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基于实例推理的柴油机辅助匹配选型的研究

On Applying Case-based Reasoning in Aided Matching and Selection of Diesel Engine

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【作者】 崔凯廖希亮马新建闫伟

【Author】 CUI Kai1a,LIAO Xi-liang1a,Ma Xin-jian2,YAN Wei1b(1.a.School of Mechanical Engineering;b.School of Energy and Power Engineering,Shandong University,Jinnan 250061,China;2.Shandong Landun Motorcycle Limited Company,Tai′an 271000,China)

【机构】 山东大学机械工程学院山东蓝盾摩托车有限责任公司山东大学能源与动力工程学院

【摘要】 以柴油机的匹配选型为应用背景,研究并开发了一个基于案例推理的柴油机辅助匹配选型系统原型,以实现对柴油机的匹配选型。系统依据柴油机的用途和主要特征属性将柴油机进行分类,根据层次分析(AHP)法确定各特征项的权重,进而根据最近邻算法对某一种类的案例集进行检索排序,最后构建了软件原型系统。通过对柴油机匹配选型案例进行仿真测试,表明了设计思想是合理的,实现方法是有效的。

【Abstract】 For developing the matching and selection of diesel engine system,this paper proposed a prototype system to solve the problem encountered in intelligent matching and selection of diesel engine on the basis of CBR(case-based reasoning).The diesel engines are classified according to application and characteristic,the weight of each feature is determined according to the AHP method.Then,all cases were retrieved and sort by similarity with k-nearest algorithm.At last,the prototype is established.The emulation test to the software of matching and selection of the diesel engine proves that the design is reasonable and valid and effective.

【基金】 国家863高技术项目(2007AA04Z138);山东省优秀中青年科学家科研奖励基金(2007BS01005)
  • 【文献出处】 内燃机与动力装置 ,Internal Combustion Engine & Powerplant , 编辑部邮箱 ,2011年03期
  • 【分类号】TK42
  • 【被引频次】4
  • 【下载频次】65
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