| Application of neural network in the study of combustion rate of natural gas/diesel dual fuel engine |
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| 作者姓名： | 严兆大 周重光 苏石川 刘震涛 王希珍 |
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| 作者单位： | Department of Energy Engineering，Zhejiang University，Hangzhou 310027，China |
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| 基金项目： | ProjectsupportedbyNationalLab .forAutomotiveEngineandSafety，TsinghuaUniversity，China |
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| 摘 要： | ＩＮＴＲＯＤＵＣＴＩＯＮＷｉｔｈｔｈｅｗｏｒｌｄｆａｃｉｎｇｓｅｒｉｏｕｓｐｏｌｌｕｔｉｏｎｏｆｅｎ ｖｉｒｏｎｍｅｎｔａｎｄｉｎｅｖｉｔａｂｌｅｄｅｃｌｉｎｉｎｇｒｅｓｏｕｒｃｅｓｏｆｅｎｅｒｇｙ,ｔｈｅｄｅｖｅｌｏｐｍｅｎｔｏｆｌｏｗｅｒｐｏｌｌｕｔｉｏｎａｎｄｌｏｗｅｒｅｎｅｒｇｙｃｏｎｓｕｍｐｔｉｏｎａｕｔｏｍｏｂｉｌｅｈａｓｂｅ ｃｏｍｅａｍａｊｏｒｒｅｓｅａｒｃｈｔａｒｇｅｔ.Ｔｈｅｈｉｇｈｅｆｆｉｃｉｅｎ ｃｙａｎｄｌｏｗｐｏｌｌｕｔｉｏｎｎａｔｕｒａｌｇａｓ ｄｉｅｓｅｌｄｕａｌｆｕｅ…
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Application of neural network in the study of combustion rate of natural gas/diesel dual fuel engine |
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| YAN Zhao-da,ZHOU Chong-guang,SU Shi-chuan,LIU Zhen-tao,WANG Xi-zhen.Application of neural network in the study of combustion rate of natural gas/diesel dual fuel engine[J].Journal of Zhejiang University Science,2003(2). |
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| Authors: | YAN Zhao-da ZHOU Chong-guang SU Shi-chuan LIU Zhen-tao WANG Xi-zhen |
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| Abstract: | In order to predict and improve the performance of natural gas/diesel dual fuel engine (DFE), a combustion rate model based on forward neural network was built to study the combustion process of the DFE. The effect of the operatin g parameters on combustion rate was also studied by means of this model. The stu dy showed that the predicted results were good agreement with the experimental d a ta. It was proved that the developed combustion rate model could be used to succ essfully predict and optimize the combustion process of dual fuel engine. |
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| Keywords: | Dual fuel engine Forward neural network Rate of combu stion |
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