Research on COP Prediction Model of Chiller Based on PSO-SVR

Research on COP Prediction Model of Chiller Based on PSO-SVR

Since the difficulty of building mechanism model and the structure of COP model of chiller is complex, greatly affected by operating parameter, a COP prediction model of chiller is proposed based on Support Vector Regression, and the parameters are optimized by Particle Swarm Optimization algorithm....

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Bibliographic Details
Main Authors: Zhou Xuan, Cai Panpan, Lian Sizhen, Yan Junwei
Format: Article
Language:zho
Published: Journal of Refrigeration Magazines Agency Co., Ltd. 2015-01-01
Series:Zhileng xuebao
Subjects:
chiller
COP
prediction model
support vector regression
particle swarm optimization
Online Access:http://www.zhilengxuebao.com/thesisDetails#10.3969/j.issn.0253-4339.2015.05.087
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