Research on Multi-Time-Scale Robust Economic Dispatch of Microgrid Considering Discrete Events

Liyan Wang, Lei Chen, Jian Du, Lu Tan, Xiaoyang Song, Chongyou Xu, Wenwen Sun
{"title":"Research on Multi-Time-Scale Robust Economic Dispatch of Microgrid Considering Discrete Events","authors":"Liyan Wang, Lei Chen, Jian Du, Lu Tan, Xiaoyang Song, Chongyou Xu, Wenwen Sun","doi":"10.1109/icet55676.2022.9824084","DOIUrl":null,"url":null,"abstract":"Flexible on-grid/off-grid microgrids can improve the resilience of distribution grids and achieve autonomous management of distributed energy. The economic dispatch of microgrid considering the uncertainty of renewable energy can fully absorb distributed energy, ensure grid security, improve power quality, and reduce operating costs. In order to realize multi-time-scale robust economic dispatch of microgrid considering discrete events, the microgrid dispatching models and results using different uncertainty analysis methods are compared and analyzed. It is proved that the data-driven distributed robust optimization method can take into account the model’s economy and conservatism at the same time. Aiming at the improvement of Day-ahead-Intraday-Real-time forecast accuracy of renewable energy and load, based on the model predictive control theory, a rolling scheduling strategy for multi-time scale collaborative optimization of microgrid is designed. The proposed optimal scheduling strategy can effectively deal with discrete events in the microgrid and realize the safe and economical operation of the microgrid.","PeriodicalId":166358,"journal":{"name":"2022 IEEE 5th International Conference on Electronics Technology (ICET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 5th International Conference on Electronics Technology (ICET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icet55676.2022.9824084","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

Flexible on-grid/off-grid microgrids can improve the resilience of distribution grids and achieve autonomous management of distributed energy. The economic dispatch of microgrid considering the uncertainty of renewable energy can fully absorb distributed energy, ensure grid security, improve power quality, and reduce operating costs. In order to realize multi-time-scale robust economic dispatch of microgrid considering discrete events, the microgrid dispatching models and results using different uncertainty analysis methods are compared and analyzed. It is proved that the data-driven distributed robust optimization method can take into account the model’s economy and conservatism at the same time. Aiming at the improvement of Day-ahead-Intraday-Real-time forecast accuracy of renewable energy and load, based on the model predictive control theory, a rolling scheduling strategy for multi-time scale collaborative optimization of microgrid is designed. The proposed optimal scheduling strategy can effectively deal with discrete events in the microgrid and realize the safe and economical operation of the microgrid.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
考虑离散事件的微电网多时间尺度鲁棒经济调度研究
灵活的并网/离网微电网可以提高配电网的弹性,实现分布式能源的自主管理。考虑可再生能源不确定性的微电网经济调度,可以充分吸收分布式能源,保证电网安全,提高电能质量,降低运行成本。为了实现考虑离散事件的微网多时间尺度鲁棒经济调度,对采用不同不确定性分析方法的微网调度模型和结果进行了比较分析。结果表明,数据驱动的分布式鲁棒优化方法能够兼顾模型的经济性和稳健性。为了提高可再生能源和负荷的日前-当日-实时预测精度,基于模型预测控制理论,设计了一种微电网多时间尺度协同优化的滚动调度策略。所提出的最优调度策略能够有效地处理微电网中的离散事件,实现微电网的安全经济运行。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Research on Tanks Combat Automatic Decision Using Multi-agent A2C Algorithm Electrical and Thermal Analyses of RF-Power GaN HEMT Devices and Layout Optimization Recognition of Catenary Mast Number in Rail Transit A Novel Dual-Polarized Millimeter Wave Filtering Antenna for 5G Applications Text Matching Model with Multi-granularity Term Alignment
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1