DocumentCode
3502447
Title
Recognition of occupant conditions
Author
Araki, Shoichi ; Wakami, Noboru
Author_Institution
Central Res. Labs., Matsushita Electr. Ind. Co. Ltd., Kyoto, Japan
Volume
5
fYear
1995
fDate
20-24 Mar 1995
Firstpage
61
Abstract
A new recognition algorithm of occupant conditions for air conditioning systems is developed. In order to produce a comfortable thermal environment, the number and locations of occupants in a room have to be identified. We introduce our algorithm using a personal computer and a VTR. In order to get information about occupants in a room, a pyroelectric infrared ray detector to take a thermal image was developed. We introduce a segmentation algorithm of thermal images using the Fuzzy C-Means algorithm (FCM) to identify the number of occupants. We also apply fuzzy reasoning to locating occupants. According to the identified information, room temperature and wind direction can be controlled to save energy
Keywords
air conditioning; environmental engineering; fuzzy set theory; image segmentation; inference mechanisms; infrared detectors; pyroelectric detectors; uncertainty handling; Fuzzy C-Means algorithm; air conditioning systems; comfortable thermal environment; fuzzy reasoning; occupant conditions; personal computer; pyroelectric infrared ray detector; recognition algorithm; room temperature; segmentation algorithm; thermal image; thermal images; wind direction; Fuzzy reasoning; Image segmentation; Infrared detectors; Laboratories; Land surface temperature; Microcomputers; Pyroelectricity; Sensor arrays; Temperature sensors; Video recording;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location
Yokohama
Print_ISBN
0-7803-2461-7
Type
conf
DOI
10.1109/FUZZY.1995.410041
Filename
410041
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