信息技术管理2019年6期

基于数据挖掘的分布式光伏结算管理研究
林春红,仲立军,彭斐,郑辉
(国网浙江省电力有限公司嘉兴供电公司,浙江 嘉兴 314033)

摘  要:分布式光伏近年来呈现爆发式增长趋势,供电公司面临用户服务、结算效率和支付安全等多重挑战。嘉兴供电公司通过对国网系统相关单位进行调研访谈,并借鉴大数据分析的理念,对大量非结构化数据进行汇总分析,确定了分布式光伏结算管理中存在的五类问题及每类问题的高频场景,通过整合业务流程、提升系统功能、强化部门协作等举措提升分布式光伏结算管理水平。


关键词:分布式光伏;数据挖掘;系统优化



中图分类号:TM914.4         文献标识码:A         文章编号:2096-4706(2019)06-0178-03


Research on Distributed Photovoltaic Settlement Management Based on Data Mining
LIN Chunhong,ZHONG Lijun,PENG Fei,ZHENG Hui
(Jiaxing Power Supply Company,State Grid Zhejiang Electric Power Co.,Ltd.,Jiaxing 314033,China)

Abstract:Distributed photovoltaic (DPV) has shown an explosive growth trend in recent years. Power supply companies are facing multiple challenges such as user service,settlement efficiency and payment security. Through investigation and interviews with relevant units of State Grid system,and drawing lessons from the concept of big data analysis,summarized and analyzed a large number of unstructured data,five kinds of problems and high frequency scenarios of each kind of problems in distributed photovoltaic settlement management are identified. The management level of distributed photovoltaic settlement can be improved by integrating business processes,improving system functions and strengthening department collaboration.

Keywords:distributed photovoltaic;data mining;system optimization


参考文献:

[1] 郭丽平,蔡永自. 浅析分布式光伏上网结算问题及管理优化 [J]. 消费导刊,2016(9):199.

[2] 蒋晓峰. 分布式光伏业务拓展、抄核、结算一体化管理思考 [J]. 财经界(学术版),2017(23):62.


作者简介:

林春红(1975.06-),女,汉族,浙江海盐人,财务资产部主任,高级会计师,硕士,研究方向:财务管理;

仲立军(1975.10-),男,汉族,江西赣州人,运营监测(控)中心主任,高级经济师,硕士,研究方向:企业管理;

彭斐(1978.09-),女,汉族,江西吉安人,财务资产部副主任,高级会计师,本科,研究方向:财务管理;

郑辉(1988.04-),男,汉族,湖北咸宁人,财务资产部专职,会计师,硕士,研究方向:财务管理。