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Application of Artificial Intelligence on a CRDI Diesel Engine

Application of Artificial Intelligence on a CRDI Diesel Engine

von Ajoy Kumar Das, Probir Kumar Bose und Sumit Roy
Softcover - 9783659699405
39,90 €
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Beschreibung

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.

An Artificial Neural Network Approach

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 04. Mai 2015
Maße 22 cm x 15 cm x 0.4 cm
Gewicht 102 Gramm
Format Softcover
ISBN-13 9783659699405
Seiten 56