Prediction and optimization of emission in an agricultural harvest engine with biodiesel-diesel blends by a method of ANN and CMA-ES

Bowen Zheng,Jyh-Yuan Chen,Zhenghe Song,Enrong Mao,Quan Zhou,Zhenhao Luo,Kaidong Liu

Computers and Electronics in Agriculture（2022）

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摘要

•A biodiesel-diesel engine combustion and emission characteristics test was performed.•An artificial neural network high-precision model was set up.•Optimized parameters under the CMA-ES algorithm optimization could contribute to the reduction of engine emissions.

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关键词

Agricultural machinery,Diesel engine,Biodiesel,Artificial neural network,Covariance Matrix Adaptation

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