MicrocomputerApplicationsVol.39,No.8,2023文章编号：1007-757X（2023)08-0182-04基于改进型随机森林算法的配网抢修故障量评估方法方鹏森'，印欣²，王荣辉"，李龙"，石岩1，赵冬云1（1.国网哈密供电公司，新疆，哈密839000；2.国网新疆电力有限公司，新疆，乌鲁木齐830000）摘要：为了提高配网抢修故障量质量和效率，提出了基于改进型随机森林算法的配网抢修故障量评估。进行设计了配电网抢修故障系统，包括监控主站、通信模块和故障定位监测模块三个部分。采用故障定位监测技术，通过数据通信与处理，实现配电网故障的快速抢修；采用改进型随机森林算法，实现配网故障抢修量的评估。实验表明，所提出的系统抢修故障量评估准确性在90%上下波动，最高可达97%，提高了配网抢修故障量评估能力。关键词：随机森林；配网抢修；故障量评估；大数据；定位监测中图分类号：TM723EvaluationMethodofDistributionNetworkEmergencyRepairFaultQuantityFANGPengsen',YINXin’,WANGRonghui',LILong',SHIYan',ZHAODongyun'(1.StateGridHamiElectricPowerSupplyCompany,Hami839000,China;2.StateGridXinjiangElectricPowerCo.,Ltd.,Wulumuqi830000,China)Abstract:Inordertoimprovethequalityandefficiencyofthedistributionnetworkemergencyrepairfailurequantity,thispaperproposesanimprovedrandomforestalgorithmtoevaluatethedistributionnetworkemergencyrepairfailurequantity.Adistri-butionnetworkemergencyrepairfailuresystemisdesigned,includingthemonitoringmasterstation,thecommunicationmod-uleandthefaultlocationmonitoringmodule.Thethreepartsusefaultlocationmonitoringtechnologytorealizerapidrepairofdistributionnetworkfaultsthroughdatacommunicationandprocessing,anduseanimprovedrandomforestalgorithmtoevalu-atetheamountofemergencyrepairsofdistributionnetworkfaults.Experimentsshowthattheevaluationaccuracyofthesys-tem'semergencyrepairfailurevolumestudiedinthispaperfluctuatesaround90%,themaximalvaluereaches97%,whichim-provestheevaluationcapabilityofthedistributionnetworkemergencyrepairfailurevolume.Keywords:randomforest;emergencyrepairofdistributionnetwork;faultquantityevaluation;bigdata;locationmonitoring搜索的方法，实现了配网故障抢修的功能，但该系统对配网0引言故障的判断存在着不足。...
