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基于RBF优化控制氢燃料发动机点火提前角
引用本文:杨振中,刘海潮. 基于RBF优化控制氢燃料发动机点火提前角[J]. 车用发动机, 2006, 0(3): 35-38
作者姓名:杨振中  刘海潮
作者单位:1. 华北水利水电学院机械工程系,河南,郑州,450011;浙江大学机械与能源工程学院,浙江,杭州,310027
2. 华北水利水电学院机械工程系,河南,郑州,450011
基金项目:美国GM(中国)公司资助项目,中国科学院资助项目,河南省科技攻关项目,河南省郑州市科技基金
摘    要:基于RBF神经网络构建氢(H2)燃料发动机最佳点火提前角优化模型,对点火提前角进行优化控制,改善H2燃料发动机动力性、经济性以及排放性能。试验结果表明,该模型能预测H2燃料发动机最佳点火提前角,并可以大大减轻标定试验工作量。

关 键 词:氢内燃机  点火提前角  径向基函数  神经网络
文章编号:1001-2222(2006)03-0035-04
收稿时间:2006-02-15
修稿时间:2006-03-20

Optimize Advanced Ignition Angel of Hydrogen-fueled Engines Based on RBF Neutral Network
YANG Zhen-zhong,LIU Hai-chao. Optimize Advanced Ignition Angel of Hydrogen-fueled Engines Based on RBF Neutral Network[J]. Vehicle Engine, 2006, 0(3): 35-38
Authors:YANG Zhen-zhong  LIU Hai-chao
Affiliation:1. Water Conservancy and Hydroelectronic Power, North China Institute, Zhengzhou 450011, China; 2. College of Mechanical and Energy Engineering, Zhejiang University, Hangzhou 310027, China
Abstract:Constructs the ignition timing optimization model of the hydrogen-fueled engine based on the RBF neural network.The optimized control to the advanced ignition angel improves the hydrogen-fueled engine power,economy of fuel and characteristic of exhaust gas.The result indicates,the model can accurately forecast the ignition timing of the hydrogen-fueled engine,and may lighten the standard experiment work greatly.
Keywords:hydrogen internal combustion engine  advanced ignition angel  radial basis function(RBF)  neutral network  
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