Deep neural network model with Bayesian hyperparameter optimization for prediction of NOx at transient conditions in a diesel engine

Owing to increasing interest in the environment, particularly on air quality, regulations in the automobile industry have become stricter. Test cycles have been substituted to simulate real driving conditions, and they offer opportunities for researchers to satisfy regulations and predict emissions...

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Bibliographic Details

Published in:	Engineering applications of artificial intelligence Vol. 94
Main Authors:	Shin, Seunghyup, Lee, Youngbok, Kim, Minjae, Park, Jihwan, Lee, Sangyul, Min, Kyoungdoug
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2020
Subjects:	Bayesian optimization Deep neural networks Diesel engine Hyperparameter optimization NO[formula omitted] prediction Transient cycle Hyperparameter optimization Diesel engine Deep neural networks Transient cycle Bayesian optimization NOx prediction
ISSN:	0952-1976, 1873-6769
Online Access:	Get full text
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