Power Probabilistic Energy Flow Calculation for Integrated Energy System Considering Uncertainties of Renewable Energy Output and Load

Di Jin, Chenhang Sun, Zhiyi Yang, Ruifa Cao, Zhigang Zhang
{"title":"Power Probabilistic Energy Flow Calculation for Integrated Energy System Considering Uncertainties of Renewable Energy Output and Load","authors":"Di Jin, Chenhang Sun, Zhiyi Yang, Ruifa Cao, Zhigang Zhang","doi":"10.1145/3546000.3546031","DOIUrl":null,"url":null,"abstract":"The intermittent output of renewable energy and the load fluctuation bring many uncertainties to the integrated energy system. Therefore, this paper proposes a power probabilistic energy flow calculation method for integrated energy systems considering renewable energy output and load uncertainty. Firstly, the electricity-heat-gas integrated energy system's steady-state energy flow calculation model is constructed based on the energy hub model. On this basis, considering the uncertainty of renewable energy output and load, a probabilistic energy flow calculation method for integrated energy systems based on the Quasi-Monte Carlo simulation method is proposed for the probabilistic energy flow of electricity. Finally, the accuracy of the calculation method is verified by an example analysis.","PeriodicalId":196955,"journal":{"name":"Proceedings of the 6th International Conference on High Performance Compilation, Computing and Communications","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th International Conference on High Performance Compilation, Computing and Communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3546000.3546031","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

The intermittent output of renewable energy and the load fluctuation bring many uncertainties to the integrated energy system. Therefore, this paper proposes a power probabilistic energy flow calculation method for integrated energy systems considering renewable energy output and load uncertainty. Firstly, the electricity-heat-gas integrated energy system's steady-state energy flow calculation model is constructed based on the energy hub model. On this basis, considering the uncertainty of renewable energy output and load, a probabilistic energy flow calculation method for integrated energy systems based on the Quasi-Monte Carlo simulation method is proposed for the probabilistic energy flow of electricity. Finally, the accuracy of the calculation method is verified by an example analysis.
考虑可再生能源出力和负荷不确定性的综合能源系统功率概率能量流计算
可再生能源的间歇性输出和负荷波动给综合能源系统带来了诸多不确定性。为此,本文提出了一种考虑可再生能源输出和负荷不确定性的综合能源系统功率概率能量流计算方法。首先,基于能量枢纽模型构建了电-热-气一体化能源系统的稳态能量流计算模型;在此基础上,考虑可再生能源输出和负荷的不确定性,针对电力的概率能流,提出了一种基于准蒙特卡罗模拟法的综合能源系统概率能流计算方法。最后,通过算例分析验证了计算方法的准确性。
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