电力系统灵活性的量化:综述

Abhishek Harit, P. Jain, S. Yamujala, R. Bhakar
{"title":"电力系统灵活性的量化:综述","authors":"Abhishek Harit, P. Jain, S. Yamujala, R. Bhakar","doi":"10.1109/OTCON56053.2023.10113939","DOIUrl":null,"url":null,"abstract":"Traditional power system operations rely on controllable fossil fuel-based generators to meet unanticipated changes in electricity demand and contingencies. However, high penetration of Renewable Energy Sources (RES), especially solar and wind, increases randomness in the netload. This intermittency leads to inaccurate netload prediction and loadgeneration imbalances. Power systems with a high share ofRES require additional operational flexibility to cope with supplydemand mismatches. While flexibility can be enhanced using various measures, system operators need to quantify its requirements and availability in the system to ensure smooth real-time operations. Recent literature presents various methods for flexibility quantification. To consolidate various works presented in the domain, this paper presents a detailed literature review on flexibility quantification methods. Based on the mathematical formulation, the literature is classified into 1) Deterministic and 2) Probabilistic approaches. Further, the work highlights the challenges of each quantification method. Finally, this paper highlights the impact of flexible resource failure on power system operations and emphasizes the need to consider reliability of resources in the quantification methods.","PeriodicalId":265966,"journal":{"name":"2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quantification of Power System Flexibility: A Review\",\"authors\":\"Abhishek Harit, P. Jain, S. Yamujala, R. Bhakar\",\"doi\":\"10.1109/OTCON56053.2023.10113939\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Traditional power system operations rely on controllable fossil fuel-based generators to meet unanticipated changes in electricity demand and contingencies. However, high penetration of Renewable Energy Sources (RES), especially solar and wind, increases randomness in the netload. This intermittency leads to inaccurate netload prediction and loadgeneration imbalances. Power systems with a high share ofRES require additional operational flexibility to cope with supplydemand mismatches. While flexibility can be enhanced using various measures, system operators need to quantify its requirements and availability in the system to ensure smooth real-time operations. Recent literature presents various methods for flexibility quantification. To consolidate various works presented in the domain, this paper presents a detailed literature review on flexibility quantification methods. Based on the mathematical formulation, the literature is classified into 1) Deterministic and 2) Probabilistic approaches. Further, the work highlights the challenges of each quantification method. Finally, this paper highlights the impact of flexible resource failure on power system operations and emphasizes the need to consider reliability of resources in the quantification methods.\",\"PeriodicalId\":265966,\"journal\":{\"name\":\"2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/OTCON56053.2023.10113939\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/OTCON56053.2023.10113939","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

传统的电力系统运行依赖于可控的化石燃料发电机来满足电力需求和突发事件的意外变化。然而,可再生能源(RES)的高渗透率,特别是太阳能和风能,增加了电网负荷的随机性。这种间歇性导致不准确的网络负载预测和负载生成不平衡。具有高可再生能源份额的电力系统需要额外的操作灵活性来应对供需不匹配。虽然可以通过各种措施提高灵活性,但系统操作员需要量化其要求和系统中的可用性,以确保顺利实时运行。最近的文献提出了各种方法的灵活性量化。为了整合该领域的各种研究成果,本文对柔性量化方法进行了详细的文献综述。根据数学公式,文献分为1)确定性和2)概率方法。此外,这项工作强调了每种量化方法的挑战。最后,强调了柔性资源失效对电力系统运行的影响,并强调在量化方法中需要考虑资源的可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantification of Power System Flexibility: A Review
Traditional power system operations rely on controllable fossil fuel-based generators to meet unanticipated changes in electricity demand and contingencies. However, high penetration of Renewable Energy Sources (RES), especially solar and wind, increases randomness in the netload. This intermittency leads to inaccurate netload prediction and loadgeneration imbalances. Power systems with a high share ofRES require additional operational flexibility to cope with supplydemand mismatches. While flexibility can be enhanced using various measures, system operators need to quantify its requirements and availability in the system to ensure smooth real-time operations. Recent literature presents various methods for flexibility quantification. To consolidate various works presented in the domain, this paper presents a detailed literature review on flexibility quantification methods. Based on the mathematical formulation, the literature is classified into 1) Deterministic and 2) Probabilistic approaches. Further, the work highlights the challenges of each quantification method. Finally, this paper highlights the impact of flexible resource failure on power system operations and emphasizes the need to consider reliability of resources in the quantification methods.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:604180095
Book学术官方微信