考虑新能源渗透的电网侧灵活性资源优化调度和辅助服务成本分配模型

IF 2.9 4区 环境科学与生态学 Q3 ENERGY & FUELS Clean Energy Pub Date : 2024-05-22 DOI:10.1093/ce/zkae039
Bin Bai, Yanli Xiao, Rui Zhao, Xinrui Ju, Shangke Liu
{"title":"考虑新能源渗透的电网侧灵活性资源优化调度和辅助服务成本分配模型","authors":"Bin Bai, Yanli Xiao, Rui Zhao, Xinrui Ju, Shangke Liu","doi":"10.1093/ce/zkae039","DOIUrl":null,"url":null,"abstract":"\n Renewable energy has penetrated power grid enterprises on a large scale. Due to the intermittency and volatility of renewable energy generation, it is necessary to build new flexible grid-side resources to ensure the safe and stable operation of the power grid, which will cause great pressure on cost allocation for power grid enterprises. This article considers four types of flexible grid-side resources and constructs a dual-level configuration optimization model for flexible grid-side resources under the penetration of renewable energy. Based on the configuration results, the cost scale of flexible grid-side resources is estimated, and an improved ancillary service cost allocation model based on the Shapley value method is proposed to smooth the allocation of ancillary service costs in the cost of flexible grid-side resources between the two main bodies of renewable energy and load. The calculation results show that when the penetration rate of renewable energy power is 30% and 35%, respectively, the cost of flexible grid-side resources is 9.606 billion yuan and 21.518 billion yuan, respectively. The proportion of ancillary service costs allocated to load is relatively high, about five times that of the ancillary service costs allocated to renewable energy, and the higher the penetration rate of renewable energy, the higher the proportion of ancillary service costs allocated to renewable energy.","PeriodicalId":36703,"journal":{"name":"Clean Energy","volume":null,"pages":null},"PeriodicalIF":2.9000,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimal Scheduling of Grid-side Flexibility Resources and Auxiliary Service Cost Allocation Model Considering New Energy Penetration\",\"authors\":\"Bin Bai, Yanli Xiao, Rui Zhao, Xinrui Ju, Shangke Liu\",\"doi\":\"10.1093/ce/zkae039\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n Renewable energy has penetrated power grid enterprises on a large scale. Due to the intermittency and volatility of renewable energy generation, it is necessary to build new flexible grid-side resources to ensure the safe and stable operation of the power grid, which will cause great pressure on cost allocation for power grid enterprises. This article considers four types of flexible grid-side resources and constructs a dual-level configuration optimization model for flexible grid-side resources under the penetration of renewable energy. Based on the configuration results, the cost scale of flexible grid-side resources is estimated, and an improved ancillary service cost allocation model based on the Shapley value method is proposed to smooth the allocation of ancillary service costs in the cost of flexible grid-side resources between the two main bodies of renewable energy and load. The calculation results show that when the penetration rate of renewable energy power is 30% and 35%, respectively, the cost of flexible grid-side resources is 9.606 billion yuan and 21.518 billion yuan, respectively. The proportion of ancillary service costs allocated to load is relatively high, about five times that of the ancillary service costs allocated to renewable energy, and the higher the penetration rate of renewable energy, the higher the proportion of ancillary service costs allocated to renewable energy.\",\"PeriodicalId\":36703,\"journal\":{\"name\":\"Clean Energy\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2024-05-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clean Energy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/ce/zkae039\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clean Energy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/ce/zkae039","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0

摘要

可再生能源已大规模渗透电网企业。由于可再生能源发电的间歇性和波动性,需要建设新的柔性网侧资源来保障电网的安全稳定运行,这将给电网企业带来巨大的成本分配压力。本文考虑了四种类型的柔性网侧资源,构建了可再生能源渗透下的柔性网侧资源双级配置优化模型。基于配置结果,估算了柔性网侧资源的成本规模,并提出了基于 Shapley 值法的改进辅助服务成本分配模型,以平滑柔性网侧资源成本中辅助服务成本在可再生能源和负荷两大主体之间的分配。计算结果表明,当可再生能源电力渗透率分别为 30% 和 35% 时,柔性电网侧资源成本分别为 96.06 亿元和 215.18 亿元。分配给负荷的辅助服务成本比例相对较高,约为分配给可再生能源的辅助服务成本的 5 倍,且可再生能源渗透率越高,分配给可再生能源的辅助服务成本比例越高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Optimal Scheduling of Grid-side Flexibility Resources and Auxiliary Service Cost Allocation Model Considering New Energy Penetration
Renewable energy has penetrated power grid enterprises on a large scale. Due to the intermittency and volatility of renewable energy generation, it is necessary to build new flexible grid-side resources to ensure the safe and stable operation of the power grid, which will cause great pressure on cost allocation for power grid enterprises. This article considers four types of flexible grid-side resources and constructs a dual-level configuration optimization model for flexible grid-side resources under the penetration of renewable energy. Based on the configuration results, the cost scale of flexible grid-side resources is estimated, and an improved ancillary service cost allocation model based on the Shapley value method is proposed to smooth the allocation of ancillary service costs in the cost of flexible grid-side resources between the two main bodies of renewable energy and load. The calculation results show that when the penetration rate of renewable energy power is 30% and 35%, respectively, the cost of flexible grid-side resources is 9.606 billion yuan and 21.518 billion yuan, respectively. The proportion of ancillary service costs allocated to load is relatively high, about five times that of the ancillary service costs allocated to renewable energy, and the higher the penetration rate of renewable energy, the higher the proportion of ancillary service costs allocated to renewable energy.
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
Clean Energy
Clean Energy Environmental Science-Management, Monitoring, Policy and Law
CiteScore
4.00
自引率
13.00%
发文量
55
期刊最新文献
Scenario of solar energy and policies in India Enhancing Fault Clearing Algorithm for Renewable Energy-based Distribution Systems Using Artificial Neural Networks A numerical investigation on the effect of altering compression ratio, injection timing, and injection duration on the performance of a diesel engine fuelled with diesel-biodiesel-butanol blend Improved Sliding Mode Control for Tracking Global Maximum Power of Triple Series Parallel Ladder Photovoltaic Array under Uneven Shadowing Expert perspective on technological choice for cooking energy transition in Nepal
×
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