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  HomeContents of Chinese Journal of Mechanical Engineering (English Edition),1999 No.1STUDY ON THERMODYNAMIC MODEL OF A COMPRESSOR WITH ARTIFICIAL NEURAL NETWORKS
STUDY ON THERMODYNAMIC MODEL OF A COMPRESSOR WITH ARTIFICIAL NEURAL NETWORKS*

 

Ding Guoliang  Li Hao  Zhang Chunlu
Department of Refrigeration and Cryogenics Engineering, Shanghai Jiaotong University

 

Abstract: A new compressor thermodynamic model is set up. Artificial neural networks (ANN) which have self-adjusting functions are adopted to calculate volumetric efficiency and electrical efficiency of a compressor. The new compressor model composed of the theoretical model and ANN reaches more precise results than traditional ones. Furthermore, the new compressor model is of better flexibility in a large scale.

Key words: Compressor  Thermodynamic calculation  Model  ANN


* This project is supported by Scientific Research Foundation for Returned Overseas China Scholars, State Education Commission and Scientific Research Foundation of Shanghai Jiaotong University. Manuscript received on July 29, 1997; revised manuscript May 15, 1998

 

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