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Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine

Aimed at the problem of exhaust gas recirculation (EGR) performance evaluation and optimal EGR rate determination of turbocharged diesel engines, an optimized decision-making method, based on grey theory and entropy weight, was proposed. The internal combustion pressure, fuel consumption rate, NO(X)...

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Autores principales: Yang, Chuan-lei, Zu, Xiang-huan, Wang, He-Chun, Wang, Yin-yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030303/
https://www.ncbi.nlm.nih.gov/pubmed/30110429
http://dx.doi.org/10.1098/rsos.172112
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author Yang, Chuan-lei
Zu, Xiang-huan
Wang, He-Chun
Wang, Yin-yan
author_facet Yang, Chuan-lei
Zu, Xiang-huan
Wang, He-Chun
Wang, Yin-yan
author_sort Yang, Chuan-lei
collection PubMed
description Aimed at the problem of exhaust gas recirculation (EGR) performance evaluation and optimal EGR rate determination of turbocharged diesel engines, an optimized decision-making method, based on grey theory and entropy weight, was proposed. The internal combustion pressure, fuel consumption rate, NO(X), CO and smoke were selected as the decision-making targets and the initial decision-making model was established based on the traditional grey decision-making theory. According to the characteristics and optimization requirements of EGR, the optimal compromise between combustion and emission performance is proposed to transform into decision-making target weighting problem, then an optimized subjective weighting method based on expert scoring and grey relational analysis is proposed. Finally, the entropy weight method was used to solve the objective weight and the optimized multi-objective grey decision-making model was established, which can not only weaken the human error of subjective empowerment, but also fully explore the intrinsic relationship of the evaluation indexes. At last, an optimization simulation platform for EGR performance evaluation based on MATLB/GUIDE was designed and established. The results show that the optimization simulation platform can effectively improve the efficiency of simulation calculation, which is more convenient for practical engineering applications. The optimized method can successfully realize EGR performance evaluation and optimal EGR rate determination under different working conditions. The decision-making result was consistent with the present EGR control strategies, which provide a new research idea for EGR performance optimization.
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spelling pubmed-60303032018-07-17 Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine Yang, Chuan-lei Zu, Xiang-huan Wang, He-Chun Wang, Yin-yan R Soc Open Sci Engineering Aimed at the problem of exhaust gas recirculation (EGR) performance evaluation and optimal EGR rate determination of turbocharged diesel engines, an optimized decision-making method, based on grey theory and entropy weight, was proposed. The internal combustion pressure, fuel consumption rate, NO(X), CO and smoke were selected as the decision-making targets and the initial decision-making model was established based on the traditional grey decision-making theory. According to the characteristics and optimization requirements of EGR, the optimal compromise between combustion and emission performance is proposed to transform into decision-making target weighting problem, then an optimized subjective weighting method based on expert scoring and grey relational analysis is proposed. Finally, the entropy weight method was used to solve the objective weight and the optimized multi-objective grey decision-making model was established, which can not only weaken the human error of subjective empowerment, but also fully explore the intrinsic relationship of the evaluation indexes. At last, an optimization simulation platform for EGR performance evaluation based on MATLB/GUIDE was designed and established. The results show that the optimization simulation platform can effectively improve the efficiency of simulation calculation, which is more convenient for practical engineering applications. The optimized method can successfully realize EGR performance evaluation and optimal EGR rate determination under different working conditions. The decision-making result was consistent with the present EGR control strategies, which provide a new research idea for EGR performance optimization. The Royal Society Publishing 2018-06-27 /pmc/articles/PMC6030303/ /pubmed/30110429 http://dx.doi.org/10.1098/rsos.172112 Text en © 2018 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Engineering
Yang, Chuan-lei
Zu, Xiang-huan
Wang, He-Chun
Wang, Yin-yan
Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
title Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
title_full Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
title_fullStr Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
title_full_unstemmed Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
title_short Optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
title_sort optimized modelling and application of exhaust gas recirculation performance evaluation of turbocharged diesel engine
topic Engineering
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030303/
https://www.ncbi.nlm.nih.gov/pubmed/30110429
http://dx.doi.org/10.1098/rsos.172112
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