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Modélisation des propriétés thermodynamiques des frigorigènes à l'aide de réseaux neuronaux et d'un algorithme génétique .

Modeling of thermodynamic properties of refrigerants using artificial neural networks and genetic algorithm.

Auteurs : MOHEBBI A., TAHERI M., NOOSHIRAVANI A.

Type de monographie : Ouvrage

Résumé

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.
Table of contents: artificial neural networks; genetic algorithm; software for Neural Network and Genetic Algorithm Modeling; determination of thermodynamic properties of pure refrigerants using artificial neural networks; derivation of empirical equations for thermodynamic properties of refrigerants using artificial neural networks; application of neural networks for refrigerant mixtures; other applications of ANNs for refrigerants.

Détails

  • Titre original : Modeling of thermodynamic properties of refrigerants using artificial neural networks and genetic algorithm.
  • Identifiant de la fiche : 30003564
  • Langues : Anglais
  • Édition : Nova Science - États-unis/États-unis
  • Date d'édition : 2011
  • Collection : Computer Science, Technology and Applications
  • ISBN : 9781617282881
  • Document disponible en consultation à la bibliothèque du siège de l'IIF uniquement.

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