A neural network evaluation model for individual thermal comfort |
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| Authors: | Weiwei Liu Zhiwei LianBo Zhao |
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| Affiliation: | Institute of Refrigeration and Cryogenics, Shanghai Jiao Tong University, Shanghai 200240, China |
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| Abstract: | An evaluation model for individual thermal comfort is presented based on the BP neural network. The train data came from a thermal comfort survey. The evaluation results of the model showed a good match with the subject's real thermal sensation, which indicated that the model can be used to evaluate individual thermal comfort rightly. Taken a room air conditioner as an example, the application of the NNEM in creating a microenvironment for individual was discussed. The result showed that the NNEM can play an important role of connecting individual thermal comfort with the control on the air conditioner. |
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| Keywords: | BP, back propagation CC, comfort chooser NNC, neural network controller NNCS, neural network control system NNEM, neural network evaluation model NNM, neural network model |
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