基于模糊聚类算法的电能计量箱接插件性能评估方法

Performance evaluation method of energy metering box connector based on fuzzy clustering algorithm

金属接插件的机械、电气等性能直接影响电能计量箱的质量和寿命,目前尚无快速性能评估方法。文中研究电能计量箱金属接插件金属元素含量与性能直接的映射关系,提出基于模糊C均值算法的接插件金属元素含量聚类分析方法。采用层次分析法分析金属接插件的机械、电气等性能权重,并运用模糊C均值算法建立标准库,使得具有相同或者相似金属元素含量的电能计量箱金属接插件基本划分为同一类,实现电能计量箱接插件性能的快速评估。

The mechanical and electrical properties of metal connectors directly affect the quality and life of the energy metering box.Currently,there is no rapid performance evaluation method.In this paper,the direct mapping relationship between metal element content and performance of metal connectors in energy metering box is studied.A clustering analysis method based on fuzzy C-means algorithm for metal element content of connectors is proposed.The analytic hierarchy process(AHP)method is adopted to analyze the mechanical and electrical performance weights of metal connectors,and the fuzzy C-means algorithm is adopted to establish a standard library,so that the energy metering boxes with the same or similar metal element content are basically divided into the same class,so as to achieve a quick evaluation of the performance of the energy metering box connector.