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• W4313253605 endingPage "9473" @default.
• W4313253605 startingPage "9462" @default.
• W4313253605 abstract "For the port injection hydrogen-fueled spark ignition (SI) engine modified from the Jialing JH600 gasoline engine, the hydrogen injection timing and ignition timing of the hydrogen SI engine are comprehensively optimized on the AVL-FIRE software based on the combination of design of experiment (DOE) and multiple population genetic algorithm (MPGA). Firstly, the effects of hydrogen injection timing and ignition timing on the performance of the hydrogen engine are investigated through the full factors design of experiment scheme, and then the optimum intervals of them are determined respectively. Secondly, the uniform design of experiments scheme is arranged, and the regression functions of indicated power, indicated thermal efficiency and emissions of the hydrogen engine under different working conditions are fitted. Then, the comprehensive optimization model is constructed. Finally, the optimum hydrogen injection timing and ignition timing of the hydrogen engine under different working conditions are solved based on MPGA. The results show that, compared with the standard genetic algorithm (SGA), the MPGA has faster convergence speed and higher convergence accuracy. In addition, as the load increases from low to high, the optimum hydrogen injection timing is advanced and the rate of variation increases from 0.6% to 1.1%, the optimum ignition timing is delayed and the rate of variation decreases from 29.1% to 17.8%." @default.
• W4313253605 created "2023-01-06" @default.
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• W4313253605 date "2023-03-01" @default.
• W4313253605 modified "2023-10-18" @default.
• W4313253605 title "Optimization of fuel injection timing and ignition timing of hydrogen fueled SI engine based on DOE-MPGA" @default.
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• W4313253605 doi "https://doi.org/10.1016/j.ijhydene.2022.12.068" @default.
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