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电力市场代理交易目标客户群体分析
引用本文:曹 敏,孙子雯,白泽洋,巨 健. 电力市场代理交易目标客户群体分析[J]. 电力需求侧管理, 2021, 23(1): 90-96. DOI: 10.3969/j.issn.1009-1831.2021.01.017
作者姓名:曹 敏  孙子雯  白泽洋  巨 健
作者单位:国网陕西省电力公司,西安710000;南京师范大学,南京210024;国网西安供电公司,西安710000;国网陕西省电力公司,西安710000
基金项目:国网陕西省电力公司2019年市场开拓项目(4600096348)
摘    要:为协助售电公司提升市场化售电服务质量,利用支持向量机-混沌时间序列模型对陕西省可参与市场化售电的用户用电量进行动态预测.然后根据对未参与市场化用户的用电预测偏差和成本降幅测算结果,对未参与市场化售电的用户进行分析与评估,并给出售电公司开展售电业务的代理建议.最后根据考核要求,利用已参与市场化客户的动态预测偏差值来进一步...

关 键 词:混沌时间序列  支持向量机  用电量预测  用户潜力
收稿时间:2020-10-28
修稿时间:2020-11-23

Analysis on target customer groups of agent transaction in power market
CAO Min,SUN Ziwen,BAI Zeyang,JU Jian. Analysis on target customer groups of agent transaction in power market[J]. Power Demand Side Management, 2021, 23(1): 90-96. DOI: 10.3969/j.issn.1009-1831.2021.01.017
Authors:CAO Min  SUN Ziwen  BAI Zeyang  JU Jian
Abstract:In order to assist the electricity sale company to improve the quality of the market-oriented sale service of electricity, support vector machine-chaotic time series model is used to dynamically predict the electricity consumption of users who can participate in market oriented electricity sales in Shaanxi. Then, users who do not participate in the marketization are analyzed and evaluated according to the calculation results of the deviation of electricity consumption forecast and the decrease of cost. Agent suggestions are given for electricity sale companies to carry out sale business. Finally, according to the requirements of the assessment, the dynamic prediction deviation value of the users who have partici-pated in the marketization is used to further analyze whether the users are assessed or not. The preliminary application results show that the electricity sale company has achieved good results in carrying out agency business from these two aspects, and the application can be further deepened.
Keywords:
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