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模糊聚类分析在液压油性能评价中的运用
Application of Fuzzy Clustering in Performance Evaluation of Hydraulic Oil
【摘要】 介绍了模糊聚类的基本原理,指出了模糊聚类方法的具体步骤.采用极大极小法构成相似矩阵,运用传递闭包确定分类阈,通过分析统计量来确定最佳分类数目.以L-HL32普通液压油为例,对10个样品液压油的质量进行了分类.
【Abstract】 The basic principle of fuzzy clustering is introduced,and the concrete steps of the fuzzy clustering method are pointed out.The similarity matrix is formed by the minimax method,and the classification threshold is determined by the transfer closure.The optimal number of classifications is determined by the analysis of statistics.Taking L-HL32 ordinary hydraulic oil as an example,the quality of the hydraulic oil of 10 samples was classified.
【关键词】 液压油;
质量评价;
聚类;
最佳分类数;
【Key words】 Hydraulic oil; quality evaluation; clustering; optimum classification number;
【Key words】 Hydraulic oil; quality evaluation; clustering; optimum classification number;
【基金】 国家自然科学基金项目(61271158)
- 【文献出处】 徐州工程学院学报(自然科学版) ,Journal of Xuzhou Institute of Technology(Natural Sciences Edition) , 编辑部邮箱 ,2018年02期
- 【分类号】TE626.3;TP311.13
- 【被引频次】2
- 【下载频次】134