a panel member that supports the filter 9 from below. The filter panel 7 is attached to the center of the decorative panel 2 so that the filter 9 covers the air intake 3.
室内機1は、側面パネル5の上端部が天井に取り付けられる態様で、天井に固定される。なお、室内機1は、電気配線や空調配管などを隠蔽するための天井部分の間仕切りがない天井、いわゆるスケルトン天井に取り付けられていてもよい。この場合、側面パネル5が外部空間に露出しており、正面側のみならず側面側も観察が可能な状態となる。また、側面パネル5の一部が天井に形成された凹部に嵌め込まれる態様で天井に取り付けられてもよい。 The indoor unit 1 is fixed to the ceiling with the upper end of the side panel 5 attached to the ceiling. The indoor unit 1 may also be attached to a so-called skeleton ceiling, which is a ceiling without a partition in the ceiling portion to hide electrical wiring, air conditioning piping, etc. In this case, the side panel 5 is exposed to the outside space, and not only the front side but also the side side can be observed. Also, the side panel 5 may be attached to the ceiling with a part of it fitted into a recess formed in the ceiling.
図2に示すように、室内機1の内部には、吸入口3から空気を吸入するためのファン23が設けられている。室内機1の内部には、室内熱交換器の熱交換により発生する水などのドレインを貯留するドレインパン22がファン23の周囲に設けられている。室内機1の内部には、前述したような冷媒が流れる配管21が一部露出して配置されている。なお、冷媒が流れる配管21は、隠蔽されていてもよい。 As shown in FIG. 2, a fan 23 for drawing air in from the intake port 3 is provided inside the indoor unit 1. A drain pan 22 for storing drainage such as water generated by heat exchange in the indoor heat exchanger is provided around the fan 23 inside the indoor unit 1. Inside the indoor unit 1, the piping 21 through which the refrigerant flows as described above is arranged partially exposed. Note that the piping 21 through which the refrigerant flows may be concealed.
図3に示すように、室内機1においては、側面パネル5と化粧パネル2とフィルタパネル7に囲まれた空間に、配管21、ドレインパン22、および、ファン23が配置されている。 As shown in FIG. 3, in the indoor unit 1, the piping 21, the drain pan 22, and the fan 23 are arranged in the space surrounded by the side panel 5, the decorative panel 2, and the filter panel 7.
以上に説明した室内機1を構成する部材のうち、化粧パネル2、フィルタパネル7、および、側面パネル5は、ハーフミラー材で構成されている。ハーフミラー材は、透光性を有する素材の表面に金属蒸着を施し、透光性に加えて反射性を付加したものである。また、金属蒸着を施したフィルムを透光性を有する素材に貼り付けたものでもよい。さらに、金属蒸着である必要はなく、透光性と反射性を有した素材もしくはフィルムでもよい。 Among the components constituting the indoor unit 1 described above, the decorative panel 2, filter panel 7, and side panel 5 are made of half-mirror material. Half-mirror material is made by applying metal vapor deposition to the surface of a translucent material, adding reflectivity in addition to translucency. It may also be made by attaching a film with metal vapor deposition to a translucent material. Furthermore, it does not have to be metal vapor deposition, and it may be a material or film that is both translucent and reflective.
また、図2に示すように光源25および制御部26が室内機1の内部に備えられている。光源25は室内機1の内部部品、例えば、配管21、ドレインパン22、および、ファン23などを照射する。光源25は制御部26に接続されており、制御部26により光源25の光量を変化することができる。図2の光源25は実装の一例であり、光源25は一つとは限らない。光源25は複数設置されていてもよく、例えば直線状もしくは矩形状もしくは円環状もしくはそれらを組み合わせた形状で複数の光源25が配置されていてもよい。 As shown in FIG. 2, a light source 25 and a control unit 26 are provided inside the indoor unit 1. The light source 25 illuminates the internal components of the indoor unit 1, such as the piping 21, the drain pan 22, and the fan 23. The light source 25 is connected to the control unit 26, and the amount of light emitted by the light source 25 can be changed by the control unit 26. The light source 25 in FIG. 2 is an example of implementation, and the number of light sources 25 is not limited to one. A plurality of light sources 25 may be installed, and the plurality of light sources 25 may be arranged, for example, in a linear, rectangular, or annular shape, or a combination thereof.
 上記、ハーフミラー材で構成されたパネル部材、室内機1の内部に備えられた光源25、および光源25の光量を変化させる制御部26を合わせて透過光量変化装置27とする。 The panel member made of the half-mirror material, the light source 25 provided inside the indoor unit 1, and the control unit 26 that changes the amount of light from the light source 25 are collectively referred to as the transmitted light amount change device 27.
ここで、ハーフミラー材の特性について説明する。前述のとおり、ハーフミラー材は透光性と反射性を有しており、ハーフミラー材に入射する光を透過および反射する。ハーフミラー材を挟んだ両面からハーフミラー材に入射した光の透過および反射する光量により、ハーフミラー材と対向する一方から他方を視認しやすくしたり、視認しにくくしたりできる。
図4および図5のハーフミラー材の特性を説明する概略図を用いて説明する。図4および図5に示す板状のハーフミラー材で形成されたハーフミラー壁70と対向する一方の空間を空間71、他方を空間72と定義する。
空間71の光量が空間72の光量よりも大きい場合、すなわち、空間71が空間72よりも明るい場合について説明する。ハーフミラー壁70は空間72から空間71に透過する光量75よりも、空間71の光によりハーフミラー材の表面が反射する光量73のほうが大きくなる。このとき、空間71から見ると空間71の反射された光を視認するので、ハーフミラー壁70の表面は鏡面状態となり、空間72は視認しにくくなる。
反対に、図5に示すように、空間71の光量が空間72の光量よりも小さい場合、すなわち、空間71が空間72よりも暗い場合について説明する。ハーフミラー壁70の表面は空間71の光により空間71が反射する光量73よりも、空間72から空間71に透過する光量75のほうが大きくなる。このとき、空間71から見るとハーフミラー壁70を透過した空間72の光を視認するので、空間72を視認しやすくなる。
Here, the characteristics of the half mirror material will be described. As described above, the half mirror material has translucency and reflectivity, and transmits and reflects light incident on the half mirror material. Depending on the amount of transmitted and reflected light incident on the half mirror material from both sides of the half mirror material, it is possible to make one side of the half mirror material easier or harder to see from the other side.
The characteristics of the half-mirror material will be described with reference to the schematic diagrams of Figures 4 and 5. One space facing the half-mirror wall 70 formed of the plate-shaped half-mirror material shown in Figures 4 and 5 is defined as space 71, and the other space facing the half-mirror wall 70 is defined as space 72.
A case will be described where the amount of light in space 71 is greater than the amount of light in space 72, that is, where space 71 is brighter than space 72. In the half-mirror wall 70, the amount of light 73 reflected by the surface of the half-mirror material due to the light in space 71 is greater than the amount of light 75 transmitted from space 72 to space 71. In this case, when viewed from space 71, the light reflected from space 71 is visible, so the surface of the half-mirror wall 70 becomes mirror-like, and space 72 becomes difficult to see.
5, a case will be described in which the amount of light in space 71 is smaller than the amount of light in space 72, that is, the space 71 is darker than the space 72. On the surface of the half-mirror wall 70, the amount of light 75 transmitted from the space 72 to the space 71 is greater than the amount of light 73 reflected by the space 71 due to the light in the space 71. In this case, when viewed from the space 71, the light of the space 72 transmitted through the half-mirror wall 70 is visible, making it easier to view the space 72.
 上述したハーフミラー材の特性を利用し、室内機1内部の光源25の光量を制御部26により変化させることで、室内機1の内部を外部空間から視認しやすい状態と、視認しにくい状態を切り替えることが可能となる。外部空間とは、室内機1の第一パネルである化粧パネル2、第二パネルであるフィルタパネル7および第三パネルである側面パネル5に囲われた室内機1の内部空間とは異なる空間のことである。
以下に具体的に説明する。室内機1の内部の光源25の光量を制御部26により増加させ、室内機1の内部を外部空間より明るくする。公的機関が定める室内の照度基準、例えば日本工業規格JIS Z9110照明基準総則、もしくは、室内機1が設置される平均的な外部空間の照度をもとに、一般的な外部空間の明るさを定義する。そして、定義された一般的な外部空間から室内機1の内部空間が視認しやすい状態となる室内機1の内部の光源25の光量を予め設定しておく。室内機1が設置された外部空間が一般的な外部空間の明るさよりも明るく、予め設定された光量では外部空間から室内機1内部が視認しにくい場合は、手動で光量を増加することもできる。
これにより、図6に示すように光源25により照射された室内機1の内部部品は、ハーフミラー材で構成されたパネルを通して、外部空間から視認しやすくなる。
また反対に、例えば制御部26により室内機1内部の光源25を消し、室内機1の内部部品を照射する光量を無くすことで、外部空間より暗くする。これにより、室内機1の内部は外部空間から視認しにくくなる。
ここで、室内機1内部を外部空間から視認しやすい状態を第一の状態、視認しにくい状態を第二の状態と定義する。
なお、第一の状態と第二の状態の間の状態となる例えば第三の状態があってもよい。また、第一の状態と第二の状態は連続的に無段階で変化するものであってもよい。
By utilizing the characteristics of the half mirror material described above and changing the amount of light from the light source 25 inside the indoor unit 1 by the control unit 26, it is possible to switch between a state in which the inside of the indoor unit 1 is easy to see from the external space and a state in which it is difficult to see. The external space is a space different from the internal space of the indoor unit 1 surrounded by the decorative panel 2 which is the first panel of the indoor unit 1, the filter panel 7 which is the second panel, and the side panel 5 which is the third panel.
A specific description will be given below. The light amount of the light source 25 inside the indoor unit 1 is increased by the control unit 26 to make the inside of the indoor unit 1 brighter than the external space. The brightness of a typical external space is defined based on an indoor illuminance standard set by a public institution, for example, the Japanese Industrial Standard JIS Z9110 General Provisions for Illumination Standards, or the average illuminance of the external space in which the indoor unit 1 is installed. Then, the light amount of the light source 25 inside the indoor unit 1 that makes it easy to see the internal space of the indoor unit 1 from the defined general external space is set in advance. If the external space in which the indoor unit 1 is installed is brighter than the brightness of the general external space and the interior of the indoor unit 1 is difficult to see from the external space with the preset light amount, the light amount can be manually increased.
This makes it easier for the internal parts of the indoor unit 1 illuminated by the light source 25 as shown in FIG. 6 to be visible from the exterior space through the panel made of a half mirror material.
Conversely, for example, the control unit 26 turns off the light source 25 inside the indoor unit 1, eliminating the amount of light irradiating the internal components of the indoor unit 1, making it darker than the external space. This makes it difficult to see the inside of the indoor unit 1 from the external space.
Here, a state in which the inside of the indoor unit 1 is easily visible from the outside space is defined as a first state, and a state in which it is difficult to see is defined as a second state.
Note that there may be, for example, a third state between the first and second states, and the first and second states may change continuously and steplessly.
室内機1は、通信部を備えており、後述する操作パネル装置10の操作部17より送信された操作に関する情報を含む信号を受信する。
図7は室内機1に接続された操作パネル装置10の正面図である。操作パネル装置10は、操作ボタンなどからなる操作部17と、液晶表示装置などからなる表示部11を備える。   
操作部17は、室内機1について、設定温度、風量、および風向などの制御の設定値を変更する操作に関する情報を含む信号を室内機へ送信する。室内機1の通信部は送信された情報を受信する。受信した情報から室内機の設定温度、風量および風向などの制御の設定値を変更する。表示部11は、設定温度、風量、および、風向の設定値を表示する。
同様に、第一の状態と第二の状態の切替えは操作パネル装置10を使用する。操作パネル装置11の操作部17を用いて、第一の状態と第二の状態を切り替えることが可能である。また、操作パネル装置10の表示部11に室内機1が第一の状態もしくは第二の状態かが表示されていてもよい。
The indoor unit 1 includes a communication unit, and receives a signal including information related to an operation transmitted from an operation unit 17 of an operation panel device 10, which will be described later.
7 is a front view of the operation panel device 10 connected to the indoor unit 1. The operation panel device 10 includes an operation section 17 including operation buttons and the like, and a display section 11 including a liquid crystal display device and the like.
The operation unit 17 transmits a signal including information regarding an operation to change control settings such as the set temperature, air volume, and air direction of the indoor unit 1 to the indoor unit. The communication unit of the indoor unit 1 receives the transmitted information. The control settings such as the set temperature, air volume, and air direction of the indoor unit are changed based on the received information. The display unit 11 displays the set values of the set temperature, air volume, and air direction.
Similarly, switching between the first state and the second state is performed using the operation panel device 10. It is possible to switch between the first state and the second state using the operation unit 17 of the operation panel device 11. Also, the display unit 11 of the operation panel device 10 may display whether the indoor unit 1 is in the first state or the second state.
 第一の状態のとき、前述のような構成により、室内機1においては、これらの外装部材を介して、内部が視認可能である。これにより、室内機1が設置された室内にいる人は、室内機1の正面側および側面側など、室内機1の外部から、室内機1の内部の汚れなどの衛生状態を視覚により容易に確認することができる。 In the first state, due to the above-mentioned configuration, the inside of the indoor unit 1 is visible through these exterior members. This allows people in the room in which the indoor unit 1 is installed to easily visually check the sanitary condition of the interior of the indoor unit 1, such as dirt, from the outside of the indoor unit 1, such as the front and side sides of the indoor unit 1.
たとえば、室内機1の正面側からは、ハーフミラー材により構成された化粧パネル2およびフィルタパネル7などを介して、図1および図2に示すように配置されたフィルタ9、配管21、ドレインパン22、および、ファン23などの内部構造物の状態を視覚により容易に確認することができる。また、室内機1の側面側からは、ハーフミラー材により構成された側面パネル5などを介して、図3の破線で示すように配置された配管21、ドレインパン22、および、ファン23などの内部構造物の状態を視覚により容易に確認することができる。 For example, from the front side of the indoor unit 1, the state of the internal structures such as the filter 9, piping 21, drain pan 22, and fan 23 arranged as shown in Figures 1 and 2 can be easily visually confirmed through the decorative panel 2 and filter panel 7 made of half-mirror material. Also, from the side side of the indoor unit 1, the state of the internal structures such as the piping 21, drain pan 22, and fan 23 arranged as shown by the dashed lines in Figure 3 can be easily visually confirmed through the side panel 5 made of half-mirror material.
 また、設備管理者など空気調和装置を管理する人が外部空間にいる人に不快感を与える恐れがあると判断した場合には、操作パネル装置10を操作し、第二の状態に切替えることができる。これにより、室内機1の内部を視認しにくい状態とすることで不快感を与えることを抑制できる。不快感を与える恐れがある場合とは、例えば、室内機1の清掃時期の直前など内部に汚れなどが蓄積した場合や、室内機1の内部の部品が破損などにより故障した場合などがある。
 室内機1内部の清掃や、故障の修理により、外部空間にいる人に不快感を与えないと判断した場合には、操作パネル10を操作し、再び第一の状態に切り替えることで、前述した第一の状態の効果が継続できる。
Furthermore, if a facility manager or other person managing the air conditioning device determines that there is a risk of causing discomfort to people in the external space, the operation panel device 10 can be operated to switch to the second state. This makes it difficult to see inside the indoor unit 1, thereby preventing discomfort. Examples of situations where there is a risk of causing discomfort include when dirt has accumulated inside the indoor unit 1, such as immediately before cleaning time, or when an internal part of the indoor unit 1 has broken down due to damage or the like.
When it is determined that cleaning the inside of the indoor unit 1 or repairing any malfunctions will not cause discomfort to people in the outdoor space, the effect of the first state described above can be continued by operating the operation panel 10 to switch back to the first state.
なお、図1、図2および図3に示すフィルタ9、配管21、ドレインパン22、および、ファン23は、透光性を有する部材により構成されていてもよい。透光性を有する部材としては、例えば、透明の樹脂製の部材またはガラス製の部材などが用いられる。樹脂製の部材としては、アクリルまたはポリカーボネートなどの部材が用いられる。 The filter 9, pipe 21, drain pan 22, and fan 23 shown in Figures 1, 2, and 3 may be made of a light-transmitting material. Examples of light-transmitting materials include transparent resin materials and glass materials. Examples of resin materials include acrylic and polycarbonate materials.
第一の状態のとき、前述のような構成により、室内機1においては、配管21の内部と、ドレインパン22の貯留部と、ファン23の表面および裏面のような内部構造物自体についても内部が視認可能である。これにより、室内機1が設置された室内にいる人は、配管21、ドレインパン22、および、ファン23の内部の汚れなどの衛生状態を視覚により容易に確認することができる。 In the first state, due to the configuration described above, the inside of the indoor unit 1 can be seen, including the inside of the piping 21, the storage section of the drain pan 22, and the inside and back surfaces of the fan 23. This allows people in the room in which the indoor unit 1 is installed to easily visually check the sanitary condition of the piping 21, the drain pan 22, and the inside of the fan 23, such as dirt.
なお、化粧パネル2、フィルタパネル7、および、側面パネル5は、少なくとも1つがハーフミラー材により構成されていればよい。また、配管21、ドレインパン22、および、ファン23は、少なくとも1つが透光性の部材により構成されていればよい。室内機1の内部における汚れなどの衛生状態を視覚により容易に確認するためには、より多くの構成物に透光性の部材を用いることが好ましい。 It is sufficient that at least one of the decorative panel 2, the filter panel 7, and the side panel 5 is made of a half-mirror material. It is also sufficient that at least one of the piping 21, the drain pan 22, and the fan 23 is made of a translucent material. To easily visually check the hygienic condition, such as dirt, inside the indoor unit 1, it is preferable to use translucent materials for as many components as possible.
なお、ドレインパン22が透光性を有する部材でない場合、ドレインパン22の貯留部に対向する位置に鏡を設けてもよい。鏡により映し出されたドレインパン22の貯留部の鏡像を、室内機1の正面もしくは側面のハーフミラー材で形成された外装材を介して、視覚により容易に確認できる。鏡はドレインパン22の貯留部全体を映してもよいし、一部を映すものでもよい。 If the drain pan 22 is not made of a material having translucency, a mirror may be provided at a position facing the storage section of the drain pan 22. The mirror image of the storage section of the drain pan 22 reflected by the mirror can be easily visually confirmed through the exterior material formed of a half-mirror material on the front or side of the indoor unit 1. The mirror may reflect the entire storage section of the drain pan 22, or it may reflect only a portion of it.
なお、照度センサなどの明るさを検知する装置を室内機1の設置された外部空間に露出する部位に備えてもよい。これにより、検知された外部空間の明るさが一般的な外部空間よりも明るい場合、室内機1の内部の光源25の光量を自動で増加させることもできる。 A device for detecting brightness, such as an illuminance sensor, may be provided in a portion exposed to the external space in which the indoor unit 1 is installed. This allows the light intensity of the light source 25 inside the indoor unit 1 to be automatically increased if the detected brightness of the external space is brighter than a typical external space.
 第一の状態のとき、次のような効果も得ることができる。室内機1の内部を視認しやすい状態としておくことで、室内機1が設置された空間の使用者および来訪者が、室内機1の内部の衛生状態を容易に確認することができるので、室内機1が設置された空間の所有者における衛生管理のレベルを推定することが可能となる。このように、室内機1が設置された空間の使用者および来訪者が衛生管理のレベルを推定することが可能となれば、衛生管理のレベルの高さをアピールしたい空間の所有者にとって、ある程度のコストをかけてでも室内機1を設置することが、新たに提供できる価値となる。 In the first state, the following effect can also be obtained. By making the inside of the indoor unit 1 easily visible, users and visitors of the space in which the indoor unit 1 is installed can easily check the sanitary condition inside the indoor unit 1, making it possible to estimate the level of sanitary management of the owner of the space in which the indoor unit 1 is installed. In this way, if it becomes possible for users and visitors of the space in which the indoor unit 1 is installed to estimate the level of sanitary management, installing the indoor unit 1, even at a certain cost, becomes a new value that can be provided to owners of spaces who wish to demonstrate a high level of sanitary management.
また、室内機1は、内部構造物の状態を視覚により容易に確認することができるので、従来の室内機では一般人が見ることができなかったファン23のような駆動部品、冷媒が通る配管21のような機構部品、および、冷媒そのもののような、室内機1の内部状態を鑑賞対象として提供することができる。これにより、室内機1は、従来ではデザインの障害とらないように配慮すべき存在であった室内機という装置を、人が見て楽しむことができるようにすることができる。 In addition, the indoor unit 1 allows the state of the internal structure to be easily confirmed visually, so the internal state of the indoor unit 1, such as the driving parts such as the fan 23, the mechanical parts such as the pipes 21 through which the refrigerant passes, and the refrigerant itself, which could not be seen by the general public in conventional indoor units, can be offered as objects of appreciation. As a result, the indoor unit 1 allows people to enjoy looking at the indoor unit, a device that previously required care to ensure it did not get in the way of the design.
また、室内機1は、内部構造物の状態を視覚により容易に確認することができるので、フィルタ9の目詰まりを回避することができ、通気抵抗の増加を低減することによるファン23の消費電力の低減および熱交換効率の低下抑制により、消費電力を低減することができる。室内機1は、内部構造物の状態を視覚により容易に確認することができるので、ドレインパン22などにおけるドレインの漏れなどの室内機1内部の不具合を容易に発見できる。 In addition, because the condition of the internal structure of the indoor unit 1 can be easily checked visually, clogging of the filter 9 can be avoided, and power consumption can be reduced by reducing the power consumption of the fan 23 by reducing the increase in air resistance and by preventing a decrease in heat exchange efficiency. Because the condition of the internal structure of the indoor unit 1 can be easily checked visually, problems inside the indoor unit 1, such as drain leaks in the drain pan 22, can be easily discovered.
実施の形態2.
実施の形態2について説明する。実施の形態2は実施の形態1の室内機1と比較して、化粧パネル2、フィルタパネル7、および側面パネル5の構成材料がハーフミラー材ではない点および、光源25を有さない点が異なる。なお、実施の形態2の室内機1は、前述の異なる点を除いた他の構成は実施の形態1の室内機1と同じである。
実施の形態2の化粧パネル2、フィルタパネル7、および側面パネル5の構成材料は、透光性のある部材に液晶調光フィルム80を貼り付けたものである。後述する液晶調光フィルムの透明電極の端部が制御部26に接続されている。制御部26は透明電極への電圧の印加を制御する。
上記の透光性のある部材に液晶調光フィルム80を貼り付けたもので構成されたパネル部材、室内機1の内部に備えられた制御部26を合わせて透過光量変化装置27とする。
Embodiment 2.
A description will now be given of embodiment 2. Embodiment 2 differs from the indoor unit 1 of embodiment 1 in that the constituent materials of the decorative panel 2, filter panel 7, and side panel 5 are not half-mirror materials, and in that the indoor unit 1 of embodiment 2 does not have a light source 25. Note that the indoor unit 1 of embodiment 2 has the same configuration as the indoor unit 1 of embodiment 1, except for the above-mentioned differences.
The decorative panel 2, the filter panel 7, and the side panel 5 of the second embodiment are made of a transparent material to which a liquid crystal light control film 80 is attached. The end of a transparent electrode of the liquid crystal light control film, which will be described later, is connected to the control unit 26. The control unit 26 controls the application of a voltage to the transparent electrode.
The panel member formed by attaching the liquid crystal light control film 80 to the above-mentioned light-transmitting member and the control unit 26 provided inside the indoor unit 1 constitutes a transmitted light amount changing device 27 .
ここで図8を用いて液晶調光フィルム80について説明する。液晶調光フィルム80は液晶とポリマーで構成された液晶層81を透明電極82で挟み、保護のために透明電極82の表面を透明樹脂フィルム83で覆われたものである。
透明電極82に電圧をかけない状態では、液晶層81の液晶が不均一であるため、液晶調光フィルム80を通過する光は液晶により散乱する。これにより、一方から見ると、液晶調光フィルム80は白濁し、不透明に見えるため、他方を視認できない。
透明電極82に電圧をかけると、液晶層81の液晶が均一となり、透明電極83に対して垂直に整列するため、液晶調光フィルム80を通過する光は散乱せずに反対面に透過する。これにより、一方から見ると液晶調光フィルム80は透明に見え、他方を視認できるようになる。
Here, the liquid crystal light control film 80 will be described with reference to Fig. 8. The liquid crystal light control film 80 has a liquid crystal layer 81 made of liquid crystal and polymer sandwiched between transparent electrodes 82, and the surface of the transparent electrodes 82 is covered with a transparent resin film 83 for protection.
When no voltage is applied to the transparent electrode 82, the liquid crystal in the liquid crystal layer 81 is non-uniform, and the light passing through the liquid crystal light control film 80 is scattered by the liquid crystal. As a result, when viewed from one side, the liquid crystal light control film 80 appears cloudy and opaque, making it impossible to see from the other side.
When a voltage is applied to the transparent electrode 82, the liquid crystal in the liquid crystal layer 81 becomes uniform and aligns perpendicularly to the transparent electrode 83, so that light passing through the liquid crystal light control film 80 is transmitted to the opposite surface without being scattered. As a result, the liquid crystal light control film 80 appears transparent when viewed from one side, making it possible to see the other side.
 上述した液晶調光フィルム80の特性を利用し、制御部26により液晶調光フィルム80に印加する電圧を制御することで、室内機1の内部を外部空間から視認しやすい状態である第一の状態と、視認しにくい状態である第二の状態を切り替えることが可能となる。
 以下に具体的に説明する。液晶調光フィルム80の透明電極82に電圧を印加すると、室内機1の内部を外部空間から視認しやすい状態である第一の状態が得られる。反対に、液晶調光フィルムの透明電極82に電圧を印加しないと、室内機1の内部を外部空間から視認しにくい状態である第二の状態が得られる。
By utilizing the above-mentioned characteristics of the liquid crystal light control film 80 and controlling the voltage applied to the liquid crystal light control film 80 by the control unit 26, it is possible to switch between a first state in which the inside of the indoor unit 1 is easily visible from the external space, and a second state in which it is difficult to see.
A specific description is given below. When a voltage is applied to the transparent electrode 82 of the liquid crystal light control film 80, a first state is obtained in which the inside of the indoor unit 1 is easily visible from the external space. Conversely, when no voltage is applied to the transparent electrode 82 of the liquid crystal light control film, a second state is obtained in which the inside of the indoor unit 1 is difficult to see from the external space.
 実施の形態2は液晶調光フィルム80の透明電極82への電圧を制御することで、第一の状態および第二の状態が得られ、実施の形態1に記載した効果と同じ効果を奏する。 In the second embodiment, the first and second states are obtained by controlling the voltage applied to the transparent electrode 82 of the liquid crystal light control film 80, and the same effect as that described in the first embodiment is achieved.
以上のように実施の形態1および実施の形態2に係る室内機1を含む空気調和装置100は、化粧パネル2と、フィルタパネル7と、側面パネル5で囲まれた内部空間から、内部空間とは異なる空間である外部空間へ、化粧パネル2と、フィルタパネル7と、側面パネル5のうち、少なくとも1つを透過する光の光量が異なる第一の状態と第二の状態とを切り替える透過光量変化装置27とを備え、第一の状態において化粧パネル2とフィルタパネル7と側面パネル5のうち少なくとも1つを透過する光の光量は、第二の状態において化粧パネル2とフィルタパネル7と側面パネル5のうち少なくとも1つを透過する光の光量よりも大きくなる構成である。この構成によって、第一の状態で室内機1の衛生状態を容易に確認できるとともに、汚れの蓄積および部品の故障など、室内機1が設置された室内にいる人に不快感を与える場合には第二の状態に切り替えることで、室内機1が設置された室内にいる人に不快感を与えることを抑制するという効果を奏する。 As described above, the air conditioning device 100 including the indoor unit 1 according to the first and second embodiments includes a device 27 for changing the amount of transmitted light between a first state and a second state, in which the amount of light transmitted through at least one of the decorative panel 2, the filter panel 7, and the side panel 5 is different, from the internal space surrounded by the decorative panel 2, the filter panel 7, and the side panel 5 to the external space, which is a space different from the internal space, and the amount of light transmitted through at least one of the decorative panel 2, the filter panel 7, and the side panel 5 in the first state is greater than the amount of light transmitted through at least one of the decorative panel 2, the filter panel 7, and the side panel 5 in the second state. This configuration makes it easy to check the sanitary condition of the indoor unit 1 in the first state, and has the effect of suppressing discomfort to people in the room in which the indoor unit 1 is installed by switching to the second state when dirt accumulation, parts failure, or other reasons cause discomfort to people in the room in which the indoor unit 1 is installed.
さらに、付加的構成として前述の実施の形態1および実施の形態2に係る室内機1を含む空気調和装置100の構成に、ドレインパン22および配管21およびファン23の少なくとも1つが光を透過する部材で形成されていても良い。この構成によって、第一の状態における衛生状態の確認がさらに容易になる効果を奏する。 Furthermore, as an additional configuration, in the configuration of the air conditioning device 100 including the indoor unit 1 according to the above-mentioned embodiments 1 and 2, at least one of the drain pan 22, the piping 21, and the fan 23 may be formed from a light-transmitting material. This configuration has the effect of making it even easier to check the sanitary condition in the first state.
実施の形態3.
実施の形態3について説明する。実施の形態3は実施の形態1および実施の形態2に示した室内機1を含む空気調和装置において、初期状態を第二の状態とするものである。
 設備管理者など空気調和装置を管理する人が、一般的な室内機と同様に、外部空間にいる人に室内機1の内部を見せたくない場合などは、常に第二の状態としておくことができる。
 室内機1の内部を確認したい場合は第一の状態に切り替えることができる。室内機1の内部を確認したい場合とは、例えば、内部の汚れの蓄積状況を確認し、清掃時期かどうかを確認したい場合や、空気調和装置が故障した際に、内部の部品の状況を確認し、故障部位を確認したい場合などが挙げられる。これにより、各種パネルなどの外装物を外すことなく、清掃時期や故障部位などが確認できるため、メンテナンス効率向上およびメンテナンスコスト削減が可能となる。
Embodiment 3.
A description will now be given of embodiment 3. In embodiment 3, the initial state of an air conditioning apparatus including the indoor unit 1 shown in embodiments 1 and 2 is set to the second state.
If a facility manager or other person managing the air conditioning system does not want people in the outdoor space to see the inside of the indoor unit 1, as with a typical indoor unit, the indoor unit can always be kept in the second state.
When it is desired to check the inside of the indoor unit 1, the state can be switched to the first state. Circumstances when it is desired to check the inside of the indoor unit 1 include, for example, when it is desired to check the accumulation of dirt inside and determine whether it is time for cleaning, or when it is desired to check the status of the internal parts and determine the faulty part when the air conditioning device breaks down. This makes it possible to check the time for cleaning, the faulty part, and the like without removing exterior objects such as various panels, thereby improving maintenance efficiency and reducing maintenance costs.
実施の形態4.
実施の形態4について説明する。実施の形態4は実施の形態1および実施の形態2に示した室内機1を含む空気調和装置において、第一の状態および第二の状態、またはそれらの切替えを運転状況の報知に使用するものである。
例えば、室内機の稼働時は第一の状態、停止時は第二の状態、もしくは反対に稼働時は第二の状態、停止時は第一の状態にすることで、一目見て運転状態を外部空間にいる人に報知することができる。これにより、室内機1の稼働忘れによる外部空間にいる人の快適性を損なうことを防止できる。また、反対に室内機1の稼働停止忘れによる電力の無駄な消費も防止できる。
また、室内機1にエラーや故障などの不具合が発生した場合、第一の状態と第二の状態を設定された一定時間に切り替えて室内機1全体を明滅することにより、外部空間にいる人に不具合の発生を報知することができる。これにより、応急処置やサービス会社へ連絡するなど、素早い不具合対応が可能となる。
Embodiment 4.
A description will now be given of embodiment 4. In embodiment 4, in an air conditioning apparatus including the indoor unit 1 shown in embodiments 1 and 2, the first state and the second state, or switching between them, is used to notify the operating status.
For example, by setting the indoor unit in the first state when it is operating and in the second state when it is stopped, or vice versa, the operating state can be notified to people in the outdoor space at a glance. This makes it possible to prevent the comfort of people in the outdoor space from being impaired due to forgetting to operate the indoor unit 1. Conversely, it is also possible to prevent wasteful consumption of power due to forgetting to stop the operation of the indoor unit 1.
Furthermore, if a malfunction such as an error or breakdown occurs in the indoor unit 1, the indoor unit 1 can be switched between the first state and the second state for a set fixed period of time to flash the entire unit, thereby alerting people in the outdoor space to the malfunction. This allows for a quick response to the malfunction, such as by taking emergency measures or contacting a service company.
実施の形態5.
実施の形態5について説明する。実施の形態5は実施の形態1および実施の形態2に示した室内機1を含む空気調和装置において、室内機1のメンテナンスの要否を決定する構成である。また、メンテナンスの要否の決定に伴い、室内機1を第一の状態もしくは第二の状態に切り替える構成である。
Embodiment 5.
A description will be given of embodiment 5. In embodiment 5, in an air conditioning apparatus including the indoor unit 1 shown in embodiments 1 and 2, a configuration is provided for determining whether or not maintenance of the indoor unit 1 is required. Also, in accordance with the determination of whether or not maintenance is required, the indoor unit 1 is switched to a first state or a second state.
[空気調和システム500の構成]
図9は、実施の形態5の空気調和システム500が備える操作パネル装置10の正面図である。また、図10は、実施の形態5の空気調和システム500の構成を示す図である。
操作パネル装置10は、実施の形態1に記載の操作パネル装置10と比較して、操作対象となる室内機の番号(図中「室内機002」)および、2次元コード12が表示される点が異なる。なお、実施の形態5の操作パネル装置10は、前述の異なる点を除いた他の構成は実施の形態1の操作パネル装置10と同じである。2次元コード12は、室内機1の機種などの室内機1の種類を特定する識別情報が示されている。
[Configuration of air conditioning system 500]
Fig. 9 is a front view of an operation panel device 10 provided in an air conditioning system 500 according to the fifth embodiment. Fig. 10 is a diagram showing the configuration of the air conditioning system 500 according to the fifth embodiment.
Operation panel device 10 differs from operation panel device 10 described in embodiment 1 in that it displays the number of the indoor unit to be operated ("indoor unit 002" in the figure) and a two-dimensional code 12. Note that operation panel device 10 of embodiment 5 has the same configuration as operation panel device 10 of embodiment 1 except for the above-mentioned differences. Two-dimensional code 12 indicates identification information that specifies the type of indoor unit 1, such as the model of indoor unit 1.
 操作対象となる室内機1は、操作パネル装置10において、操作部17を操作することにより選択することが可能である。室内に複数の室内機1が設けられている場合、操作パネル装置10において、操作部17を操作することにより、操作をする対象となる室内機1が変更可能であり、選択された室内機の番号と、選択された室内機に対応する2次元コード12とが表示部11に表示される。2次元コード12は、室内機1のメンテナンスの要否を決定する判断部を有するサーバ14により提供されるWEBサイトに接続するための情報を示すコードである。なお、室内機1に対応する2次元コード12は、室内機1の表面に表示されるようにしてもよく、また、紙媒体に印刷して表示し、室内機1またはその周辺に貼り付けられてもよい。 The indoor unit 1 to be operated can be selected by operating the operation section 17 on the operation panel device 10. If multiple indoor units 1 are provided in the room, the indoor unit 1 to be operated can be changed by operating the operation section 17 on the operation panel device 10, and the number of the selected indoor unit and a two-dimensional code 12 corresponding to the selected indoor unit are displayed on the display section 11. The two-dimensional code 12 is a code indicating information for connecting to a website provided by a server 14 having a judgment section that determines whether or not maintenance of the indoor unit 1 is required. The two-dimensional code 12 corresponding to the indoor unit 1 may be displayed on the surface of the indoor unit 1, or may be printed and displayed on paper media and affixed to the indoor unit 1 or its vicinity.
また、操作パネル装置10は外部通信部19を介してサーバ14と無線通信によりデータを通信する。外部通信部19は操作パネル装置10内に配置されていてもよいし、操作パネル装置10と有線接続された別の装置内に配置されていてもよい。
また、外部通信部19はインターネットなどのネットワークを介してサーバ14とデータを通信してもよい。
Furthermore, operation panel device 10 communicates data with server 14 by wireless communication via external communication unit 19. External communication unit 19 may be disposed within operation panel device 10, or may be disposed within another device connected to operation panel device 10 by wire.
Furthermore, the external communication unit 19 may communicate data with the server 14 via a network such as the Internet.
図10を参照して、空気調和システム500は、実施の形態1および実施の形態2に示した空気調和装置100の室内機1と、図9に示した操作パネル装置10と、携帯端末機13と、サーバ14とを含む。携帯端末機13は、カメラにより画像を撮像する撮像機能と、無線通信によりデータを通信する通信機能とを有する。空気調和システム500の管理者などの人は、携帯端末機13を用いて、室内機1と、操作パネル装置10の表示部11に表示された2次元コード12とが撮像され、撮像されたデータをサーバ14に送信することが可能である。 Referring to FIG. 10, the air conditioning system 500 includes the indoor unit 1 of the air conditioning apparatus 100 shown in the first and second embodiments, the operation panel device 10 shown in FIG. 9, a mobile terminal device 13, and a server 14. The mobile terminal device 13 has an imaging function for capturing images with a camera and a communication function for communicating data via wireless communication. A person such as the manager of the air conditioning system 500 can use the mobile terminal device 13 to capture an image of the indoor unit 1 and the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10, and transmit the captured data to the server 14.
図11は、実施の形態2の携帯端末機13およびサーバ14の構成を示すブロック図である。図11を参照して、携帯端末機13は、プロセッサ131、メモリ132、表示部133、撮像部134、および、通信部135を備える。 Figure 11 is a block diagram showing the configuration of the mobile terminal 13 and server 14 of embodiment 2. With reference to Figure 11, the mobile terminal 13 includes a processor 131, a memory 132, a display unit 133, an imaging unit 134, and a communication unit 135.
メモリ132は、ROM(Read Only Memory)およびRAM(Random Access Memory)を含む。プロセッサ131は、ROMに格納されているプログラムをRAM等に展開して実行する。ROMに格納されるプログラムは、携帯端末機13の制御の処理手順が記されたプログラムである。プロセッサ131は、このようなプログラムに従って、携帯端末機13における各種の制御を実行する。 Memory 132 includes ROM (Read Only Memory) and RAM (Random Access Memory). Processor 131 deploys programs stored in ROM into RAM etc. and executes them. The programs stored in ROM are programs that describe the processing procedures for controlling mobile terminal device 13. Processor 131 executes various types of control in mobile terminal device 13 in accordance with such programs.
携帯端末機13は、空気調和システム500の専用の端末機であり、プロセッサ131、メモリ132、表示部133、撮像部134、および、通信部135を含む。表示部133は、タッチパネルによる操作部も兼ねている。なお、携帯端末機13は、汎用の携帯端末機で構成されてもよく、その場合には、専用の端末機で実行されるプログラムをアプリケーションプログラムとしてインストールする必要がある。 The portable terminal 13 is a terminal dedicated to the air conditioning system 500, and includes a processor 131, a memory 132, a display unit 133, an imaging unit 134, and a communication unit 135. The display unit 133 also serves as an operation unit using a touch panel. Note that the portable terminal 13 may be configured as a general-purpose portable terminal, in which case it is necessary to install the program to be executed on the dedicated terminal as an application program.
サーバ14は、プロセッサ141、メモリ142、通信部143、外部記憶部144、および、データ入力部145を含む。メモリ142は、ROMおよびRAMを含む。外部記憶部144は、ハードディスク装置、および、フラッシュメモリなどの不揮発性の外部記憶装置よりなる。プロセッサ141は、ROMに格納されているプログラムをRAM等に展開して実行する。また、プロセッサ141は、外部記憶部144に格納されているプログラムをRAM等に展開して実行する。ROM、および、外部記憶部144に格納されるプログラムは、サーバ14で実行可能な各種の情報処理の処理手順が記されたプログラムである。プロセッサ141は、このようなプログラムに従って、各種の情報処理を実行し、通信部143による情報通信、外部記憶部144からの記憶データの読出し、および、外部記憶部144へのデータの書き込みを行う。 The server 14 includes a processor 141, a memory 142, a communication unit 143, an external storage unit 144, and a data input unit 145. The memory 142 includes a ROM and a RAM. The external storage unit 144 is composed of a hard disk device and a non-volatile external storage device such as a flash memory. The processor 141 loads a program stored in the ROM onto the RAM or the like and executes it. The processor 141 also loads a program stored in the external storage unit 144 onto the RAM or the like and executes it. The programs stored in the ROM and the external storage unit 144 are programs that describe the processing procedures of various information processes that can be executed by the server 14. The processor 141 executes various information processes according to these programs, and performs information communication by the communication unit 143, reads stored data from the external storage unit 144, and writes data to the external storage unit 144.
データ入力部145は、キーボードなどのデータを入力することが可能な装置により構成される。データ入力部145から入力されたデータは、メモリ142のRAMに一時的に記憶され、プロセッサ141が実行するプログラムにおいて使用される場合があり、メモリ142のRAMに一時的に記憶された後、外部記憶部144に記憶される場合もある。 The data input unit 145 is configured with a device capable of inputting data, such as a keyboard. The data input from the data input unit 145 may be temporarily stored in the RAM of the memory 142 and used in a program executed by the processor 141, and may also be temporarily stored in the RAM of the memory 142 and then stored in the external storage unit 144.
携帯端末機13とサーバ14とは、通信部135と通信部143との間で無線通信によるデータ通信が可能であり、たとえば携帯端末機13からサーバ14にデータが送信される。
携帯端末機13とサーバ14はインターネットなどのネットワークを介してデータを通信してもよい。
The portable terminal 13 and the server 14 are capable of data communication via wireless communication between the communication unit 135 and the communication unit 143, and for example, data is transmitted from the portable terminal 13 to the server 14.
The portable terminal 13 and the server 14 may communicate data via a network such as the Internet.
[空気調和システム500で室内機1のメンテナンスの要否を確認する流れ]
次に、空気調和システム500において、室内機1のメンテナンスの要否を確認する場合のシステム内の処理の流れを説明する。図12は、空気調和システム500において室内機1のメンテナンスの要否を確認する場合のシステム内の処理の流れを示すフローチャートである。
[Flow of checking whether maintenance of indoor unit 1 is necessary in air conditioning system 500]
Next, a description will be given of the flow of processing within the system when confirming whether or not maintenance is required for the indoor unit 1 in the air conditioning system 500. Fig. 12 is a flowchart showing the flow of processing within the system when confirming whether or not maintenance is required for the indoor unit 1 in the air conditioning system 500.
空気調和システム500の管理者は、室内機1のメンテナンスの要否を確認したい場合、ステップS1において、操作パネル装置10の操作部17を操作することなどにより、メンテナンスの要否を確認する対象とする室内機1を選択する。ステップS1においては、操作パネル装置10が操作する対象となる室内機1が複数存在する場合には、複数の室内機1のうちから1つの室内機1が選択され、操作パネル装置10が操作する対象となる室内機1が1つである場合には、その1つの室内機1が選択される。 When an administrator of the air conditioning system 500 wants to check whether or not an indoor unit 1 requires maintenance, in step S1, the administrator selects the indoor unit 1 for which maintenance is to be checked, for example by operating the operation section 17 of the operation panel device 10. In step S1, if there are multiple indoor units 1 that are to be operated by the operation panel device 10, one indoor unit 1 is selected from among the multiple indoor units 1, and if there is only one indoor unit 1 that is to be operated by the operation panel device 10, that one indoor unit 1 is selected.
ステップS2において、操作パネル装置10は、ステップS1で選択された室内機1に対応する2次元コード12を表示部11に表示する。管理者は、ステップS3において、携帯端末機13を用いて、撮像部134により、操作パネル装置10の表示部11に表示された2次元コード12を撮像する。 In step S2, the operation panel device 10 displays the two-dimensional code 12 corresponding to the indoor unit 1 selected in step S1 on the display unit 11. In step S3, the administrator uses the mobile terminal device 13 to capture an image of the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10 with the imaging unit 134.
ステップS4において、携帯端末機13は、プロセッサ131が実行する処理に基づいて、ステップS3で撮像した2次元コード12の情報を読み取り、2次元コード12が示すメンテナンス要否決定用のWEBサイトのアドレスにアクセスすることによって、通信部135を介してサーバ14と無線通信により接続する。このようなメンテナンス要否決定用のWEBサイトは、サーバ14におけるプロセッサ141がメンテナンス要否決定用のWEBサイトを提供するための処理を実行することにより提供される。 In step S4, the portable terminal 13 reads the information of the two-dimensional code 12 captured in step S3 based on the processing executed by the processor 131, and connects to the server 14 by wireless communication via the communication unit 135 by accessing the address of the website for determining whether or not maintenance is required, which is indicated by the two-dimensional code 12. Such a website for determining whether or not maintenance is required is provided by the processor 141 in the server 14 executing processing for providing the website for determining whether or not maintenance is required.
操作パネル装置10の表示部11に表示される2次元コード12は、前述のようなメンテナンス要否決定用のWEBサイトにアクセスするための情報である。サーバ14は、室内機1の機種ごとに異なるアドレスのメンテナンス要否決定用のWEBサイトを提供する。これにより、操作パネル装置10の表示部11に表示される2次元コード12の情報は、メンテナンスの要否を確認する対象となる室内機の種類ごとに異なる情報となっている。なお、メンテナンス要否決定用のWEBサイトは、1つの機種別に設けてもよく、構造が類似する複数の機種よりなる機種グループごとに設けてもよい。 The two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10 is information for accessing the website for determining whether or not maintenance is required as described above. The server 14 provides a website for determining whether or not maintenance is required with a different address for each model of indoor unit 1. As a result, the information in the two-dimensional code 12 displayed on the display unit 11 of the operation panel device 10 is different for each type of indoor unit for which the need for maintenance is to be confirmed. Note that a website for determining whether or not maintenance is required may be provided for each model, or may be provided for each model group consisting of multiple models with similar structures.
ステップS5において、管理者は、携帯端末機13の操作部を兼ねる表示部133を操作することにより、メンテナンスの管理をするためにメモリ132に記憶された管理プログラムを起動する。なお、プロセッサ131は、メンテナンス要否決定用のWEBサイトのアドレスにアクセスした場合に、管理プログラムを自動的に起動する処理を実行してもよい。 In step S5, the administrator operates the display unit 133, which also serves as the operation unit of the mobile terminal 13, to start a management program stored in the memory 132 for managing maintenance. Note that the processor 131 may execute a process to automatically start the management program when it accesses the address of a website for determining whether or not maintenance is required.
ステップS6において、室内機1が第一の状態か否かを判断する。
室内機1が第一の状態ではないときは、ステップS7において、室内機1を第一の状態に切り替える。第一の状態に切り替える信号がサーバ14の通信部143から発せられる。第一の状態に切り替える信号は、操作パネル10の外部通信部19を経由して、室内機1の通信部に受信される。室内機1は受信した信号に基づいて透過光量変化装置27を制御し、第一の状態に切り替える。
In step S6, it is determined whether or not the indoor unit 1 is in the first state.
If the indoor unit 1 is not in the first state, in step S7, the indoor unit 1 is switched to the first state. A signal to switch to the first state is issued from the communication unit 143 of the server 14. The signal to switch to the first state is received by the communication unit of the indoor unit 1 via the external communication unit 19 of the operation panel 10. The indoor unit 1 controls the transmitted light amount changing device 27 based on the received signal, and switches to the first state.
ステップS8において、管理者は、携帯端末機13の撮像部134を用いて、ステップS1で選択した室内機1を撮像する。
これにより、室内機1の画像データがメモリ132に記憶される。室内機1は前述のように第一の状態であり、内部が視認しやすい状態であるので、携帯端末機13により撮像された画像では、室内機1の外部および内部の状態が示される。
In step S8, the administrator uses the imaging section 134 of the mobile terminal 13 to capture an image of the indoor unit 1 selected in step S1.
As a result, image data of the indoor unit 1 is stored in the memory 132. As described above, the indoor unit 1 is in the first state, in which the inside is easily visible, and therefore the image captured by the mobile terminal device 13 shows the external and internal states of the indoor unit 1.
このように室内機1を撮像した後、ステップS9において、管理者は、管理プログラムの実行中に携帯端末機13の表示部133で表示される要求にしたがって、携帯端末機13を操作することにより、撮像により得られた画像データなどのメンテナンスの要否の確認のために必要となるデータを、通信部135からサーバ14に向けて送信させる。ステップS9において送信されるデータには、画像データの他に、室内機1の所有者を示すデータ、室内機1の機種名を示すデータ、および、画像の撮像時期を示すデータが含まれる。なお、ステップS9において送信されるデータには、このようなデータの他に、撮像場所の住所などの位置情報を示すデータが含まれる。
 上述したデータの送信の完了後、設定された一定時間後に、室内機1は透過光量変化装置の初期設定された状態、すなわち第一の状態もしくは第二の状態に戻される。
After imaging the indoor unit 1 in this manner, in step S9, the administrator operates the portable terminal 13 in accordance with the request displayed on the display unit 133 of the portable terminal 13 while the management program is running, thereby causing data required for checking whether maintenance is required, such as image data obtained by imaging, to be transmitted from the communication unit 135 to the server 14. In addition to the image data, the data transmitted in step S9 includes data indicating the owner of the indoor unit 1, data indicating the model name of the indoor unit 1, and data indicating the time when the image was captured. In addition to these data, the data transmitted in step S9 also includes data indicating location information, such as the address of the imaging location.
After the completion of the above-mentioned data transmission, and a set fixed time has elapsed, the indoor unit 1 is returned to the initially set state of the transmitted light amount changing device, that is, the first state or the second state.
サーバ14では、携帯端末機13から送信されたデータを通信部143で受信する。ステップS10において、サーバ14におけるプロセッサ141が、室内機1の画像データから室内機1のメンテナンスの要否を推論するための学習済モデルに、携帯端末機13から受信した画像データを入力して、室内機1のメンテナンスの要否を決定する。 In the server 14, the data transmitted from the mobile terminal device 13 is received by the communication unit 143. In step S10, the processor 141 in the server 14 inputs the image data received from the mobile terminal device 13 into a trained model for inferring whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1, and determines whether or not maintenance of the indoor unit 1 is required.
[サーバ14でのメンテナンス要否の決定]
次に、サーバ14において室内機1のメンテナンスの要否を決定する方法を説明する。
[Determination of Necessity of Maintenance on Server 14]
Next, a method for determining in the server 14 whether or not maintenance of the indoor unit 1 is required will be described.
図13は、サーバ14において室内機1のメンテナンスの要否を決定するために用いる構成を示すブロック図である。サーバ14においては、室内機1のメンテナンスの要否を決定するために用いる構成として、学習装置101と、学習済みモデル記憶装置301と、推論装置201とを備える。学習装置101、推論装置201、および、学習済みモデル記憶装置301は、メモリ142または外部記憶部144に記憶されてプロセッサ141で実行されるソフトウェアにより構成される。 Figure 13 is a block diagram showing the configuration used in the server 14 to determine whether maintenance of the indoor unit 1 is required. The server 14 includes a learning device 101, a trained model storage device 301, and an inference device 201 as configurations used to determine whether maintenance of the indoor unit 1 is required. The learning device 101, the inference device 201, and the trained model storage device 301 are configured by software stored in the memory 142 or the external storage unit 144 and executed by the processor 141.
学習装置101は、学習済みモデルを生成して、学習済みモデル記憶装置301に記憶させる。推論装置201は、学習済みモデル記憶装置301に記憶された学習済みモデルを用いて、室内機1のメンテナンスの要否を推論する。 The learning device 101 generates a trained model and stores it in the trained model storage device 301. The inference device 201 uses the trained model stored in the trained model storage device 301 to infer whether or not maintenance of the indoor unit 1 is required.
図14は、学習装置101の構成を表わす図である。学習装置101は、データ取得部102、およびモデル生成部103を備える。学習装置101は、メモリ142または外部記憶部144に記憶されてプロセッサ141で実行されるソフトウェアにより構成される。 Figure 14 is a diagram showing the configuration of the learning device 101. The learning device 101 includes a data acquisition unit 102 and a model generation unit 103. The learning device 101 is configured by software that is stored in the memory 142 or the external storage unit 144 and executed by the processor 141.
データ取得部102は、外部記憶部144に記憶された室内機1の画像データと、メンテナンスの要否(正解)を示すデータとが対応付けられた学習用データを取得する。外部記憶部144には、学習用データとして、予め定められた学習用データが記憶される。学習用データは、室内機1の画像データであって、汚れ度合いなどの衛生状態が異なる複数種類の画像データと、各画像データについてメンテナンスの要否(正解)を示すデータとが対応付けられたデータである。 The data acquisition unit 102 acquires learning data in which image data of the indoor unit 1 stored in the external storage unit 144 is associated with data indicating whether maintenance is required (correct answer). Predetermined learning data is stored in the external storage unit 144 as learning data. The learning data is image data of the indoor unit 1, and is data in which multiple types of image data with different sanitary conditions such as the degree of dirt are associated with data indicating whether maintenance is required (correct answer) for each image data.
学習用データは、予め定められたデータを用いてもよく、携帯端末機13から受信した室内機1の画像データについて、データ入力部145からメンテナンスの要否(正解)を逐次入力することにより追加更新されるデータを用いてもよい。 The learning data may be predetermined data, or may be data that is added and updated by sequentially inputting the need for maintenance (correct answer) from the data input unit 145 for image data of the indoor unit 1 received from the mobile terminal device 13.
モデル生成部103は、データ取得部102が取得した室内機1の画像データと、メンテナンスの要否(正解)とが互いに関連付けられた学習用データに基づいて、室内機1のメンテナンスの要否を推論する学習済みモデルを生成する。 The model generation unit 103 generates a trained model that infers whether or not maintenance of the indoor unit 1 is required based on the learning data in which the image data of the indoor unit 1 acquired by the data acquisition unit 102 and the need for maintenance (correct answer) are associated with each other.
モデル生成部103が用いる学習アルゴリズムとしては、教師あり学習、教師なし学習、または強化学習等の公知のアルゴリズムを用いることができる。一例として、ニューラルネットワークを適用した学習アルゴリズムについて以下に説明する。 The learning algorithm used by the model generation unit 103 can be a known algorithm such as supervised learning, unsupervised learning, or reinforcement learning. As an example, a learning algorithm that applies a neural network is described below.
図15は、ニューラルネットワークの構成を示す図である。モデル生成部103は、例えば、ニューラルネットワークモデルに従って、いわゆる教師あり学習により、室内機1のメンテナンスの要否を学習する。ここで、教師あり学習とは、入力と結果(ラベル)との学習用データの組を学習装置101に与えることによって、それらの学習用データにある特徴を学習し、入力から結果を推論する手法をいう。 Figure 15 is a diagram showing the configuration of a neural network. The model generation unit 103 learns whether or not maintenance of the indoor unit 1 is required, for example, by so-called supervised learning according to a neural network model. Here, supervised learning refers to a method of providing pairs of learning data, consisting of inputs and results (labels), to the learning device 101, learning the characteristics of the learning data, and inferring the results from the inputs.
ニューラルネットワークは、複数のニューロンからなる入力層、複数のニューロンからなる中間層(隠れ層)、及び複数のニューロンからなる出力層によって構成される。中間層は、1層、又は2層以上でもよい。 A neural network is composed of an input layer consisting of multiple neurons, an intermediate layer (hidden layer) consisting of multiple neurons, and an output layer consisting of multiple neurons. The intermediate layer may be one layer, or two or more layers.
例えば、3層のニューラルネットワークであれば、複数の入力が入力層(X1~X3)に入力されると、その値に重みW1(w11~w16)を掛けて中間層(Y1~Y2)に入力され、その結果にさらに重みW2(w21~w26)を掛けて出力層(Z1~Z3)から出力される。この出力結果は、重みW1とW2の値によって変わる。 For example, in a three-layer neural network, when multiple inputs are input to the input layer (X1-X3), the values are multiplied by weight W1 (w11-w16) and input to the intermediate layer (Y1-Y2), and the result is further multiplied by weight W2 (w21-w26) and output from the output layer (Z1-Z3). This output result changes depending on the values of weights W1 and W2.
ニューラルネットワークは、データ取得部102によって取得される学習用データに従って、教師あり学習により、空気調和システム500の携帯端末機13から受信した室内機1の画像データに基づいて室内機1のメンテナンスの要否を推論する学習済みモデルを生成する。 The neural network uses supervised learning in accordance with the learning data acquired by the data acquisition unit 102 to generate a trained model that infers whether or not maintenance of the indoor unit 1 is required based on image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500.
すなわち、ニューラルネットワークは、入力層に室内機1の画像データを入力して出力層から出力された結果が、室内機1のメンテナンスの要否(正解)に近づくように重みW1とW2を調整することで学習する。 In other words, the neural network learns by inputting image data of indoor unit 1 into the input layer and adjusting the weights W1 and W2 so that the result output from the output layer approaches the need for maintenance of indoor unit 1 (the correct answer).
モデル生成部103は、以上のような学習を実行することで学習済みモデルを生成し、出力する。 The model generation unit 103 generates and outputs a trained model by performing the above-mentioned learning.
学習済みモデル記憶装置301は、モデル生成部103から出力された学習済みモデルを記憶する。
[学習装置101の学習手順]
図16は、学習装置101の学習手順を表わすフローチャートである。
The trained model storage device 301 stores the trained model output from the model generation unit 103.
[Learning Procedure of the Learning Device 101]
FIG. 16 is a flowchart showing the learning procedure of the learning device 101.
ステップb1において、データ取得部102は、たとえば、外部記憶部144に記憶された室内機1の画像データと、室内機1のメンテナンスの要否(正解)を示すデータとを取得する。 In step b1, the data acquisition unit 102 acquires, for example, image data of the indoor unit 1 stored in the external storage unit 144 and data indicating whether or not maintenance of the indoor unit 1 is required (correct answer).
ステップb2において、モデル生成部103は、データ取得部102が取得した室内機1の画像データと、メンテナンスの要否(正解)とが互いに関連付けられた学習用データに基づいて、室内機1の画像データから、室内機1のメンテナンスの要否を推論する学習済みモデルを生成する。 In step b2, the model generation unit 103 generates a trained model that infers whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1 based on the learning data in which the image data of the indoor unit 1 acquired by the data acquisition unit 102 and the need for maintenance (correct answer) are associated with each other.
ステップb3において、学習済みモデル記憶装置301は、モデル生成部103が生成した学習済みモデルを記憶する。 In step b3, the trained model storage device 301 stores the trained model generated by the model generation unit 103.
[推論装置201の構成]
図17は、推論装置201の構成を表わす図である。推論装置201は、データ取得部202、および推論部203を備える。推論装置201により推論されたメンテナンスの要否の情報は、判断部600においてメンテナンスの立案をするために用いられる。推論装置201、および、判断部600は、メモリ142または外部記憶部144に記憶されてプロセッサ141に実行されるソフトウェアで構成される。
[Configuration of inference device 201]
17 is a diagram showing the configuration of the inference device 201. The inference device 201 includes a data acquisition unit 202 and an inference unit 203. Information on the necessity of maintenance inferred by the inference device 201 is used to plan maintenance in a determination unit 600. The inference device 201 and the determination unit 600 are configured by software that is stored in the memory 142 or the external storage unit 144 and executed by the processor 141.
データ取得部202は、空気調和システム500の携帯端末機13から受信した室内機1の画像データを取得する。 The data acquisition unit 202 acquires image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500.
推論部203は、学習済みモデル記憶装置301に記憶されている学習済みモデルを利用して、データ取得部202によって取得した空気調和システム500の携帯端末機13から受信した室内機1の画像データから室内機1のメンテナンスの要否を推論する。推論部203は、学習済みモデルにデータ取得部202で取得した室内機1の画像データを入力することによって、室内機1の画像データから推論される室内機1のメンテナンスの要否を示すデータを、判断部600に出力することができる。 The inference unit 203 uses the learned model stored in the learned model storage device 301 to infer whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500 acquired by the data acquisition unit 202. The inference unit 203 can input the image data of the indoor unit 1 acquired by the data acquisition unit 202 to the learned model, and output data indicating whether or not maintenance of the indoor unit 1 is required, which is inferred from the image data of the indoor unit 1, to the judgment unit 600.
[推論装置201の推論手順]
図18は、推論装置201の推論手順および判断部600のメンテナンス立案手順を表わすフローチャートである。
[Inference Procedure of Inference Device 201]
FIG. 18 is a flow chart showing the inference procedure of the inference device 201 and the maintenance planning procedure of the determination unit 600.
ステップc1において、データ取得部202は、空気調和システム500の携帯端末機13から受信した室内機1の画像データを取得する。 In step c1, the data acquisition unit 202 acquires image data of the indoor unit 1 received from the mobile terminal device 13 of the air conditioning system 500.
ステップc2において、推論部203は、学習済みモデル記憶装置301に記憶されている学習済みモデルに、ステップc1で取得した室内機1の画像データを入力する。ステップc3において、推論部203は、ステップc1で取得した室内機1の画像データから室内機1のメンテナンスの要否を、学習済みモデルを利用して推論する。 In step c2, the inference unit 203 inputs the image data of the indoor unit 1 acquired in step c1 into the learned model stored in the learned model storage device 301. In step c3, the inference unit 203 uses the learned model to infer whether or not maintenance of the indoor unit 1 is required from the image data of the indoor unit 1 acquired in step c1.
一例として、ステップc3では、メンテナンスの要否の推論として、フィルタ9の清掃が必要か、フィルタ9の交換が必要か、ドレインパン22の清掃が必要か、パネル(化粧パネル2、フィルタパネル7、側面パネル5)の内部の清掃が必要か、パネル(化粧パネル2、フィルタパネル7、側面パネル5)の交換が必要か、というような、メンテナンスが必要な箇所、および、メンテナンスの作業事項を推論により推定する。そして、メンテナンスが必要な箇所として推定された箇所の汚れ状態に応じて、直ちにメンテナンスが必要か、将来的にどのような時期にメンテナンスが必要か、というようなメンテナンスの時期を推論により推定する。 As an example, in step c3, the need for maintenance is inferred by inferring the areas requiring maintenance and the maintenance work items, such as whether the filter 9 needs to be cleaned, whether the filter 9 needs to be replaced, whether the drain pan 22 needs to be cleaned, whether the inside of the panel (decorative panel 2, filter panel 7, side panel 5) needs to be cleaned, or whether the panel (decorative panel 2, filter panel 7, side panel 5) needs to be replaced. Then, depending on the state of dirt in the areas estimated as requiring maintenance, the timing of maintenance, such as whether maintenance is required immediately or at what time in the future maintenance will be required, is inferred.
ステップc4において、判断部600は、推論部203によるステップc3でのメンテナンスの要否の推論結果に基づいて、直ちにメンテナンスが必要か否かを判定する。 In step c4, the judgment unit 600 judges whether or not immediate maintenance is required based on the inference result of the inference unit 203 in step c3 as to whether or not maintenance is required.
ステップc4で直ちにメンテナンスが必要であると判断されたときは、ステップc5において、判断部600が、メンテナンスが必要であると判断された室内機1を含む空気調和システム500の所在地に、メンテナンスをする作業員を派遣することを決定し、ステップc7に進む。メンテナンスをする作業員を派遣することを決定する場合には、さらに、ステップc3で推定されたメンテナンスの作業事項を、派遣する作業員の作業事項として決定する。
また、メンテナンスが必要であると判断された室内機1を第二の状態に切り替える信号をサーバ14の通信部143から発せられる。第二の状態に切り替える信号は、操作パネル10の外部通信部19を経由して、室内機1の通信部に受信される。室内機1は受信した信号に基づいて透過光量変化装置27を制御し、第二の状態に切り替える。
When it is determined in step c4 that immediate maintenance is required, in step c5 the determination unit 600 decides to dispatch a maintenance worker to the location of the air conditioning system 500 including the indoor unit 1 determined to require maintenance, and proceeds to step c7. When it is decided to dispatch a maintenance worker, the maintenance work items estimated in step c3 are further determined as the work items of the worker to be dispatched.
Furthermore, a signal to switch the indoor unit 1 determined to require maintenance to the second state is issued from the communication unit 143 of the server 14. The signal to switch to the second state is received by the communication unit of the indoor unit 1 via the external communication unit 19 of the operation panel 10. The indoor unit 1 controls the transmitted light amount changing device 27 based on the received signal to switch to the second state.
ステップc4で直ちにメンテナンスが必要ではないと判断されたときは、ステップc6において、判断部600が、将来的なメンテナンスの実施時期を決定し、ステップc7に進む。たとえば、ステップc6においては、ステップc3で推定された将来的にどのような時期にメンテナンスが必要かというように推定されたメンテナンスの時期を、将来的なメンテナンスの実施時期として決定する。 If it is determined in step c4 that immediate maintenance is not required, in step c6, the determination unit 600 determines the timing of future maintenance, and proceeds to step c7. For example, in step c6, the timing of future maintenance, estimated in step c3 as the timing of when maintenance will be required, is determined as the timing of future maintenance.
ステップc7では、判断部600が、ステップc5における決定事項、または、ステップc6における決定事項に基づいて、メンテナンスのスケジュールを立案する。ステップc7では、例えば、ステップc5でメンテナンスをする作業員を派遣することを決定した場合に、決定されたメンテナンスの作業事項に基づいて、何名の作業員を派遣するか、および、どの程度の作業時間を予定するかというようなメンテナンスのスケジュールを立案する。また、ステップc7では、例えば、ステップc6で将来的なメンテナンスの実施時期を決定した場合に、将来的なメンテナンスの実施時期を確保しておいたり、空気調和システム500の所有者に、将来的なメンテナンスの実施時期を通知したりするなど、将来的なメンテナンスの実施時期に応じたメンテナンスのスケジュールを立案する。 In step c7, the judgment unit 600 creates a maintenance schedule based on the decisions made in step c5 or the decisions made in step c6. In step c7, for example, if it is decided in step c5 to dispatch workers to perform maintenance, a maintenance schedule is created based on the determined maintenance work items, such as how many workers to dispatch and how much work time to expect. Also, in step c7, for example, if the timing of future maintenance is decided in step c6, a maintenance schedule is created according to the timing of future maintenance, such as reserving the timing of future maintenance or notifying the owner of the air conditioning system 500 of the timing of future maintenance.
このように立案されたメンテナンスのスケジュールに関する情報は、メンテナンスをする業者に送信される。メンテナンスをする業者は、サーバ14に通信接続することにより、このように立案されたメンテナンスのスケジュールに関する情報を取得するようにしてもよい。このようなメンテナンスをする業者は、このようなメンテナンスのスケジュールに関する情報を確認して、メンテナンスを実行することができる。 Information relating to the maintenance schedule thus planned is transmitted to the maintenance company. The maintenance company may acquire information relating to the maintenance schedule thus planned by communicating with server 14. The maintenance company can confirm information relating to the maintenance schedule and perform the maintenance.
以上に説明した推論装置201の推論手順および判断部600のメンテナンス立案手順においては、携帯端末機13から受信した室内機1の画像データが、室内機1の内部の状態が確認できるような画像データであり、推論部203が、携帯端末機13から受信した室内機1の画像データを学習済みモデルに入力し、室内機1の画像データから室内機1のメンテナンスの要否を、学習済みモデルを利用して推論することにより、室内機1のメンテナンスの要否を決定するので、室内機1の衛生状態を容易に確認することができる。 In the inference procedure of the inference device 201 and the maintenance planning procedure of the judgment unit 600 described above, the image data of the indoor unit 1 received from the mobile terminal device 13 is image data that allows the internal condition of the indoor unit 1 to be confirmed, and the inference unit 203 inputs the image data of the indoor unit 1 received from the mobile terminal device 13 into the learned model, and determines whether or not maintenance is required for the indoor unit 1 by inferring the need for maintenance of the indoor unit 1 from the image data of the indoor unit 1 using the learned model, so that the sanitary condition of the indoor unit 1 can be easily confirmed.
また、実施の形態5では、前述したような効果に加えて、画像データに基づくメンテナンスの要否判断を最適化することができる。実施の形態5では、前述したような効果に加えて、メンテナンスについて、メンテナンスの頻度およびメンテナンスの派遣スケジュール調整を最適化することができる。そして、メンテナンスの頻度およびメンテナンスの派遣スケジュール調整を最適化することにより、無駄なメンテナンスを削減することができ、空気調和システム500の所有者およびメンテナンスをする業者におけるメンテナンスに関するコストの削減をすることができ、メンテナンスをする業者におけるメンテナンスコストの競争力を強化することができる。 Furthermore, in the fifth embodiment, in addition to the effects described above, it is possible to optimize the determination of the need for maintenance based on image data. In the fifth embodiment, in addition to the effects described above, it is possible to optimize the frequency of maintenance and the adjustment of maintenance dispatch schedules. By optimizing the frequency of maintenance and the adjustment of maintenance dispatch schedules, it is possible to reduce unnecessary maintenance, reduce maintenance-related costs for the owner of the air conditioning system 500 and for the maintenance contractor, and strengthen the competitiveness of maintenance costs for the maintenance contractor.
また、室内機1について、第一の状態において内部構造物の状態を視覚により容易に確認できる構造としたことにより得られるその他の効果としては、次のような効果がある。たとえば、室内機1の物理的破損、または、室内機1における構造物の固定位置の変位といった、従来であれば、各種パネル等の外装物を外さなければ確定できなかった故障および不具合を、室内機1を撮像して得られる画像データに基づいて事前に推定できるため、メンテナンスのサービスの項目に「1回訪問時に修理完了」といった修理項目を含めることができる。 Furthermore, other effects obtained by designing the indoor unit 1 so that the state of the internal structure can be easily visually confirmed in the first state include the following effects. For example, malfunctions and defects such as physical damage to the indoor unit 1 or displacement of the fixed positions of the structures in the indoor unit 1, which could previously only be identified by removing exterior objects such as various panels, can now be estimated in advance based on image data obtained by capturing an image of the indoor unit 1, and maintenance service items can include repair items such as "repairs completed in one visit."
また、室内機1の内部が視認しやすい第一の状態と、室内機1の内部が視認しにくい第二の状態を、画像データに基づくメンテナンスの要否判断に応じて切り替えることで、室内機1が設置された外部空間にいる人に不快感を与えることを抑制することができる。例えば、室内機1の内部の汚れの蓄積もしくは部品の故障により、メンテナンスが必要と判断された場合、室内機1を第二の状態に切り替える。これにより、室内機1が設置された外部空間にいる人は室内機1の内部の汚れの蓄積もしくは部品の故障が視認しにくくなるため、不快感を抑制することができる。 Furthermore, by switching between a first state in which the inside of the indoor unit 1 is easy to see and a second state in which the inside of the indoor unit 1 is difficult to see depending on whether maintenance is required based on image data, it is possible to reduce discomfort to people in the outdoor space in which the indoor unit 1 is installed. For example, if it is determined that maintenance is required due to the accumulation of dirt inside the indoor unit 1 or a component failure, the indoor unit 1 is switched to the second state. This makes it difficult for people in the outdoor space in which the indoor unit 1 is installed to see the accumulation of dirt inside the indoor unit 1 or a component failure, thereby reducing discomfort.
また、空気調和システム500を使用することを想定していない第三者が誤って空気調和システム500を使用しないように、たとえば、2次元コード12を表示する操作の前段階であるとき、もしくは、WEBサイトに接続するときなどに、パスワードの入力を求め、パスワード認証により、正しいパスワードが入力された場合に限り、空気調和システム500における室内機1のメンテナンスの要否を決定するための各種の処理が実行されるようにしてもよい。 Furthermore, to prevent a third party who is not intended to use the air conditioning system 500 from mistakenly using the air conditioning system 500, for example, a password may be requested to be entered before the operation to display the two-dimensional code 12 or when connecting to a website, and only if the correct password is entered through password authentication, various processes for determining whether or not maintenance of the indoor unit 1 in the air conditioning system 500 is required may be executed.
変形例.
(1)学習装置101及び推論装置201は、クラウドサーバ上に存在するものであってもよい。
Variant examples.
(1) The learning device 101 and the inference device 201 may exist on a cloud server.
(2)前述の実施の形態5では、モデル生成部103が用いる学習アルゴリズムに教師あり学習を適用した場合について説明したが、これに限られるものではない。学習アルゴリズムについては、教師あり学習以外にも、強化学習、教師なし学習、又は半教師あり学習等を適用することも可能である。 (2) In the above-mentioned embodiment 5, a case where supervised learning is applied to the learning algorithm used by the model generation unit 103 has been described, but this is not limited to this. As for the learning algorithm, in addition to supervised learning, reinforcement learning, unsupervised learning, semi-supervised learning, etc. can also be applied.
(3)モデル生成部103は、複数の空気調和システム500の室内機1の画像データに基づいて作成される学習用データを利用して室内機1のメンテナンスの要否を学習してもよい。モデル生成部103は、同一のエリアで使用される複数の空気調和システム500の室内機1の画像データに基づいて作成される学習用データを利用して室内機1のメンテナンスの要否を学習してもよい。モデル生成部103は、異なるエリアで独立して動作する複数の空気調和システム500の室内機1の画像データに基づいて作成される学習用データを利用して室内機1のメンテナンスの要否を学習してもよい。 (3) The model generation unit 103 may learn whether or not maintenance of the indoor unit 1 is required by using learning data created based on image data of the indoor units 1 of multiple air conditioning systems 500. The model generation unit 103 may learn whether or not maintenance of the indoor unit 1 is required by using learning data created based on image data of the indoor units 1 of multiple air conditioning systems 500 used in the same area. The model generation unit 103 may learn whether or not maintenance of the indoor unit 1 is required by using learning data created based on image data of the indoor units 1 of multiple air conditioning systems 500 operating independently in different areas.
(4)モデル生成部103は、学習用データを取得する空気調和システム500を途中で追加したり、途中で除去したりすることも可能である。さらに、ある空気調和システム500に関してメンテナンスの要否を学習した学習装置101を、これとは別の空気調和システムの学習装置に適用し、そのような別の空気調和システムに関してメンテナンスの要否を再学習して更新するようにしてもよい。 (4) The model generation unit 103 can also add or remove air conditioning systems 500 from which learning data is acquired. Furthermore, the learning device 101 that has learned whether or not maintenance is required for a certain air conditioning system 500 can be applied to a learning device for a different air conditioning system, and the learning device 101 can re-learn and update whether or not maintenance is required for such a different air conditioning system.
(5)モデル生成部103が用いられる学習アルゴリズムとしては、特徴量そのものの抽出を学習する、深層学習を用いることもでき、他の公知の方法、例えば遺伝的プログラミング、機能論理プログラミング、またはサポートベクターマシンなどに従って機械学習を実行してもよい。 (5) The learning algorithm used by the model generation unit 103 may be deep learning, which learns to extract the features themselves, or machine learning may be performed according to other known methods, such as genetic programming, functional logic programming, or support vector machines.
(6)上記の実施の形態では、推論装置201は、学習済みモデルを用いて、データ取得部202が取得した画像データから、メンテナンスの要否を推論するものとしたが、これに限定するものではない。たとえば、推論装置は、ルールベース推論、または事例ベース推論に基づいて、データ取得部が取得した入力データから、メンテナンスの要否を推論するものとしてもよい。 (6) In the above embodiment, the inference device 201 uses a trained model to infer whether or not maintenance is required from the image data acquired by the data acquisition unit 202, but this is not limited to the above. For example, the inference device may infer whether or not maintenance is required from the input data acquired by the data acquisition unit based on rule-based inference or case-based inference.
(7)上記の実施の形態の室内機1は、外装部材として設けられた化粧パネルなどのパネルを空気調和機本体に取り付けるための取付け構造を、パネル取付ネジと、パネル取付ネジを頭部を下側とした状態で保持するネジ係止穴を有するパネル取付部品との2部品構成とし、パネル取付部品に、パネル取付部品自身がパネルから抜け落ちないようにパネルのツメ係止穴に嵌め込まれるツメ部を設けるような構成としてもよい。このことにより、パネルの取付け作業および取り外し作業を効率化できる。
(7) In the indoor unit 1 of the above embodiment, the mounting structure for mounting a panel such as a decorative panel provided as an exterior member to the air conditioner body may be configured as a two-part structure consisting of a panel mounting screw and a panel mounting part having a screw locking hole that holds the panel mounting screw with the head facing down, and the panel mounting part may be configured to have a claw portion that fits into the claw locking hole of the panel to prevent the panel mounting part itself from falling off the panel. This can make panel mounting and removal operations more efficient.
100 空気調和装置、1 室内機、4 吹出口、2 化粧パネル、7 フィルタパネル、
5 側面パネル、22 ドレインパン、23 ファン、21 配管、27 透過光量変化装置、
10 操作パネル装置、11 表示部、13 携帯端末機、14サーバ
100 Air conditioner, 1 Indoor unit, 4 Air outlet, 2 Decorative panel, 7 Filter panel,
5 Side panel, 22 Drain pan, 23 Fan, 21 Pipe, 27 Transmitted light amount change device,
10 Operation panel device, 11 Display unit, 13 Portable terminal device, 14 Server

Claims (16)

  1. 室内機を含む空気調和装置であって、
    前記室内機において空気の吹出口が形成された正面に設けられた第一パネルと、
    前記室内機の正面に設けられ、空気の吸込口が形成された第二パネルと、
    前記室内機の側面に設けられ、前記第一パネルおよび前記第二パネルとともに内部空間を囲う第三パネルとを備え、
    前記内部空間から前記内部空間とは異なる空間である外部空間へ、前記第一パネルと、前記第二パネルと、前記第三パネルのうち、少なくとも1つを透過する光の光量が異なる第一の状態と第二の状態とを切り替える透過光量変化装置とを備え、
    前記第一の状態において前記第一パネルと前記第二パネルと前記第三パネルのうち少なくとも1つを透過する光の光量は、前記第二の状態において前記第一パネルと前記第二パネルと前記第三パネルのうち少なくとも1つを透過する光の光量よりも大きい、
    空気調和装置。
    An air conditioning apparatus including an indoor unit,
    A first panel provided on a front surface of the indoor unit where an air outlet is formed;
    A second panel provided on a front surface of the indoor unit and having an air inlet formed therein;
    a third panel provided on a side surface of the indoor unit and surrounding an internal space together with the first panel and the second panel;
    a light transmission amount change device for switching between a first state and a second state in which the amount of light transmitted through at least one of the first panel, the second panel, and the third panel differs from that of the first state to an external space that is a space different from the internal space;
    an amount of light transmitted through at least one of the first panel, the second panel, and the third panel in the first state is greater than an amount of light transmitted through at least one of the first panel, the second panel, and the third panel in the second state;
    Air conditioning equipment.
  2. 前記室内機は、
    ドレインパンを備え、
    前記ドレインパンが光を透過する部材で形成されている、
    請求項1に記載の空気調和装置。
    The indoor unit includes:
    Equipped with a drain pan,
    The drain pan is formed of a light-transmitting material.
    The air conditioning apparatus according to claim 1.
  3. 前記室内機は、
    ドレインパンと、
    前記ドレインパンの貯留部と対向する位置に鏡を備え、
    前記鏡による前記貯留部の反射した光が前記透過光量変化装置へ透過する、
    請求項1に記載の空気調和装置
    The indoor unit includes:
    Drain pan and
    A mirror is provided at a position facing the storage portion of the drain pan,
    The light reflected from the storage section by the mirror is transmitted to the transmitted light amount change device.
    The air conditioner according to claim 1
  4. 前記室内機は、
    冷媒が流れる配管を備え、
    前記配管が光を透過する部材で形成されている、
    請求項1に記載の空気調和装置。
    The indoor unit includes:
    Equipped with piping through which the refrigerant flows,
    The piping is formed of a light-transmitting material.
    The air conditioning apparatus according to claim 1.
  5. 前記室内機は、
    ファンを備え、
    前記ファンが光を透過する部材で形成されている、
    請求項1に記載の空気調和装置。
    The indoor unit includes:
    Equipped with a fan,
    The fan is formed of a light-transmitting material.
    The air conditioning apparatus according to claim 1.
  6. 前記透過光量変化装置は、
    前記内部空間に光源を備え、
    前記第一パネルと、前記第二パネルと、前記第三パネルのうち、少なくとも1つがハーフミラー材で形成され、
    前記第一の状態における前記光源から発せられる光量は第二の状態における前記光源から発せられる光量よりも大きい、
    請求項1から請求項5のいずれか一項に記載の空気調和装置
    The transmitted light amount changing device is
    A light source is provided in the internal space,
    At least one of the first panel, the second panel, and the third panel is formed of a half mirror material,
    the amount of light emitted from the light source in the first state is greater than the amount of light emitted from the light source in the second state;
    The air conditioner according to any one of claims 1 to 5.
  7. 前記透過光量変化装置は、
    前記第一パネルと、前記第二パネルと、前記第三パネルのうち、少なくとも1つが光を透過する部材に電圧が印加された場合の透過率は電圧が印加されていない場合の透過率よりも大きくなる液晶調光フィルムを貼り付けて構成され、
    前記第一の状態では前記液晶調光フィルムに電圧が印加され、前記第二の状態では前記液晶フィルムに電圧が印加されない、
    請求項1から請求項5のいずれか一項に記載の空気調和装置
    The transmitted light amount changing device is
    At least one of the first panel, the second panel, and the third panel is configured by attaching a liquid crystal light control film to a light-transmitting member, the transmittance of which is greater when a voltage is applied to the light-transmitting member than when no voltage is applied to the light-transmitting member,
    In the first state, a voltage is applied to the liquid crystal light control film, and in the second state, no voltage is applied to the liquid crystal film.
    The air conditioner according to any one of claims 1 to 5.
  8. 前記室内機は、
    ユーザーの操作を受け付ける操作部より送信されたユーザーの操作に関する情報を含む信号を受信する通信部を備え、
    前記通信部で受信した信号にユーザーが前記透過光量変化装置の第一の状態と第二の状態を切り替える操作を行った情報が含まれる場合、前記透過光量変化装置は第一の状態と第二の状態を切り替える、
    請求項1から請求項5のいずれか一項に記載の空気調和装置
    The indoor unit includes:
    a communication unit that receives a signal including information about a user's operation transmitted from an operation unit that accepts a user's operation,
    When the signal received by the communication unit includes information that a user has performed an operation to switch the transmitted light amount changing device between a first state and a second state, the transmitted light amount changing device switches between the first state and the second state.
    The air conditioner according to any one of claims 1 to 5.
  9. 請求項1から7のいずれか一項に記載の特徴を持つ前記室内機を含む前記空気調和装置と、
    前記室内機のメンテナンスに関する情報が入力され、入力された情報に基づき、前記室内機のメンテナンスの要否を判断する判断部とを備え、
    前記判断部の判断に基づいて前記透過光量変化装置は第一の状態と第二の状態を切り替える、
    空気調和システム
    The air conditioner including the indoor unit having the features according to any one of claims 1 to 7;
    a determination unit to which information regarding maintenance of the indoor unit is input and which determines whether or not maintenance of the indoor unit is required based on the input information,
    the transmitted light amount changing device switches between a first state and a second state based on the determination of the determination unit;
    Air Conditioning System
  10. 前記室内機のメンテナンスに関する情報は、前記室内機の内部を撮像した画像データである、
    請求項9に記載の空気調和システム
    The information regarding the maintenance of the indoor unit is image data obtained by capturing an image of the inside of the indoor unit.
    The air conditioning system according to claim 9 .
  11. 前記判断部は、前記画像データから前記室内機のメンテナンスの要否を推論するための学習済モデルに、前記室内機から受信した前記画像データを入力して、前記室内機のメンテナンスの要否を決定する、
    請求項10に記載の空気調和システム
    The determination unit inputs the image data received from the indoor unit into a learned model for inferring whether or not maintenance of the indoor unit is required from the image data, and determines whether or not maintenance of the indoor unit is required.
    The air conditioning system according to claim 10
  12. 前記室内機に対応する識別情報を表示する表示装置と、
    前記識別情報を取得するとともに、前記画像データを前記室内機の外部から撮像し、送信する端末機とを備え、
    前記端末機が前記室内機の外部から撮像するときに、前記透過光量変化装置は第一の状態に切り替え、
    前記端末機は取得した前記識別情報に基づいて、撮像により得られた前記画像データを前記判断部に送信する、
    請求項11に記載の空気調和システム
    a display device that displays identification information corresponding to the indoor unit;
    a terminal device that acquires the identification information, captures an image of the indoor unit from outside, and transmits the image data;
    When the terminal unit captures an image from outside the indoor unit, the transmitted light amount changing device is switched to a first state;
    The terminal transmits the image data obtained by imaging to the determination unit based on the acquired identification information.
    The air conditioning system according to claim 11 .
  13. 前記判断部は、前記室内機のメンテナンスの推論において、メンテナンスが必要となる箇所を推定する、
    請求項11もしくは12に記載の空気調和システム
    The determination unit estimates a location requiring maintenance in inferring maintenance of the indoor unit.
    The air conditioning system according to claim 11 or 12.
  14. 前記判断部は、前記室内機のメンテナンスの要否の推論において、推定したメンテナンスの箇所に基づいて、メンテナンスが必要となる時期をさらに推定し、推定したメンテナンスの時期に応じて、メンテナンスの要否を決定する、
    請求項13に記載の空気調和システム。
    The determination unit, in inferring whether or not maintenance of the indoor unit is necessary, further estimates a time when maintenance will be necessary based on the estimated location of maintenance, and determines whether or not maintenance is necessary according to the estimated time of maintenance.
    14. The air conditioning system of claim 13.
  15. 前記判断部は、前記室内機のメンテナンスが必要であると決定した場合に、
    前記透過光量変化装置は第二の状態に切り替え、
    前記室内機の汚れ状態に応じて、前記室内機のメンテナンスの作業事項を決定する、
    請求項14に記載の空気調和システム。
    When the determination unit determines that maintenance of the indoor unit is necessary,
    said light transmission amount changing device being switched to a second state;
    determining maintenance work items for the indoor unit according to the state of dirt in the indoor unit;
    15. The air conditioning system of claim 14.
  16. 前記判断部は、前記室内機のメンテナンスが不要であると決定した場合に、推定した前記メンテナンスの時期に基づいて、前記室内機において必要となる将来のメンテナンスの時期を決定する、請求項14に記載の空気調和システム。 The air conditioning system of claim 14, wherein the determination unit, when it determines that maintenance of the indoor unit is not required, determines the future timing of maintenance required for the indoor unit based on the estimated timing of the maintenance.
PCT/JP2022/038785 2022-10-18 2022-10-18 Air-conditioning device and air-conditioning system WO2024084586A1 (en)

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JP2000320855A (en) * 1999-05-07 2000-11-24 Sharp Corp Blower and/or air conditioner and air cleaner with blower
JP2005273995A (en) * 2004-03-24 2005-10-06 Mitsubishi Electric Corp Refrigerating air conditioning system
JP2009127983A (en) * 2007-11-27 2009-06-11 Mitsubishi Heavy Ind Ltd Air conditioning indoor unit
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WO2018042495A1 (en) * 2016-08-29 2018-03-08 三菱電機株式会社 Refrigeration cycle apparatus
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JP2020139666A (en) * 2019-02-27 2020-09-03 ダイキン工業株式会社 Air conditioner
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JP2020139665A (en) * 2019-02-27 2020-09-03 ダイキン工業株式会社 Dirt prediction system

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JPH10220802A (en) * 1997-02-04 1998-08-21 Matsushita Refrig Co Ltd Air conditioner
JP2000320855A (en) * 1999-05-07 2000-11-24 Sharp Corp Blower and/or air conditioner and air cleaner with blower
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