JP2014070865A - Air-conditioning management system - Google Patents

Abstract

PROBLEM TO BE SOLVED: To provide an air-conditioning management system that provides air-conditioning control based on declaration of individual warm and cold feeling, where a result of the air-conditioning control satisfies a large number of people.SOLUTION: An air-conditioning management system 100 for performing air-conditioning management for a dwelling space by performing individual control of an air conditioner unit 2 installed at every dwelling space comprises: an individual terminal 1 for generating air-conditioning individual information including individual warm and cold feeling data expressing individual warm and cold feeling on the basis of an input; an input part 3a for receiving the air-conditioning individual information; an evaluation part 4a for performing statistic evaluation of individual warm and cold feeling data of every dwelling space on the basis of the air-conditioned individual information; an air-conditioning control management part 4b for generating a control command with respect to each of the air-conditioning units 2 in reference to a result of the statistic evaluation; a data output part 4c for outputting data for visualizing the result of the statistic evaluation; and a data visualization part 3b for generating visualized data in which data is visualized and transmitting the visualized data in response to a request from the individual terminal.

Description

  The present invention relates to an air conditioning management system that performs air conditioning management of the living space by individually controlling an air conditioning unit installed for each of a plurality of living sections constituting the living space.

Technology has been known for a long time to control an appropriate air conditioner according to the air conditioning load for each unit space by virtually dividing the living space into multiple unit spaces and performing air conditioning control and lighting control for each unit space. However, in such air conditioning management, human comfort existing in the living room space is not taken into consideration. A facility (air conditioning) control system that solves this problem has also been proposed (see, for example, Patent Document 1). This equipment control system controls equipment that can have different operation settings for each of a plurality of unit spaces constituting a living space. To that end, a transmitter, a receiver capable of receiving a signal from the transmitter when the transmitter is present in the living space, and a preference regarding the operation setting of a resident carrying the transmitter are shown. There are provided preference information as information, information deriving means derived based on the resident, and equipment control means for controlling the equipment based on the preference information and position information. Here, the preference information includes air conditioning set temperature preferred by the resident, set humidity, wind direction, air volume, air cleanliness level, carbon dioxide concentration, and the like. The facility control means considers the total number of people existing in the predetermined unit space, and has a preference for the operation setting of the person existing in the predetermined unit space from the range of the predetermined operation setting. It has a function to select a near operation setting. Thereby, since equipment equipment can be controlled according to a resident's preference for every unit space, the comfort of the person who exists in living room space can be improved.
However, even such an equipment control system does not use the resident's real-time preference information, so it is difficult to satisfy the individual thermal sensation.

In order to satisfy the thermal sensation of individual users of air conditioners, an air conditioning control that can perform an environmental evaluation closer to the actual sense of the user and ensure an energy saving effect has been proposed (for example, patents) Reference 2). In this air conditioning control, each user's report on the thermal environment (air conditioning report), that is, the user's thermal feeling and comfort are evaluated (environmental evaluation) based on input data such as “hot” and “cold”. The air conditioner is controlled based on the evaluation result. An air conditioning system that realizes such air conditioning control adopts an Internet server system, and an air conditioning declaration input means for a building user to input an air conditioning declaration, an environmental measurement means that measures an environmental state such as room temperature as a numerical value, Equipment state acquisition means for acquiring the equipment state in the building. In addition, the air conditioning control unit analyzes the air conditioning declaration from the input air conditioning declaration and the environmental measurement value, constructs an environmental evaluation model, and formulates control contents for determining the control content of the air conditioner from the environmental evaluation model and the equipment state. Air conditioner control execution means for sending control commands to the air conditioner and executing the control contents, air conditioning control contents and environmental evaluation values by the control contents planning means, air condition control values and environmental conditions by the environmental measurement means, etc. And an operational status display means for displaying the operational status.
However, even in such a large-scale system, each user only declares the feeling of “hot” or “cold” with the air conditioning (thermal feeling) declaration. Some people are satisfied with the driving results (environmental conditions), and some are not satisfied. For example, if an individual declares that it is “hot” but the operating condition of the air conditioner has not changed or the target temperature of the air conditioner has been raised, the individual will use this system itself. You will lose trust.

  In order to create an environmental state that is faithful to the thermal sensation declaration declared for each individual, it is necessary to prepare dedicated personal air-conditioning means for each individual (for example, see Patent Document 3). Such an air conditioning system has an excessive burden on facilities and costs.

JP 2007-107871 A (FIG. 1) JP 2007-255835 A (FIGS. 1 and 7) Japanese Patent Laying-Open No. 2009-024906 (FIG. 3)

  In view of the above circumstances, while implementing air conditioning control based on each individual's thermal sensation declaration, many people can be convinced without using equipment such as personal air-conditioning means that requires equipment and cost. There is a need for an air conditioning management system that can be used.

  In the air-conditioning management system according to the present invention, which controls the air-conditioning of the living space by individually controlling an air-conditioning unit installed in each of the plurality of living spaces constituting the living space, an individual input existing in the living space is input. A personal terminal for generating air conditioning personal information including personal thermal sensation data representing personal thermal sensation based on the above, an input unit for receiving the air conditioning personal information sent from the personal terminal, and each personal terminal An evaluation unit that performs a statistical evaluation of the personal thermal sensation data for each residential section based on the air conditioning personal information from the air conditioning unit, and a control command for each air conditioning unit with reference to a statistical evaluation result by the evaluation unit An air conditioning control management unit to generate, a data output unit for outputting data for visualizing a statistical evaluation result by the evaluation unit, and visible data that visualizes the data to generate the individual data And a data visualization unit that transmits visual data is provided by the request from the terminal.

  According to this system, each resident who is affected by the air conditioning unit in each residential area can declare the effectiveness of the air conditioning felt by himself / herself as personal thermal sensation data. This personal thermal sensation data is aggregated through the communication network, and the control command for each air conditioning unit is generated with reference to the statistically evaluated result, that is, the statistical evaluation result as a parameter. Is controlled. Furthermore, in this invention, the visualization data which visualized this statistical evaluation result are produced | generated, and this visualization data is transmitted to a personal terminal as air-conditioning management information. As a result, each person can statistically know the thermal sensation regarding the air conditioning of the people in the residential area including himself. In this way, understanding the difference between the thermal sensation of oneself and the thermal sensation of another person increases the sense of satisfaction with the current operating status of the air conditioning unit. Such a persuasive feeling of each person contributes to raising interest and knowledge about energy saving.

  When evaluating each person's thermal sensation report, it is necessary to introduce the positional relationship between the air conditioning unit and each person as an evaluation parameter for more appropriate air conditioning control. For this reason, it is good if the position of the personal terminal is fixed, but if each person's personal terminal is a portable device such as a laptop computer, tablet computer, or smartphone, and each person's living position is not constant, The position of the personal terminal must be given to the management side. Therefore, in one preferred embodiment of the present invention, the air-conditioning personal information includes position data from which the position of the personal terminal can be derived, and the evaluation section is configured to store the living compartment of the personal thermal sensation. Distribution evaluation is also performed. Since many portable devices are equipped with a GPS module, such position data can be easily obtained by using the GPS module.

  Furthermore, since the thermal sensation for air conditioning is large due to gender differences and age differences, it is preferable to consider gender and age in the statistical evaluation of thermal sensation referenced for air conditioning temperature control. For this reason, in one preferred embodiment of the present invention, the air-conditioning personal information includes personal identification data from which the individual's sex and / or age can be derived. Evaluation by age or both is performed.

  In the thermal sensation report, if the input operation becomes troublesome, there is a problem that the report is not made much. Therefore, a simple input operation on a simple input screen is important for the input interface of the thermal sensation report. Thus, in one preferred embodiment of the present invention, the personal thermal sensation data includes thermal sensations selected from thermal sensations divided into a plurality of stages, and statistical evaluation is performed. As described above, the thermal sensation ratio in the residential area is calculated. As a result, a graphical input screen that can report the thermal sensation with just a click operation can be employed as the input interface for the thermal sensation declaration.

  The air conditioning management information that can be viewed on each person's personal terminal as feedback on the air conditioning management side for the thermal sensation report must convince each person of the actual air conditioning control. For this reason, it is convenient that, for example, a message or a graphic representing the room temperature for each living section and the control command is included in addition to the visualization of the statistical evaluation result. As a result, not only the thermal feeling of surrounding people can be known, but also the trend of control of the air conditioning unit as a result can be confirmed while looking at the actual indoor temperature, and the sense of satisfaction is enhanced.

  As described above, the thermal sensation of air conditioning varies depending on the time of day, the daily condition of each person, and the feeling of the season. In order for each person to confirm this later, the difference in thermal sensation of each person over time is also evaluated, and necessary data is collected over time so that the evaluation can be used for air conditioning control. It is also preferable to record them. Therefore, in a preferred embodiment of the present invention, a thermal sensation recording unit that records the personal thermal sensation data over time, and an evaluation result recording unit that records the statistical evaluation results over time. And a control command recording unit for recording the control command over time.

It is a functional block diagram explaining the basic composition of the air-conditioning management system by the present invention. It is an information block diagram explaining the flow of the basic information in the air-conditioning management system by this invention. It is a screen figure which shows the thermal sense report form which is an example of a thermal sense input screen. It is a screen figure which shows the report result display screen which is an example of air-conditioning management information.

  First, the basic configuration of the air conditioning management system according to the present invention will be described with reference to FIGS. 1 and 2. This air conditioning system performs air conditioning management of a living space by individually controlling the air conditioning unit 2 installed for each of a plurality of living sections constituting the living space. The air conditioning unit 2 is usually divided into an indoor unit and an outdoor unit, but here, an indoor unit having a blow-out port for blowing conditioned air to the living section is represented by the air conditioning unit 2 without showing the outdoor unit. ing. The air conditioning capability of the air conditioning unit 2 is controlled by the air conditioning controller 20. In other words, the air conditioning controller 20 gives a control signal to one or more air conditioning units 2 arranged in each living section, thereby adjusting the temperature and humidity of each living section. Note that the types of the air conditioning unit 2 and the air conditioning controller 20 are not particularly limited in the present invention.

  The living space here is a space where people exist on a daily basis such as an office building, and a space obtained by dividing this living space by department or company is called a living section. Since the air conditioning unit 2 that can be individually controlled is assigned to each living section, each living section can be set to a different air conditioning state. Each living space may be partitioned by a partition, a wall, a hallway, or the like, or may not be partitioned at all. Further, the entire building may be regarded as a living space, and each floor may be regarded as a living section.

  Assume that this living space is an office building, and each person who is present is assigned a personal terminal 1 which is a computer. Each person inputs the air-conditioning state of his / her living area that he / she feels at an appropriate time interval to the personal terminal 1 as a personal thermal feeling (hot, cold, steamy, etc.). The personal thermal sensation input to the personal terminal 1 is converted into personal thermal sensation data, and further, a terminal ID that identifies the personal terminal 1 or a personal ID that identifies each person, and a LAN as necessary for air conditioning personal information. In the case, it is transmitted to the air conditioning management center using the WAN.

  In the air conditioning management center, an air conditioning management system 100 that is substantially a computer system is constructed. The air conditioning management system 100 includes an input / output server 3, an application server 4, and a database server 5 that exchange data via a data communication line such as a LAN or a WAN.

  The input / output server 3 includes an input unit 3a and a data visualization unit 3b. The input unit 3a receives the air conditioning personal information sent from each personal terminal 1, and transfers it to the application server 4 that performs data processing for air conditioning management. The data visualization unit 3 b transmits visualization data related to the air conditioning management information to the personal terminal 1 based on the browsing request sent from the personal terminal 1 that has accessed the input / output server 3.

  The application server 4 includes an evaluation unit 4a, an air conditioning control management unit 4b, and a data output unit 4c. The evaluation unit 4a aggregates the air-conditioning personal information obtained from the personal terminal 1 for each residential section, and performs a statistical evaluation of the personal thermal sensation data for each residential section. The statistical evaluation includes the distribution of individual thermal sensations evaluated in stages, for each residential section, etc., but the distribution by gender, distribution by age, etc. may be further evaluated. Through such an evaluation result, each person can grasp the variation in personal thermal sensation in the same residential area considered to be under substantially the same air conditioning environment. Even in the same building, that is, in the same living space, the air conditioning temperature and humidity set for each residential area may be slightly different due to differences in the consciousness of each person regarding air conditioning. Therefore, if the distribution of the personal thermal sensation along with the temperature and humidity of each residential area can be listed, it is possible to grasp the differences in personal thermal sensation and energy conservation awareness with other residential areas. It becomes possible.

  The air conditioning control management unit 4 b generates a control command for each air conditioning unit 2 based on a preset control algorithm based on the air conditioning personal information from each personal terminal 1. Here, the air-conditioning control management unit 4b gives a control command to the air-conditioning controller 20, so that the air-conditioning controller 20 sets the target temperature (room temperature) and humidity of the living section to the temperature of the blown air-conditioning air of each air-conditioning unit 2; A control signal for controlling the wind speed, the wind direction and the like is given to each air conditioning unit 2.

The data visualization unit 3b generates visualization data that visualizes the statistical evaluation result by the evaluation unit 4a. The visualization data of the statistical evaluation result is typically a chart in which the statistical evaluation result is graphed. When such a chart for each residential area is displayed on the screen of each person's personal terminal 1, each person is not only in the residential area to which he / she belongs but also in the personal thermal sensation in other residential areas. Can understand the difference.
By grasping the personal thermal sensation of each person, the statistical evaluation result, and the change over time of the operation status of the air conditioning unit 2, further appropriate air conditioning control such as speculative control becomes possible. In addition, knowing such changes over time increases the persuasive feeling of each person's air conditioning control. For this reason, the database server 5 that cooperates with the application server 4 generates a thermal sensation recording unit 51 that records personal thermal sensation data input by each person through the personal terminal 1 over time and an evaluation unit 4a. An evaluation result recording unit 52 that records the statistical evaluation results obtained over time and a control command recording unit 53 that records the operation of the air conditioning unit 2 determined by the air conditioning control management unit 4b over time are included. Information to be notified to each person by transmitting to the personal terminal 1 includes the current temperature and humidity of the living section. For this reason, although only schematically shown, the air conditioning management system 100 receives measurement data from a measuring instrument that measures the temperature and humidity of the residential area. The input measurement data of temperature and humidity is used by the evaluation unit 4 a and is recorded over time in the database server 5, for example, the evaluation result recording unit 52 and the control command recording unit 53. In addition, when the air-conditioning unit 2 is equipped with the temperature sensor and the measurement data are input into the evaluation part 4a, it can be utilized.

  Next, the above-described air conditioning management system 100 will be described more specifically. In one preferred embodiment, the input / output server 3 is constructed as a Web server. The Web server 3 transmits / receives data to / from a Web browser installed in the personal terminal 1 using a communication protocol called HTTP (HyperText Transfer Protocol). Documents written in HTML (HyperText Markup Language), XML (Extensible Markup Language), etc. are used to send and receive data to and from each other, but these documents include images, sounds, and programs that do some processing Can be made.

  Therefore, when each person inputs his / her thermal sensation into the personal terminal 1, a graphical screen as shown in FIG. 3 is sent from the Web server 3 as an input screen. This input screen is a thermal sensation declaration form 10 in which an individual identification column 11, a residential area identification column 12, a personal thermal sensation declaration column 13, and a guidance column 14 are arranged. The personal identification column 11 includes a name code input unit 11a and a gender selection unit 11b. In a case where the user of the personal terminal 1 is determined in advance, the name code and gender of the user are set as default values in advance. Here, the residential area specifying column 12 includes a floor number input unit 12a for inputting the number of floors on which the residential area is formed and a reporting area input unit 12b for specifying the residential area on the floor. In these input units, in the case where the installation position of the personal terminal 1 is determined in advance, the floor number and the reporting area are set in advance as default values. In the case where the personal terminal 1 and the user are in a 1: 1 correspondence in principle, the user profile, the age, the user's name, You may make it transmit gender.

  The personal thermal sensation declaration column 13 is a column for reporting the individual thermal sensation of each person. Here, the thermal sensation is “cold”, “slightly cold”, “suitable temperature”, “slightly hot”. , “Hot”, and is configured so that each person chooses one of them.

  In the guidance column 14, various types of notification information related to air conditioning management are displayed. In the example of FIG. 3, since the floor diagram of the floor (or default) input to the floor input unit 12a is displayed, each person is present by looking at this floor diagram when inputting the declaration area input unit 12b. You can check where you are seated. The guidance column 14 further shows a pie chart showing the current report results of the personal thermal sensation of people in the same living area. This pie chart is colored in the colors assigned to the thermal sensation divided into five levels in the personal thermal sensation declaration column 13, so the personal thermal sensation in the residential area to which each person belongs is shown. The distribution can be grasped at a glance from this pie chart.

  When the personal thermal sensation to be declared is selected in the personal thermal sensation declaration column 13 and the “Report” button is clicked, the Web browser generates air conditioning personal information including the personal thermal sensation data. To the Web server 3. The air-conditioning personal information includes data (hereinafter referred to as a personal ID) for identifying an individual obtained by input to the personal identification field 11 and the residential area identification field 12, and data for identifying a residential area (hereinafter referred to as a residential area ID). Proof). However, if the individual or residence section can be specified on the Web server 3 side from the IP address of the personal terminal 1 or the like, there is no need to include the individual ID or residence section ID in the air conditioning personal information, and the IP address on the Web server 3 side. The personal ID and residential area ID drawn from the above are linked to the personal thermal sensation data. When the “Close” button is clicked, the personal thermal sensation reporting process is stopped, and the thermal sensation reporting form 10 screen disappears.

  The Web server 3 reads the personal thermal sensation data from the received air-conditioning personal information sent from each person and transfers it to the evaluation unit 4a together with the personal ID and the residential area ID for statistical evaluation. The statistical evaluation result by the evaluation unit 4a is sent to the air conditioning control management unit 4b on the one hand to generate a control command to the air conditioning controller 20, and on the other hand as information feedback to each person who has made a thermal sensation report. After being sent to the data output unit 4c for generation of the visualization data, it is sent to the data visualization unit 3b.

The control command sent to the air conditioning controller 20 to adjust the air conditioning by the air conditioning unit 2 is generated by the air conditioning control management unit 4b with reference to the statistical evaluation result obtained by the evaluation unit 4a. The principle will be described below.
Here, it is assumed that the personal thermal sensation data of each person reported from n persons living in a certain residential area is represented by X [x1, x2, x3, x4]. For example, x1 is a value indicating thermal sensation, x2 is gender, x3 is gender, and x4 is the position of each person. Since x2 to x4 are personal attribute information, weighting of the thermal sensation value: x1 can be performed using this attribute information. In other words, each person's personal thermal sensation value: X,
X = x1 * (W (x2, x3, x4)), W is a weight derivation function,
Calculate with
A statistical evaluation value: S is obtained by the following equation using a statistical evaluation function: Γ using the thus calculated X of n persons as a parameter.
S = Γ (X1,... Xn)
Further, a control command C is derived from the obtained statistical evaluation value S.
C = G (S, T), T is room temperature.
In the calculation described above, the processing of the evaluation unit 4a and the air conditioning control management unit 4b is simplified by using a preset lookup table and rule expression.
The air conditioning control algorithm based on a more practical thermal sensation report that can be executed by the air conditioning control management unit 4b is well known, and a description thereof is omitted. For example, see Japanese Patent No. 3214317. can do.

  The visualization data generated by the data output unit 4c is converted into an HTML document or XML document by the data visualization unit 3b of the Web server 3 and sent to the personal terminal 1 as air conditioning management information. In this case, an example of air conditioning management information displayed by the Web browser of the personal terminal 1 is shown in FIG.

  In the report result display screen, which is an example of the display screen of air conditioning management information shown in FIG. 4, a floor selection area 8a for selecting a floor composed of a plurality of living sections, and a list of air conditioning management information in each living section are displayed. The air conditioning management information list area 8b and a guidance display area 8c for displaying a guide message and the like are arranged.

  The air conditioning management information list area 8b includes the number of air conditioning management information display frames 80 for each residential area divided according to each residential area. In the air-conditioning management information display frame 80, the name of the residential area (indicated as A zone, B zone,...), The indoor temperature column 81 for displaying the indoor temperature, and the personal information of people in the same residential area A report result display field 82 for displaying a pie chart showing the current report result of the thermal sensation, and a gender number field 83 of people in the same living area are arranged. Furthermore, it is displayed in the air-conditioning unit operation status display column 84 that displays the current operation status of the air-conditioning unit 2 corresponding to the control command for the air-conditioning unit 2 that affects the living area. A breakdown of the pie chart displayed in the report result display field 82 is displayed in the guidance display area 8c. With this pie chart, it is possible to grasp the thermal sensation ratio of people in each residential area.

  The air conditioning management information list area 8b may be configured to selectively display a screen for displaying each person's past thermal sensation report together with the room temperature at the time of the declaration. Thereby, it is possible to understand how each person has a feeling of cooling with respect to the air conditioning by time zone or by day. Furthermore, if the pie chart of the residential area to which each person belongs is displayed at the same time, the difference in thermal sensation between himself and others can be grasped, and the satisfaction of air conditioning control is further enhanced.

  In the illustrated example, the number of people by gender is displayed, but the number of people by age may be displayed. In addition, considering that the thermal sensation for air conditioning is also affected by the positional relationship of each person with respect to the air conditioning unit 2, the thermal sensation of each person can be identified in the diagram showing the positional relationship between the air conditioning unit 2 and each person. You may employ | adopt the chart which displays a mark. With this chart, it is possible to understand the positional relationship between the air conditioning unit 2 and the thermal sensation, and to take measures such as changing seats.

  As the air conditioning management information display screen, guidance information that could not be displayed on the report result display screen may be displayed by tab switching or the like. As such guidance information, for example, an external current temperature, a predicted temperature in the future, a weather forecast, and a precipitation probability may be displayed. Moreover, when the blind opening advice or the ventilation window or the ventilation opening is installed, the opening advice may be displayed to promote the energy saving action.

  As mentioned above, it is convenient that the control timing of air conditioning control based on personal thermal sensation declaration can be set arbitrarily, but in general, reports are aggregated at intervals of about 30 minutes to set target for air conditioning control Is done. Of course, it is preferable that the total interval and the control interval of the air conditioning control can be arbitrarily set.

  The air conditioning control based on the above-mentioned thermal sensation declaration results in a sense of satisfaction for people staying in the building and increases energy conservation awareness. For example, relatively high room temperature is accepted even in midsummer. . However, it is often the case that such a room temperature is unacceptable for those who have returned from outside the hot sun. To avoid this problem, before entering each migrating area, an environmentally-friendly area is provided separately from the migrating area in order to quickly remove the heat received outside. This is convenient. In other words, by reducing the metabolic rate of the person returning from the outside once in this environmentally-adapted section (room) and then entering the migrating section, it is avoided that the air conditioning temperature of the moving section, that is, the air conditioning temperature of the entire office is lowered. The At that time, it is configured so that a person who is temporarily waiting in the environmentally-adapted section can make a thermal sensation report and confirm the thermal sensation of the person staying in the building through some personal terminal 1 May be. Of course, this environmentally compatible compartment will function as a cooling room in the hot season and as a warming room in the cold season.

  It is also preferable to achieve comprehensive energy saving by adding another environmental system to the system that uses the above-described report based on the personal feeling for energy saving air conditioning control. Such additional systems include, for example, lighting systems.

[Another embodiment]
(1) In the above-described embodiment, the personal terminal 1 is assumed to be a desktop personal computer or a notebook personal computer that is not moved from a desk fixed in a residential area. However, a device that can be carried by each person such as a node-type personal computer, a tablet-type personal computer, or a smartphone that moves in the residential area may be adopted as the personal terminal 1. In such a configuration, it is convenient that the personal terminal 1 has a positioning function such as a GPS function, and the positioning data is transmitted linked to the personal thermal sensation data. Thereby, since personal thermal sensation data according to the position of the living section is obtained, more appropriate air conditioning control is possible. It is also convenient when the air conditioning management information fed back includes a thermal sensation distribution by position.
(2) Not everyone in the living space declares a personal thermal sensation. In particular, a person who is satisfied with the air-conditioning state as it is is likely not to report a thermal sensation. In consideration of this, it is advantageous to perform an evaluation on the assumption that a person who has not reported it feels "appropriate temperature" when performing a statistical evaluation of the sent personal thermal sensation data. Of course, instead of this, statistical evaluation may be performed using only the personal thermal sensation data actually sent as a population.
(3) In the above-described embodiment, the controlled object is an air-conditioned air blowing type air conditioning unit, but the present invention can be similarly applied to other types of environmental adjustment units.

  The present invention is applicable to a control system that performs environmental control using each person's sense as one of the control parameters.

1: Personal terminal 2: Air conditioning unit 20: Air conditioning controller 3: Input / output server (Web server)
3a: Input unit 3b: Data visualization unit 4: Application server 4a: Evaluation unit 4b: Air conditioning control management unit 4c: Data output unit 5: Database server 51: Thermal sensation recording unit 52: Evaluation result recording unit 53: Control command recording Part 100: Air conditioning management system

Claims (6)

An air-conditioning management system that performs air-conditioning management of the living space by individually controlling an air-conditioning unit installed for each of a plurality of living sections constituting the living space,
A personal terminal for generating air conditioning personal information including personal thermal sensation data representing personal thermal sensation based on an input of an individual existing in the residential area;
An input unit for receiving the air-conditioning personal information sent from the personal terminal;
An evaluation unit that performs a statistical evaluation of the personal thermal sensation data for each residential area based on the air conditioning personal information from each personal terminal,
An air conditioning control management unit that generates a control command for each of the air conditioning units with reference to a statistical evaluation result by the evaluation unit;
A data output unit for outputting data for visualizing a statistical evaluation result by the evaluation unit;
A data visualization unit that generates visible data that visualizes the data and transmits the visualization data according to a request from the personal terminal;
Air conditioning management system equipped with.   The air conditioning management according to claim 1, wherein the air conditioning personal information includes position data from which the position of the personal terminal can be derived, and the evaluation unit also performs distribution evaluation of the personal thermal sensation in the living area. system.   The air conditioning personal information includes personal identification data from which a gender and / or age of the individual can be derived, and gender and / or age are evaluated in the statistical evaluation. 2. The air conditioning management system according to 2.   2. The personal thermal sensation data includes thermal sensations selected from thermal sensations divided into a plurality of stages, and a thermal sensation ratio in the residential area is calculated as a statistical evaluation. To 4. The air conditioning management system according to any one of 3 to 4.   5. The air conditioning management system according to claim 1, wherein the air conditioning management information as the visualization data includes a message or a graphic representing an indoor temperature for each living section and the control command.   Thermal sensation recording unit that records the personal thermal sensation data over time, an evaluation result recording unit that records the statistical evaluation results over time, and a control command recording unit that records the control commands over time And the air conditioning management system according to any one of claims 1 to 5.

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