基于排污企业用电特性的异常生产识别技术研究与实现  

Research and Implementation of Abnormal Production Identification Technology Based on Electricity Consumption Characteristics of Sewage Companies

作　　者：郭飞 周怡 闫振华 吴佳静 王亮 万鹏 李秀广 GUO Fei;ZHOU Yi;YAN Zhenhua;WU Jiajing;WANG Liang;WAN Peng;LI Xiuguang(State Grid Ningxia Electric Power Co.,Ltd.,Yinchuan 750000 China;Information and Communication Company,State Grid Ningxia Electric Power Co.,Ltd.,Yinchuan 750000,China;Ningxia Electrical Power Research Institute of State Grid,Yinchuan 750000,China;Ningxia Information and Communication Network Technology Co.,Ltd.,Yinchuan 750000,China)

机构地区：[1]国网宁夏电力有限公司,宁夏银川750000 [2]国网宁夏电力有限公司,信息通信公司,宁夏银川750000 [3]国网宁夏电力有限公司,电力科学研究院,宁夏银川750000 [4]宁夏信通网络科技有限公司,宁夏银川750000

出　　处：《微型电脑应用》2023年第2期41-44,49,共5页Microcomputer Applications

基　　金：宁夏自治区自然科学基金(2020AAC03488)。

摘　　要：针对现有环保管控监管方法无法精准研判排污企业异常生产识别与环保指令研判的问题,文章聚焦重点排污企业用户,挖掘分析用电特性数据,构建污染企业异常生产研判与识别模型、企业环保指令响应评估模型。将企业用电数据、环保指令数据等接入数据中台,构建分析数据集,在数据标记的基础上采用聚类分析挖掘企业典型生产曲线,计算排污企业环保指令响应概率。基于中台建立Smartbi数据分析场景,为监管部门提供预警,助力环保监控工作提升。Aiming at the problem that the existing environmental protection control and supervision methods cannot accurately study and judge the abnormal production identification of polluting enterprises and their environmental protection instructions, this paper focuses on users of key pollutant companies, to mine and analyze electricity consumption characteristics data, and construct a research and identification model for abnormal production of polluting companies and an evaluation model for corporate environmental protection command response. It connects enterprise electricity consumption data, environmental protection instruction data, etc. to construct a data set, uses cluster analysis to mine the typical production curve of the enterprise on the basis of data labeling, and calculates the response probability of polluting enterprises’ environmental protection instruction. Based on the establishment of Smartbi data analysis scenarios in the middle station, it provides early warning for regulatory authorities and helps improve environmental monitoring.

关 键 词：排污企业 用电特性 异常生产 指令响应 场景部署 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]