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WO2018037584A1 - Dispositif et programme de traitement d'informations - Google Patents

Dispositif et programme de traitement d'informations Download PDF

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Publication number
WO2018037584A1
WO2018037584A1 PCT/JP2017/000292 JP2017000292W WO2018037584A1 WO 2018037584 A1 WO2018037584 A1 WO 2018037584A1 JP 2017000292 W JP2017000292 W JP 2017000292W WO 2018037584 A1 WO2018037584 A1 WO 2018037584A1
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WO
WIPO (PCT)
Prior art keywords
user
preference
information
processing apparatus
environment
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Application number
PCT/JP2017/000292
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English (en)
Japanese (ja)
Inventor
恵大 太田
朋興 浮穴
利宏 妻鹿
宗佑 南田
佐藤　健二
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.)
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Application filed by 三菱電機株式会社 filed Critical 三菱電機株式会社
Publication of WO2018037584A1 publication Critical patent/WO2018037584A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor

Definitions

  • the present invention relates to an information processing apparatus and program, and more particularly, to acquisition of user preference information used for calculation of comfort level of an air-conditioning environment.
  • the temperature in a building such as a building or a house is controlled by an air conditioning system so that a user in the building can spend comfortably.
  • an air conditioning system it is not certain whether the temperature set by the air conditioning system feels comfortable due to differences in the user's constitution.
  • Patent Document 1 a technique for improving comfort has been proposed (for example, Patent Document 1).
  • preference for temperature setting for example, preferring a lower temperature setting because it is hot, or prefering a higher temperature setting because it is cold, is a certain degree determined by the user and does not change frequently. .
  • An object of the present invention is to estimate a user's preference for temperature based on information obtained from the user or an environment where the user is located without causing the user to input.
  • An information processing apparatus includes a user preference generation unit that acquires characteristic information about a user's temperature or a human body, generates a preference information of the user by estimating a preference for each user's air conditioning environment based on the characteristic information, and And a comfort level information generating unit that generates comfort level information indicating comfort in the air conditioning environment of the user based on the environmental data representing the status of the air conditioning environment and the preference information.
  • the user's preference for the temperature can be estimated based on information obtained from the user or the environment where the user is located without causing the user to input.
  • FIG. 2 is a hardware configuration diagram of a computer that forms the information processing apparatus according to the first embodiment.
  • FIG. 10 is a block configuration diagram of an information processing device in a third embodiment.
  • FIG. 1 is a block diagram showing an embodiment of an information processing apparatus according to the present invention.
  • the information processing apparatus 10 according to the present embodiment can be realized by a general-purpose computer such as a personal computer (PC).
  • PC personal computer
  • FIG. 2 is a hardware configuration diagram of a computer forming the information processing apparatus 10 according to the present embodiment.
  • the information processing apparatus 10 according to the present embodiment is connected to a CPU 21, a ROM 22, a RAM 23, a hard disk drive (HDD) 24, a mouse 25 and a keyboard 26 provided as input means, and a display 27 provided as a display device.
  • An output controller 28 and a network controller 29 provided as communication means are connected to an internal bus 30.
  • the information processing apparatus 10 includes an environment data acquisition unit 11, a user preference generation unit 12, a comfort level information generation unit 13, a display unit 14, an attribute information storage unit 15, and a preference information storage unit 16. .
  • the environmental data acquisition unit 11 acquires environmental data representing the status of the air conditioning environment.
  • the “air-conditioning environment” refers to an environment related to temperature in a space such as a room whose temperature is controlled by air-conditioning control by the air-conditioning system.
  • “Environmental data” is objective data representing the status of an air-conditioning environment measured by various sensors such as temperature, humidity, average wind speed, standard deviation of wind speed, and average radiation temperature, or obtained by calculation.
  • the user preference generation unit 12 estimates each user's preference for the air-conditioning environment based on the acquisition means for acquiring the user's temperature or characteristic information about the human body and the characteristic information, generates the user's preference information, and the preference information storage unit 16 It functions as a user preference estimation means to be registered.
  • the “taste information” for example, information such as a temperature-related preference (hot or cold), a temperature / wind speed preference (coolness), a humidity preference (dry skin), an activity amount, and a clothing amount are used.
  • the coolness and dry skin may depend on the characteristics of the human body rather than the user's preferences, but unlike objective information such as attribute information described later, For this reason, in this embodiment, it is handled by including it in preference information, not attribute information.
  • the comfort level information generation unit 13 is based on the environment data acquired by the environment data acquisition unit 11, the attribute information of the user for which the comfort level information is generated, and the user preference information generated by the user preference generation unit 12. It functions as comfort level information generating means for generating comfort level information indicating comfort in an air-conditioned environment.
  • the display unit 14 displays the comfort level information generated by the comfort level information generation unit 13 on the display 27.
  • Attribute information of each user is set in the attribute information storage unit 15 in advance.
  • information such as age, sex, height, weight, body fat percentage, seat position information, and the like is used as “attribute information”.
  • Each of the components 11 to 14 in the information processing apparatus 10 is realized by a cooperative operation of a computer that forms the information processing apparatus 10 and a program that operates on the CPU 21 mounted on the computer.
  • the storage units 15 and 16 are realized by the HDD 24 mounted in the information processing apparatus 10.
  • the RAM 23 or an external storage means may be used via a network.
  • the program used in this embodiment can be provided not only by communication means but also by storing it in a computer-readable recording medium such as a CD-ROM or USB memory.
  • the program provided from the communication means or the recording medium is installed in the computer, and various processes are realized by the CPU of the computer sequentially executing the program.
  • comfort level information is generated for each user, and each user performs the same processing.
  • the environmental data acquisition unit 11 periodically acquires environmental data from an air conditioning system or the like.
  • the process of generating the comfort level information is performed every time the environmental data is periodically acquired. Is started and executed.
  • the comfort level information generation unit 13 acquires environmental data from the environmental data acquisition unit 11 when activated. Further, the comfort level information generation unit 13 reads out and acquires the attribute information and preference information of the user whose comfort level information is to be generated from each of the storage units 15 and 16.
  • the comfort level information generation unit 13 calculates the comfort level according to a predetermined calculation formula as shown below.
  • Comfort ⁇ PMV + ⁇ F- ⁇ R- ⁇
  • PMV is a PMV (Predicted Mean Vote) value calculated from the environmental data in the air conditioning environment around the subject.
  • F is the influence degree of the preference information
  • R is the influence degree of the attribute information.
  • the influence degree F of the preference information and the influence degree R of the attribute information are calculated as follows.
  • F aF 1 + bF 2 +...
  • R pR 1 + qR 2 +... F 1 , F 2 ,...
  • the influence degree F of preference information is calculated based on one or more elements included in the preference information.
  • R 1 , R 2 ,... are numerical values indicating the degree of each element of attribute information, for example, body fat percentage.
  • the influence degree R of attribute information is calculated based on one or more elements included in the attribute information. Further, a, b,..., P, q,.
  • thermal sensation index called PMV
  • other thermal sensation indices such as SET * (Standard new Effective Temperature) and UTCI (Universal Thermal climate Index), may be used, for example.
  • the comfort level information generation unit 13 When the comfort level information generation unit 13 generates the comfort level information including the comfort level calculated as described above, the comfort level information generation unit 13 registers the comfort level information generation unit 13 in the comfort level information storage unit 17.
  • the comfort level information includes information necessary for displaying the comfort level, such as information indicating the time when environmental data is measured and calculated, user information for identifying an individual, and attribute information.
  • the comfort level information generation unit 13 can calculate the comfort level close to the user's individual feeling by using the attribute information and preference information of each user in addition to the environmental data.
  • the user requests the display of the comfort level in the space where the user is located by performing a predetermined operation.
  • the display unit 14 extracts comfort level information necessary for display from the comfort level information storage unit 17 and displays the comfort level information on the display 27. For example, if there are 10 persons in the space, comfort level information for 10 persons is individually displayed on the same screen. Or you may display the time series change of the comfort degree for every user in a graph format. Or you may display the said user's comfort degree in the seat position of each user on the top view of space. At this time, the comfort level is displayed in a form in which the color, size, and the like are different depending on the value.
  • the comfort level is calculated and displayed based on the attribute information and the preference information as described above.
  • the comfort level calculation and display process described above is a process common to all embodiments described later.
  • generation of characteristic preference information in the present embodiment which is executed by the user preference generation unit 12, will be described.
  • the user preference generation unit 12 acquires characteristic information from the external device 1.
  • the user preference generation unit 12 is located in an external space other than the space in which the user forms an air-conditioning environment from the external device 1.
  • External environment preference information indicating the preference for the current temperature is acquired as characteristic information.
  • the “space that forms the air-conditioning environment” is a room of a business office where the user performs business
  • the “external space other than the space that forms the air-conditioning environment” is, for example, the living space of the user.
  • portable information terminals such as a smart phone which the said user carries, are assumed.
  • External device 1 is equipped with a temperature sensor and measures the temperature (room temperature) of the user's living space. Unlike the temperature setting in the office, the temperature setting in the living space is considered to reflect the user's preference more easily. Further, the external device 1 acquires information on the outside air temperature of the place from measurement or weather information, and sends it to the information processing device 10 as external environment preference information together with the room temperature.
  • the user preference generation unit 12 estimates the user's preference for the temperature by analyzing the content. For example, it is determined whether cooling is preferred or warming is preferred from the difference between the temperature difference with respect to the outside air temperature and the appropriate temperature.
  • the preference information is generated based on the user's preference estimated as described above and registered in the preference information storage unit 16.
  • Embodiment 2 a portable terminal is assumed as the external device 1, and information about temperature is directly acquired from the external device 1.
  • the external device 1 is a Home Energy Management System (HEMS), and the history data of the set temperature of the user's living space collected by the HEMS is acquired as external environment preference information.
  • HEMS Home Energy Management System
  • the block configuration and hardware configuration of the information processing apparatus 10 in the present embodiment may be the same as those in the first embodiment.
  • the user preference generation unit 12 in the present embodiment basically performs the same processing as in the first embodiment to estimate the preference of the user and generate preference information.
  • FIG. 3 is a block configuration diagram of the information processing apparatus 10 in the present embodiment.
  • the information processing apparatus 10 in the present embodiment has a configuration in which a human body characteristic information acquisition unit 18 and a human body characteristic information storage unit 19 are added to the configuration shown in the first embodiment.
  • the human body characteristic information acquisition unit 18 is means for acquiring information (human body characteristic information) indicating the characteristics of the user's human body obtained when the user is located in the air-conditioning environment, and storing the information in the human body characteristic information storage unit 19.
  • the present embodiment is characterized in that information on the amount of exercise of the user is acquired as the human body characteristic information.
  • the human body characteristic information acquisition unit 18 collects exercise amount data from a smartphone, an activity meter, or a life log (a service that records human activities as digital data such as images and positions).
  • the user preference generation unit 12 determines whether the user is cool by analyzing the exercise amount data acquired by the human body characteristic information acquisition unit 18 and accumulated in the human body characteristic information storage unit 19 based on the investigation result. To do. Note that the user preference generation unit 12 generates preference information based on the determination result, but the preference information may be generated as binary data indicating whether or not it is cold or may be generated as a numerical value indicating the degree of coldness. May be.
  • Embodiment 4 information on the user's exercise amount is acquired as the human body characteristic information.
  • information on the user's skin temperature is acquired as the human body characteristic information.
  • the human body characteristic information acquisition unit 18 in the present embodiment acquires the user's skin temperature measured using an infrared sensor or the like when the user is in an air-conditioning environment, and stores it in the human body characteristic information storage unit 19.
  • the user preference generation unit 12 analyzes the skin temperature data acquired by the human body characteristic information acquisition unit 18 and accumulated in the human body characteristic information storage unit 19 on the basis of the investigation result, thereby determining whether the user is cool. judge.
  • data such as the skin temperature and room temperature of a person who is not cool is required, and this may be acquired from the environment data acquisition unit 11, the preference information storage unit 16 or the human body characteristic information storage unit 19.
  • Embodiment 5 information related to the user's skin temperature is acquired as the human body characteristic information.
  • information related to the user's skin moisture content is acquired as the human body characteristic information.
  • the human body characteristic information acquisition unit 18 acquires the user's skin moisture amount measured using a skin moisture amount sensor or the like when the user is in an air-conditioning environment, and stores it in the human body characteristic information storage unit 19. .
  • the user preference generation unit 12 analyzes the skin moisture amount data acquired by the human body characteristic information acquisition unit 18 and accumulated in the human body characteristic information storage unit 19, so that the user's skin is easily dried or dried.
  • Sinokushika is determined, and preference information is generated based on the determination result.
  • data such as another person's skin moisture amount data and room temperature are required, which may be acquired from the environment data acquisition unit 11, the preference information storage unit 16, or the human body characteristic information storage unit 19.
  • the comfort level of the air-conditioning environment without causing the user to input information related to comfort by estimating the user's preference, but this does not mean that the user's input is not accepted at all.
  • User input may be used for generating preference information for users without preference information and for correcting preference information associated with changes in preferences.
  • An information processing apparatus includes an acquisition unit that acquires characteristic information about a user's temperature or a human body, and estimates each user's preference for an air-conditioning environment based on the characteristic information to obtain the user's preference information.
  • User preference estimation means for generating, comfort level information generation means for generating comfort level information indicating comfort in the air conditioning environment of the user based on environmental data representing the status of the air conditioning environment and the preference information. is there.
  • the user preference estimation means is external environment preference information acquired as the characteristic information, and indicates the preference for the temperature when the user is located in an external space other than the space forming the air conditioning environment. Based on the information, the user's preference for the air-conditioning environment is estimated.
  • the user preference estimation means acquires the external environment preference information when the user is located in the user's living space as the external space, and the user's air conditioning based on the acquired external environment preference information Estimate environmental preferences.
  • the user preference estimation means acquires the external environment preference information transmitted from the user terminal used by the user personally.
  • the user preference estimation unit acquires history data of the set temperature of the user's living space collected by a home energy management system that performs air conditioning management of the user's living space as the external environment preference information. .
  • the user preference estimation unit is human body characteristic information acquired as the characteristic information, and is obtained when the user is located in the air conditioning environment.
  • the user's preference for the air-conditioning environment is estimated based on the environmental data representing the situation.
  • the user preference estimation means acquires information on the amount of exercise of the user as the human body characteristic information.
  • the user preference estimation means acquires information on the user's skin temperature as the human body characteristic information.
  • the user preference estimation means acquires information on the skin moisture content of the user as the human body characteristic information.
  • the program according to the embodiment of the present invention includes a computer that obtains characteristic information relating to a user's temperature or human body, estimates a preference for each user's air-conditioning environment based on the characteristic information, and obtains the user's preference information.
  • characteristic information relating to a user's temperature or human body
  • estimates a preference for each user's air-conditioning environment based on the characteristic information and obtains the user's preference information.
  • environment data representing the condition of the air conditioning environment
  • comfort level information generation means for generating comfort level information indicating comfort in the air conditioning environment of the user based on the preference information It is.

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Abstract

Cette invention concerne un dispositif de traitement d'informations (10), comprenant : une unité de génération de préférences utilisateur (12) qui acquiert, à partir d'un téléphone intelligent servant de dispositif externe (1), des informations telles qu'une température de consigne d'utilisateur pour les moments où l'utilisateur est à l'extérieur de l'environnement climatisé, estime une préférence de température de l'utilisateur en analysant les informations acquises, et génère des informations de préférence ; et une unité de génération d'informations de niveau de confort (13) qui calcule un niveau de confort dans un environnement climatisé sur la base de données environnementales, des informations d'attribut et des informations de préférence générées par l'unité de génération de préférences utilisateur, sans avoir les informations d'entrée d'utilisateur concernant un niveau de confort.
PCT/JP2017/000292 2016-08-25 2017-01-06 Dispositif et programme de traitement d'informations WO2018037584A1 (fr)

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Cited By (2)

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WO2019186993A1 (fr) * 2018-03-30 2019-10-03 三菱電機株式会社 Appareil terminal, système de commande de dispositif, procédé de commande de dispositif, et programme
JPWO2021199381A1 (fr) * 2020-04-01 2021-10-07

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JP7207525B2 (ja) * 2019-04-10 2023-01-18 日本電気株式会社 生理状態制御装置、制御対象機器の作動方法、生理状態特性表示方法およびプログラム
JP6880154B2 (ja) * 2019-11-20 2021-06-02 ソフトバンク株式会社 情報処理装置、情報処理方法及び情報処理プログラム
JP7522601B2 (ja) * 2020-07-30 2024-07-25 ダイキン工業株式会社 温度推定装置、空気調和機、及び温度算出方法
WO2024004465A1 (fr) * 2022-06-30 2024-01-04 パナソニックＩｐマネジメント株式会社 Système de commande d'environnement, système de réglage d'environnement, procédé de commande d'environnement et programme
WO2024116654A1 (fr) * 2022-11-29 2024-06-06 パナソニックＩｐマネジメント株式会社 Système de commande de climatisation, procédé de commande de climatisation, et programme

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WO2019186993A1 (fr) * 2018-03-30 2019-10-03 三菱電機株式会社 Appareil terminal, système de commande de dispositif, procédé de commande de dispositif, et programme
JPWO2019186993A1 (ja) * 2018-03-30 2020-12-03 三菱電機株式会社 端末装置、機器制御システム、機器制御方法及びプログラム
JPWO2021199381A1 (fr) * 2020-04-01 2021-10-07
JP7199597B2 (ja) 2020-04-01 2023-01-05 三菱電機株式会社 空気調和システムおよび空気調和装置の制御方法

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