Modeling of Thermodynamic Properties of Refrigerants Using Artifical Neural Networks & Genetic Algorithm

By: Aida Nooshiravani, Mahboobeh Taheri, Ali Mohebbi

Paperback | 10 March 2011

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Thermodynamic analysis of the refrigeration system is very complex because of the thermodynamic properties equations of working fluids, involving the solution of complex differential equations. This book provides an alternative simple approach based on artificial neural networks (ANNs) and determines the thermodynamic properties of refrigerants.

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Preface	p. vii
Artificial Neural Networks	p. 1
Genetic Algorithm	p. 9
Software for Neural Network and Genetic Algorithm Modeling	p. 15
Determination of Thermodynamic Properties of Pure Refrigerants Using Artificial Neural Networks	p. 33
Derivation of Empirical Equations for Thermodynamic Properties of Refrigerants Using Artificial Neural Networks	p. 39
Application of Neural Networks for Refrigerant Mixtures	p. 59
Other Applications of ANNs for Refrigerants	p. 81
References	p. 93
Index	p. 99
Table of Contents provided by Ingram. All Rights Reserved.

Modeling of Thermodynamic Properties of Refrigerants Using Artifical Neural Networks & Genetic Algorithm

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