Multi-objective online optimization of a marine diesel engine using NSGA-II coupled with enhancing trained support vector machine

Xiaoxiao Niu,Hechun Wang,Song Hu,Chuanlei Yang,Yinyan Wang

Applied Thermal Engineering（2018）

引用 52|浏览4

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摘要

•A multi-objective online optimization approach for diesel engines is proposed.•A hierarchical control structure is proposed for online auto-optimizing.•A new enhancing training method for the SVM model is proposed.•The proposed online optimization approach shows an excellent performance.

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关键词

Multi-objective optimization,Marine diesel engine,NSGA-II,SVM,Pareto-optimal solution

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