电力科学与技术学报2024,Vol.39Issue(2) :64-73.DOI:10.19781/j.issn.1673-9140.2024.02.008

考虑灵活性的交直流混联配电网分布鲁棒优化运行

Distributionally robust optimal operation of AC/DC hybrid distribution network considering flexibility evaluation index

张振强 王宏波 赵阳 范岳 李雪晴 艾欣
电力科学与技术学报2024,Vol.39Issue(2) :64-73.DOI:10.19781/j.issn.1673-9140.2024.02.008

考虑灵活性的交直流混联配电网分布鲁棒优化运行

Distributionally robust optimal operation of AC/DC hybrid distribution network considering flexibility evaluation index

张振强 1王宏波 1赵阳 1范岳 1李雪晴 2艾欣2
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作者信息

  • 1. 国网冀北电力有限公司智能配电网中心,河北秦皇岛 066100
  • 2. 华北电力大学电气与电子工程学院,北京 102206
  • 折叠

摘要

为适应未来配电网交直流混联的配电方式、应对新能源不确定性带来的运行灵活性调节量不足问题,提出一种考虑灵活性的交直流混联配电网两阶段分布鲁棒优化运行模型.首先,在交直流混联配电网架构下,分析其灵活性资源供需关系,定义上调/下调灵活性裕度指标;其次,综合考虑系统中各类约束,构建描述配电网经济性、新能源消纳性与灵活性的优化运行模型,结合数据驱动生成的风光典型场景,采用基于综合范数距离的分布鲁棒优化方法处理风、光出力不确定性,并根据优化变量的出力特性构建两阶段分布鲁棒优化运行模型;最后,对模型进行凸性转化与求解,通过修改的33节点交直流混联配电网算例验证模型的有效性.

Abstract

To adapt to the future power distribution mode of AC/DC hybrid distribution network and address the lack of operational flexibility adjustment caused by the uncertainty of renewable energy, a two-stage distributionally robust optimization operation model for AC/DC hybrid distribution networks considering flexibility is proposed. Firstly, under the framework of AC/DC hybrid distribution network, the supply and demand relationship of flexible resources is analyzed, and the upward/downward flexibility evaluation index is defined. Secondly, considering various constraints in the system, an optimal operation model describing the economy, renewable energy consumption, and flexibility of the distribution network is constructed. Combined with data-driven typical wind and solar scenarios, a distributionally robust optimization method based on the comprehensive norm distance is adopted to deal with the uncertainty of wind and solar power output. And a two-stage distributionally robust optimization operation model is constructed according to the output characteristics of optimization variables. Finally, convex transformation and solution of the model are carried out, and the validity of the model is verified through a modified 33-node AC/DC hybrid distribution network.

关键词

交直流混联配电网/新能源不确定性/灵活性裕度指标/两阶段分布鲁棒优化

Key words

AC/DC hybrid distribution network/uncertainty of new energy/flexibility evaluation index/two-stage distributionally robust optimization

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基金项目

国家电网冀北电力有限公司科技项目(B7014421000Z)

出版年

2024
电力科学与技术学报
长沙理工大学

电力科学与技术学报

CSTPCD北大核心
影响因子:0.85
ISSN:1673-9140
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