Renewables Integration and Probabilistic Information Processing

D. Kim, G. Georgiev, K. Bostanbekov, R. Lyssenko, N. Markovskaya
{"title":"Renewables Integration and Probabilistic Information Processing","authors":"D. Kim, G. Georgiev, K. Bostanbekov, R. Lyssenko, N. Markovskaya","doi":"10.1109/WECONF51603.2021.9470665","DOIUrl":null,"url":null,"abstract":"This work studies the functioning of the power system, taking into account renewable energy sources (RES) in the generation structure in terms of power balance and voltage maintenance. We consider a mathematical model of the functioning of the power system with a solar power plant (SPP) based on a simplified Kazakh power grid and investigate the problem of its control at the maximum power capacity of SPP. Within the framework of the model we give an example where the operational control of the power system by means of reactive power of capacitor banks allows us to increase the maximum power of the SPP compared to deterministic methods of power system control, but it excludes from consideration some unlikely scenarios of its active generation. The results show that with the integration of large RES plants there is a need to refine the existing centralized power system control system in the form of intelligent tools for managing reactive power flows, associated with a probabilistic description of generation and forecasting of RES.","PeriodicalId":267775,"journal":{"name":"2021 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WECONF51603.2021.9470665","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

This work studies the functioning of the power system, taking into account renewable energy sources (RES) in the generation structure in terms of power balance and voltage maintenance. We consider a mathematical model of the functioning of the power system with a solar power plant (SPP) based on a simplified Kazakh power grid and investigate the problem of its control at the maximum power capacity of SPP. Within the framework of the model we give an example where the operational control of the power system by means of reactive power of capacitor banks allows us to increase the maximum power of the SPP compared to deterministic methods of power system control, but it excludes from consideration some unlikely scenarios of its active generation. The results show that with the integration of large RES plants there is a need to refine the existing centralized power system control system in the form of intelligent tools for managing reactive power flows, associated with a probabilistic description of generation and forecasting of RES.
可再生能源集成与概率信息处理
这项工作研究电力系统的功能,考虑到可再生能源(RES)在发电结构中的功率平衡和电压维护。我们考虑一个数学模型功能的电力系统与太阳能发电厂(SPP)基于一个简化的哈萨克斯坦电网和调查其控制问题的最大发电量SPP。模型的框架内,我们举个例子的运行控制电力系统的无功功率电容器银行允许我们增加的最大力量SPP和确定性的电力系统控制方法相比,但它排除了一些不太可能发生的情况。结果表明,随着大型可再生能源电厂的整合,需要以智能工具的形式改进现有的集中式电力系统控制系统,以管理无功潮流,并与可再生能源发电的概率描述和预测相关联。
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:604180095
Book学术官方微信
小红书