Application of Artificial Intelligence on a CRDI Diesel Engine

Roy Sumit,Das Ajoy Kumar,Bose Probir Kumar

Application of Artificial Intelligence on a CRDI Diesel Engine
Format
Paperback
Publisher
LAP Lambert Academic Publishing
Country
United States
Published
4 May 2015
Pages
56
ISBN
9783659699405

Application of Artificial Intelligence on a CRDI Diesel Engine

Roy Sumit,Das Ajoy Kumar,Bose Probir Kumar

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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.

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