Transactions of Society of Automotive Engineers of Japan
Online ISSN : 1883-0811
Print ISSN : 0287-8321
ISSN-L : 0287-8321
Research Paper
Control System Design with Thermal Comfort Estimator for Automotive HVAC System
Takuya KubotaRyo Watanabe
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2014 Volume 45 Issue 6 Pages 1147-1152

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Abstract
This paper discusses comfort estimators to construct a control system that regulates thermal comfort of a passenger in the conditions where disturbances exist. We consider two types of estimators; an observer-based estimator and an estimator with a neural network. The observer-based estimator is designed on the basis of the model proposed in our previous research. The neural-network-based estimator learns/estimates the relation between inputs and outputs regarding the system as a black box. The performance of the control system with each estimator is validated with simulations.
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© 2014 Society of Automotive Engineers of Japan, Inc.
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