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On the adaptation of the air-conditioner to the indoor environment using the Constant-Trace Algorithm

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3 Author(s)
Ryo Yanagawa ; Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications 1-5-1 Chofugaoka, Chofu, Tokyo, 182-8585, Japan ; Kenji Sawada ; Seiichi Shin

Focusing on the air-conditioner, this paper considers the real-time model learning and the adaptation algorithm to the indoor environment, simultaneously. It is clarified that the Constant-Trace Algorithm is effective for the adaptation, which consists of the detection of disturbances (external factors to change the amount of heat in the room) and the switching between the model learning with and without the disturbances. Also, this paper estimates the perturbation of the amount of heat based on the disturbance detection. In addition, this paper validates the effectiveness of our method by experiments.

Published in:

Control, Automation and Systems (ICCAS), 2012 12th International Conference on

Date of Conference:

17-21 Oct. 2012