DocumentCode :
2694140
Title :
Realization of a comfortable space based on Kansei engineering
Author :
Takagi, Masato ; Watada, Junzo ; YUBAZAKI, Naoyoshi
Author_Institution :
Waseda Univ., Japan
Volume :
7
fYear :
2004
fDate :
10-13 Oct. 2004
Firstpage :
6463
Abstract :
The objective of this paper is to realize a comfortable space based on alpha wave which is found to be generated more in a comfortable person. In this research the measurement of the alpha-wave to realize a comfortable space is employed. Alpha wave is different for every person. It is possible to compare the alpha wave on the different feelings of a person. But it is not correct to compare it between different persons. Room temperature is adjusted depending on the gathered and classified data per person. Factors considered for every person were age, sex, seasons, temperature, humidity, etc. A fuzzy control system is designed to control the room temperature. The development of rule tables and the design of membership functions based on the knowledge and experience of expert operators and/or on fuzzy model of a plant is considered. An efficient tuning method by means of a genetic algorithm to adjust the shape of membership functions and an optimal search procedure on a multipeak evaluation function are proposed.
Keywords :
fuzzy control; home automation; intelligent control; temperature control; Kansei engineering; alpha wave measurement; comfortable space realization; fuzzy control system; genetic algorithm; multipeak evaluation function; optimal search procedure; room temperature control; rule tables; tuning method; Automatic control; Control systems; Design engineering; Fuzzy control; Humans; Nonlinear control systems; Space cooling; Space technology; Stress; Temperature;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN :
1062-922X
Print_ISBN :
0-7803-8566-7
Type :
conf
DOI :
10.1109/ICSMC.2004.1401417
Filename :
1401417
Link To Document :
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