基于台账数据图谱的设备家族缺陷预控检修技术

作为电力设备台账数据的关键字段,功能位置类型、品类、型号、厂家、设备参数、缺陷信息、运维信息等信息,以台账数据ID为主关键字组织在一起.过去由于缺乏有效手段挖掘,海量台账数据价值没有被挖掘.本文提出可供计算机实现的标准化技术,将任意台账数据表转化为稀疏邻接矩阵,再将邻接矩阵转化为图谱,根据台账数据图谱中同一功能位置类型...

Prevention and Maintenance Technology of Equipment Family Defects Based on Account Data Map

Function location type,category,model,manufacturer,equipment parameter,defect information and operation/maintenance information are key fields of electrical power system equipment account data,which are organized with account data ID as the main keyword.In the past,there was a lack of mining methods and a large amount of account data was not analyzed.In this paper,a standardized technique for computer implementation is proposed,which transforms any account data table into sparse adjacency matrix,and then transforms adjacency matrix into map.With the same functional location type in the account data map,according to the equipment model,manufacturer and technical parameters associated,the information of potential spare parts and the quality of account data can be got.With the same category and model,according to the function position type,defect appearance,defect reason and treatment measure field,family defects of equipment is got.According to the treatment measure field,the prevention and maintenance method for family defect of equipment can be formed.