Dynamic Planning for Feeder Capacity Enhancement of Active Distribution Network with Geographic Constraints of Distributed Renewables

Xinting Yang, Chuan Long, Shengyong Ye, Liyang Liu, Xuna Liu, Yuqi Han
{"title":"Dynamic Planning for Feeder Capacity Enhancement of Active Distribution Network with Geographic Constraints of Distributed Renewables","authors":"Xinting Yang, Chuan Long, Shengyong Ye, Liyang Liu, Xuna Liu, Yuqi Han","doi":"10.1109/CEECT55960.2022.10030198","DOIUrl":null,"url":null,"abstract":"In order to resolve power curtailment of distributed energy resources (DER) and use clean energy as much as possible, the ability of rooftop photovoltaic (PV) consumption has become a concern for utilities in scenarios of high penetration. This paper addresses the multistage dynamic feeder capacity enhancement planning problem of a distribution system where PV and energy storage systems (ESS) are jointly integrated, and a novel comprehensive planning method based on geographic constraints of distributed renewables is proposed. In this process, load growth and the development of PV and ESS limited by spatial capacity saturation are taken into account. At each planning stage, the operation conditions are divided into several typical day scenarios clustered from the history data. Accordingly, the underlying idea of dynamic programming is used to obtain an optimal solution. The object is to maximize the PV consumption rate. As constraints, the bus voltage, feeder power flow, charge and discharge power of ESS should be maintained within the standard level. Numerical results of an actual distribution system illustrate the effective performance of the proposed approach, and the power supply reliability improvement brought about by planning is also analyzed.","PeriodicalId":187017,"journal":{"name":"2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEECT55960.2022.10030198","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In order to resolve power curtailment of distributed energy resources (DER) and use clean energy as much as possible, the ability of rooftop photovoltaic (PV) consumption has become a concern for utilities in scenarios of high penetration. This paper addresses the multistage dynamic feeder capacity enhancement planning problem of a distribution system where PV and energy storage systems (ESS) are jointly integrated, and a novel comprehensive planning method based on geographic constraints of distributed renewables is proposed. In this process, load growth and the development of PV and ESS limited by spatial capacity saturation are taken into account. At each planning stage, the operation conditions are divided into several typical day scenarios clustered from the history data. Accordingly, the underlying idea of dynamic programming is used to obtain an optimal solution. The object is to maximize the PV consumption rate. As constraints, the bus voltage, feeder power flow, charge and discharge power of ESS should be maintained within the standard level. Numerical results of an actual distribution system illustrate the effective performance of the proposed approach, and the power supply reliability improvement brought about by planning is also analyzed.
分布式可再生能源地理约束下主动配电网馈线容量增强的动态规划
为了解决分布式能源(DER)的限电问题,尽可能地使用清洁能源,屋顶光伏(PV)的消纳能力已成为高渗透率场景下电力公司关注的问题。针对光伏与储能并网配电系统的多阶段动态馈线容量增强规划问题,提出了一种基于地理约束的分布式可再生能源综合规划方法。在此过程中,考虑了空间容量饱和所限制的负荷增长和光伏、ESS的发展。在每个规划阶段,根据历史数据聚类,将操作条件划分为几个典型的日场景。因此,利用动态规划的基本思想来求最优解。目标是最大化光伏消耗率。作为约束,ESS的母线电压、馈线潮流、充放电功率应保持在标准水平以内。一个实际配电系统的数值计算结果表明了该方法的有效性,并对规划所带来的供电可靠性的提高进行了分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信