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JP2989290B2 - Environmental control method - Google Patents
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JP2989290B2 - Environmental control method - Google Patents

Environmental control method

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Publication number
JP2989290B2
JP2989290B2 JP3045092A JP4509291A JP2989290B2 JP 2989290 B2 JP2989290 B2 JP 2989290B2 JP 3045092 A JP3045092 A JP 3045092A JP 4509291 A JP4509291 A JP 4509291A JP 2989290 B2 JP2989290 B2 JP 2989290B2
Authority
JP
Japan
Prior art keywords
environment
data
sensation
amount
individual
Prior art date
Legal status (The legal status 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 status listed.)
Expired - Fee Related
Application number
JP3045092A
Other languages
Japanese (ja)
Other versions
JPH04283340A (en
Inventor
正弘 前川
誠 菊本
淳夫 西條
宏 河田
正人 大隅
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Sanyo Denki Co Ltd
Original Assignee
Sanyo Denki Co Ltd
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 Sanyo Denki Co Ltd filed Critical Sanyo Denki Co Ltd
Priority to JP3045092A priority Critical patent/JP2989290B2/en
Publication of JPH04283340A publication Critical patent/JPH04283340A/en
Application granted granted Critical
Publication of JP2989290B2 publication Critical patent/JP2989290B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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  • Air Conditioning Control Device (AREA)

Description

【発明の詳細な説明】DETAILED DESCRIPTION OF THE INVENTION

【0001】[0001]

【産業上の利用分野】本発明は居住者個人の快適感等の
感覚に応じて環境を制御する環境制御方法に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an environment control method for controlling an environment in accordance with a feeling such as comfort of a resident.

【0002】[0002]

【従来の技術】従来の快適環境設計方法は図5に示すよ
うに被験者による感覚申告実験を行い、温度や湿度等の
環境計測デ−タと被験者の温冷感や快適感等の感覚申告
デ−タに基づき重回帰分析を行って、該環境の快適性評
価指標を求めることにより快適環境の設計を制御するも
のであった。
2. Description of the Related Art As shown in FIG. 5, a conventional comfortable environment design method performs a sensory report experiment by a subject, and obtains environmental measurement data such as temperature and humidity, and a sensory report data on the subject's thermal sensation and comfort. In this case, the design of the comfortable environment is controlled by performing a multiple regression analysis based on the data and obtaining a comfort evaluation index of the environment.

【0003】ところで人間の生理的状態は一種のブラッ
クボックスであり、上記の快適性評価指標は一般的に高
齢者や幼児等の感覚に合わないという問題点があった
(快適性評価指標は主として大学生等の体力の十分な人
達の被験者実験デ−タに基づくものである)。
[0003] The physiological condition of human beings is a kind of black box, and the above-mentioned comfort evaluation index generally has a problem that it does not match the feelings of elderly people and infants. It is based on subject experiment data of people with sufficient physical strength such as university students).

【0004】しかも従来の方法によると環境と感覚との
間に相関データのある特定の環境しか評価できないとい
う問題点があった。
Further, according to the conventional method, there is a problem that only a specific environment having correlation data between the environment and the sense can be evaluated.

【0005】また例えば特開平2−75846号公報に
は脳波の周波数に応じて室内の環境を変化させる技術が
開示されている。しかしながらこの技術は特に空調機器
の制御において人間の覚醒状態及び睡眠状態の判断のみ
を行い、いずれかの状態に適した室温に維持するように
空調機器を制御するものである。この場合維持された室
温がその人に適しているかどうかは判断の対象になって
いなかった。
[0005] For example, Japanese Patent Application Laid-Open No. 2-75846 discloses a technique for changing the indoor environment according to the frequency of brain waves. However, in this technique, in particular, in the control of the air conditioner, only the awake state and the sleep state of the human are determined, and the air conditioner is controlled so as to maintain the room temperature suitable for either state. In this case, it was not determined whether the maintained room temperature was suitable for the individual.

【0006】[0006]

【発明が解決しようとする課題】本発明が解決しようと
する課題は、上記従来技術に鑑み、ある環境における個
人の人間感覚の予測を行い、この予測デ−タを用いて空
調機器等の周辺設備を制御することにより、個人に適し
た快適環境を設計することである。
SUMMARY OF THE INVENTION In view of the above-mentioned prior art, an object of the present invention is to predict an individual's sense of human being in a certain environment, and to use the prediction data to estimate the surroundings of an air conditioner or the like. The purpose is to design a comfortable environment suitable for individuals by controlling the equipment.

【0007】[0007]

【課題を解決するための手段】本発明の環境制御方法
は、外部環境に関するデータと個人特性に関するデータ
とを入力し、それらデータから予め用意された体温調節
数理モデルに基づいて生理量を求め、得られた生理量と
予め抽出された外部環境に対する感覚のデータとの相関
をとって感覚量を予測し、その感覚量の予測に基づいて
外部環境をコントロールする周辺設備を制御することを
特徴とする。
According to the environmental control method of the present invention, data relating to an external environment and data relating to personal characteristics are inputted, and a physiological quantity is determined from the data based on a mathematical model of body temperature regulation prepared in advance. Correlation between the obtained physiological quantity and pre-extracted sensation data for the external environment is used to predict the sensation, and the peripheral equipment for controlling the external environment is controlled based on the prediction of the sensation. I do.

【0008】[0008]

【作用】個人特性を扱える体温調節数理モデルを適用し
たシミュレ−ションにより外部環境から個人の生理量を
算出し、生理量と被験者実験で収集した感覚量のデ−タ
から個人の感覚量を予測する。この予測を周辺設備の設
計にフィ−ドバックし、最適な環境の設計を行う。
[Function] Calculates the physiological amount of an individual from the external environment by simulation using a mathematical model of body temperature regulation that can handle individual characteristics, and predicts the amount of individual sensation from data of physiological amount and sensation collected in subject experiments I do. This prediction is fed back to the design of the peripheral equipment, and the optimal environment is designed.

【0009】[0009]

【実施例】以下本発明の快適環境設計方法を図面の一実
施例について詳細に説明する。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS A comfortable environment design method according to the present invention will be described below in detail with reference to one embodiment of the drawings.

【0010】図1は本発明の基本となる環境設計の概念
図を示す。本発明は居住者の快適感等の間隔に視点を置
き、快適な環境を実現することを目的として、室温、湿
度、気流速等の環境物理条件から快適性を予測する快適
性評価指標を用いて快適性を考慮しながら環境設計を進
める方法であり、図1に示すようにまず1で最初に設計
された環境を2で個人の快適性評価指標を用いて評価吟
味し、3で前記1の環境から予測される個人の感覚量を
予測し、この結果を前記1の環境の設計にフィ−ドバッ
クして個人に最適の環境の設計を行う方法である。
FIG. 1 shows a conceptual diagram of an environment design which is the basis of the present invention. The present invention uses a comfort evaluation index that predicts comfort from environmental physical conditions such as room temperature, humidity, and air flow velocity with a view to realizing a comfortable environment, with a view to intervals such as occupant comfort. As shown in FIG. 1, the environment designed first is evaluated and examined using an individual's comfort evaluation index in 2 and the above-mentioned 1 is evaluated in 3 as shown in FIG. In this method, the amount of sense of an individual predicted from the environment is predicted, and the result is fed back to the design of the first environment to design the optimal environment for the individual.

【0011】前記2の快適評価指標は、詳しくは図2に
示すようにある環境における温度、湿度、気流、輻射等
の環境条件4から人体熱モデル(体温調節数理モデル)
5を適用したシミュレ−ションによってその環境条件に
おける体温、皮膚温、血流量、発汗量、放熱量、産熱
量、蓄熱量等の生理量6を算出し、この生理量と予め被
験者実験で収集した感覚量(心理量)デ−タベ−ス7と
の相関を取って重回帰分析を行うことを指し、この分析
により個人の温冷感、快適感、爽快感等の感覚量8を推
定する。そして得られた感覚量8は図示はしないが前記
環境条件4を制御する周辺設備のコントロ−ルにフィ−
ドバックされる。
The above two comfort evaluation indices are described in detail in FIG. 2 based on environmental conditions 4 such as temperature, humidity, airflow, and radiation in a certain environment.
Physiological parameters 6 such as body temperature, skin temperature, blood flow rate, perspiration rate, heat release rate, heat generation rate, heat storage rate, etc. under the environmental conditions were calculated by the simulation to which 5 was applied. This refers to performing a multiple regression analysis by correlating with a sensory (psychological) database 7, and by this analysis, an individual's sensory amount 8 such as warmth, coolness, comfort, and exhilaration is estimated. Although the obtained sensory quantity 8 is not shown, it is input to the control of the peripheral equipment for controlling the environmental condition 4.
Will be played back.

【0012】図3は上記図1及び図2で示された快適環
境設計方法を快適環境設計支援システムに応用した例を
ブロックで示した図である。同図において外気温度、外
気湿度、外界と室内を仕切る壁材の厚さ及び材質等の固
定環境デ−タ9と、空調方式、空調機の位置等の可変環
境デ−タ10とをキ−ボ−ドから入力し、室内環境シミュ
レ−ションプログラム11を起動させて、室内の温度や気
流等の分布デ−タ12を算出する。この分布デ−タ12は年
齢、性別、健常度などの個人特性13とともに後述する体
温調節数理モデルによる人体シミュレ−ションプログラ
ム14の入力となり、該プログラム14を起動させて人体の
生理的状態を物理量に換算したデ−タ15を算出する。さ
らにこの生理的状態デ−タ15と予め被験者実験で収集さ
れたデ−タベ−スとの相関を生理量と感覚量の相関をも
つ快適性予測モデル16に当てはめることにより前記個人
の感覚の予測量17を算出する。こうして算出された予測
量17は、前記固定環境デ−タ9及び可変環境デ−タ10に
よって作られた室内を前記個人に対して快適な環境とな
るように前記可変環境デ−タ10を修正するためにフィ−
ドバックされる。
FIG. 3 is a block diagram showing an example in which the comfort environment design method shown in FIGS. 1 and 2 is applied to a comfort environment design support system. In the figure, fixed environment data 9 such as outside air temperature, outside air humidity, thickness and material of a wall material that separates the outside from the room, and variable environment data 10 such as an air conditioning system and a position of an air conditioner are keyed. Input from the board, the indoor environment simulation program 11 is started, and distribution data 12 such as indoor temperature and air flow is calculated. This distribution data 12 is input to a human body simulation program 14 based on a thermoregulation mathematical model, which will be described later, together with personal characteristics 13 such as age, gender, and degree of health. The data 15 converted to is calculated. Further, by applying the correlation between the physiological state data 15 and the database collected in advance in the subject's experiment to the comfort prediction model 16 having the correlation between the physiological quantity and the sensory quantity, the individual's sensation is predicted. Calculate quantity 17. The predicted amount 17 calculated in this manner corrects the variable environment data 10 so that the room created by the fixed environment data 9 and the variable environment data 10 becomes a comfortable environment for the individual. In order to do
Will be played back.

【0013】尚、上記実施例にてもちいられる体温調節
数理モデルとは例えば図4に示すように人間の体温調節
のメカニズムを数学モデルとして表したもので、人体を
頭部、腕部、胴部、脚部等の部位に区分して夫々の部位
に入力として外部環境の温度、湿度、気流、活動量等の
可変量を与えたときの、各部位に現れる体温、皮膚温、
産熱量、皮膚濡れ率、皮膚血流量等の生理量を出力とし
て具備したモデルである。
The mathematical model of thermoregulation used in the above embodiment is a mathematical model of the mechanism of thermoregulation of a human, for example, as shown in FIG. , The temperature of the external environment, the humidity, the airflow, the amount of activity, etc. when given variable amounts such as the body temperature, skin temperature, skin temperature,
This model is provided with physiological quantities such as calorific value, skin wetting rate, and skin blood flow as outputs.

【0014】[0014]

【発明の効果】本発明は以上の説明の如く、予め用意さ
れた体温調節数理モデルに基づいて外部環境及び個人特
性に関するデータから個人の生理量を算出し、得られた
生理量と予め抽出された前記外部環境に対する感覚のデ
−タとの相関をとって個人の外部環境に対応する感覚量
を予測し、その感覚量の予測に基づいて外部環境をコン
トロ−ルする周辺設備を制御しているため、外界の環境
条件のみならず個人の環境に対する特性を考慮した周辺
設備の制御を行うことができ、これにより快適環境を提
供することが可能となる。更に、個人の生理量を得るた
めに、生理量を測定する必要がないため、測定装置の装
着に伴う拘束感や測定を行う煩わしさをなくすことがで
き、より快適さを向上させることが可能となる。
As described above, according to the present invention, a physiological quantity of an individual is calculated from data relating to the external environment and personal characteristics based on a mathematical model of body temperature regulation prepared in advance, and the physiological quantity obtained and extracted in advance. By predicting the amount of sensation corresponding to the external environment of the individual by correlating the data of the sensation with respect to the external environment and controlling peripheral equipment for controlling the external environment based on the prediction of the amount of sensation. Therefore, it is possible to control the peripheral equipment in consideration of not only the environmental conditions of the external world but also the characteristics of the individual's environment, thereby providing a comfortable environment. Further, since it is not necessary to measure the physiological amount in order to obtain the physiological amount of the individual, it is possible to eliminate the feeling of restraint and the trouble of performing the measurement due to the mounting of the measuring device, and it is possible to further improve the comfort. Becomes

【図面の簡単な説明】[Brief description of the drawings]

【図1】本発明の基本となる環境設計方法の概念図を示
す図である。
FIG. 1 is a diagram showing a conceptual diagram of an environment design method which is the basis of the present invention.

【図2】本発明の快適環境設計方法の具体的な工程を示
すブロック図である。
FIG. 2 is a block diagram showing specific steps of a comfortable environment design method according to the present invention.

【図3】本発明を快適環境設計支援システムに応用した
例を示すブロック図である。
FIG. 3 is a block diagram showing an example in which the present invention is applied to a comfortable environment design support system.

【図4】体温調節数理モデルの一例を示す図である。FIG. 4 is a diagram showing an example of a thermoregulation mathematical model.

【図5】従来の快適環境設計方法を示すブロック図であ
る。
FIG. 5 is a block diagram showing a conventional comfortable environment design method.

【符号の説明】[Explanation of symbols]

4,9 外部環境 10 周辺設備 12 室内環境デ−タ 6,15 個人の生理量 5,14 体温調節数理モデル 7,16 予め抽出された外部環境に対応する感覚の
デ−タ 8,17 個人の感覚量の予測
4,9 External environment 10 Peripheral equipment 12 Indoor environment data 6,15 Individual physiological volume 5,14 Mathematical model of body temperature regulation 7,16 Sensory data corresponding to external environment extracted in advance 8,17 Individual data Predict sensory volume

───────────────────────────────────────────────────── フロントページの続き (72)発明者 河田 宏 守口市京阪本通2丁目18番地 三洋電機 株式会社内 (72)発明者 大隅 正人 守口市京阪本通2丁目18番地 三洋電機 株式会社内 (56)参考文献 特開 昭62−268945(JP,A) (58)調査した分野(Int.Cl.6,DB名) F24F 11/02 ────────────────────────────────────────────────── ─── Continuing on the front page (72) Inventor Hiroshi Kawada 2--18 Keihanhondori, Moriguchi-shi Sanyo Electric Co., Ltd. (72) Inventor Masato Osumi 2--18 Keihanhondori, Moriguchi-shi Sanyo Electric Co., Ltd. ( 56) References JP-A-62-268945 (JP, A) (58) Fields investigated (Int. Cl. 6 , DB name) F24F 11/02

Claims (1)

(57)【特許請求の範囲】(57) [Claims] 【請求項1】 外部環境に関するデータと個人特性に関
するデータとを入力し、それらデータから予め用意され
た体温調節数理モデルに基づいて生理量を求め、得られ
た生理量と予め抽出された前記外部環境に対する感覚の
データとの相関をとって感覚量を予測し、その感覚量の
予測に基づいて外部環境をコントロールする周辺設備を
制御することを特徴とする環境制御方法。
1. An external environment data and an individual characteristic data are inputted, a physiological amount is obtained from the data based on a mathematical model of body temperature regulation prepared in advance, and the obtained physiological amount and the externally extracted external data are obtained. An environmental control method comprising predicting an amount of sensation by correlating with data of sensation with respect to the environment, and controlling peripheral equipment for controlling an external environment based on the estimation of the amount of sensation.
JP3045092A 1991-03-11 1991-03-11 Environmental control method Expired - Fee Related JP2989290B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP3045092A JP2989290B2 (en) 1991-03-11 1991-03-11 Environmental control method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP3045092A JP2989290B2 (en) 1991-03-11 1991-03-11 Environmental control method

Publications (2)

Publication Number Publication Date
JPH04283340A JPH04283340A (en) 1992-10-08
JP2989290B2 true JP2989290B2 (en) 1999-12-13

Family

ID=12709671

Family Applications (1)

Application Number Title Priority Date Filing Date
JP3045092A Expired - Fee Related JP2989290B2 (en) 1991-03-11 1991-03-11 Environmental control method

Country Status (1)

Country Link
JP (1) JP2989290B2 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6248575B2 (en) * 2013-11-23 2017-12-20 特定非営利活動法人ウェアラブル環境情報ネット推進機構 Deep body temperature control device and deep body temperature control system

Also Published As

Publication number Publication date
JPH04283340A (en) 1992-10-08

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