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Power equipment reliability evaluation based on data mining

机译:基于数据挖掘的电力设备可靠性评估

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Electrical power equipment reliability is the basis of the stability operation of distribution network. Equipment reliability includes inherent reliability and operational reliability. Inherent reliability focus on familial defects. Operational reliability focus on meteorological, load rate and others. This paper evaluates power equipment reliability based on integration platform of Jiangsu province electric power company. The inherent reliability and operational reliability are researched separately. The quantitative relationship between fault and condition is researched based on data mining. Weighting coefficients is calculated to combine different factors. On this basis, the reliability evaluation model is constructed and develop the relative software. Operation shows that power equipment reliability evaluation system has engineer applicability and practicality.
机译:电力设备的可靠性是配电网稳定运行的基础。设备可靠性包括固有可靠性和操作可靠性。固有的可靠性着重于家族缺陷。运行可靠性集中在气象,负荷率等方面。本文基于江苏省电力公司集成平台对电力设备的可靠性进行了评估。固有可靠性和操作可靠性分别进行了研究。基于数据挖掘研究了故障与状态之间的定量关系。计算加权系数以结合不同的因素。在此基础上,构建可靠性评估模型并开发相关软件。运行表明,电力设备可靠性评估系统具有工程实用性和实用性。

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