Application of Artificial Intelligence on a CRDI Diesel Engine: An Artificial Neural Network Approach - Couverture souple

Roy, Sumit; Das, Ajoy Kumar; Bose, Probir Kumar

 
9783659699405: Application of Artificial Intelligence on a CRDI Diesel Engine: An Artificial Neural Network Approach
Couverture souple
ISBN 10 : 3659699403 ISBN 13 : 9783659699405
Editeur : LAP LAMBERT Academic Publishing, 2015

Synopsis

The present study explores the potential of artificial neural network to predict the performance and exhaust emissions of an existing single cylinder four-stroke CRDI engine under varying CNG and EGR strategies. Based on the experimental data an ANN model is developed to predict performance and emission parameters of the experimental engine. The study was carried out with 70% of total experimental data selected for training the neural network, 15% for the network’s cross-validation and remaining 15% data has been used for testing the performance of the trained network. The developed ANN models were capable of predicting the performance and emissions of the experimental engine with excellent agreement.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

The present study explores the potential of artificial neural network to predict the performance and exhaust emissions of an existing single cylinder four-stroke CRDI engine under varying CNG and EGR strategies. Based on the experimental data an ANN model is developed to predict performance and emission parameters of the experimental engine. The study was carried out with 70% of total experimental data selected for training the neural network, 15% for the network’s cross-validation and remaining 15% data has been used for testing the performance of the trained network. The developed ANN models were capable of predicting the performance and emissions of the experimental engine with excellent agreement.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2015
Langue
anglais
ISBN 10 
3659699403
ISBN 13 
9783659699405
Reliure
Broché
Nombre de pages
56
Coordonnées du fabricant
non disponible
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