Optimal Sizing of BESS Considering Economic Dispatch and VRE in Thailand Generation System

Audchara Yimprapai, S. Chaitusaney
{"title":"Optimal Sizing of BESS Considering Economic Dispatch and VRE in Thailand Generation System","authors":"Audchara Yimprapai, S. Chaitusaney","doi":"10.1109/CyberneticsCom55287.2022.9865363","DOIUrl":null,"url":null,"abstract":"The increasing proportion of renewable energy (RE) in a power system causes many problems such as duck curve phenomenon, making its load curve and conventional generator operations change. These issues have become significant concerns. If the difference of the load curve is a huge ramp, the operating costs of the conventional generation will increase. In recent years, the price of battery energy storage system (BESS) has been decreasing continuously. With its fast response characteristic, the BESS is a potential candidate to mitigate the load curve issue. Therefore, this paper proposes an economic dispatch method for minimizing the operating costs of conventional generation integrated with RE generation and the BESS. Besides, the detailed analysis based on Thailand's power generation is provided to achieve the optimal BESS size. According to Power Development Plan (PDP) 2018, the RE generation comprises photovoltaic (PV) and wind generation while the conventional generation consists of combined-cycle and coal thermal generation. The proposed method was performed using the optimization toolbox in MATLAB programming. The amount of RE generation is swept through 10 to 140 percent of its initial value while the amount of conventional generation is constant. The simulation results show that if the RE generation reaches 90 percent, the BESS is required. To obtain the lowest system operating cost, the optimal size of the BESS under the state of charge (SoC) constraint of 50 percent is 3,463.82 MWh. In summary, this proposed method helps deal with the future growth of VRE generation in Thailand's electrical system.","PeriodicalId":178279,"journal":{"name":"2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CyberneticsCom55287.2022.9865363","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 increasing proportion of renewable energy (RE) in a power system causes many problems such as duck curve phenomenon, making its load curve and conventional generator operations change. These issues have become significant concerns. If the difference of the load curve is a huge ramp, the operating costs of the conventional generation will increase. In recent years, the price of battery energy storage system (BESS) has been decreasing continuously. With its fast response characteristic, the BESS is a potential candidate to mitigate the load curve issue. Therefore, this paper proposes an economic dispatch method for minimizing the operating costs of conventional generation integrated with RE generation and the BESS. Besides, the detailed analysis based on Thailand's power generation is provided to achieve the optimal BESS size. According to Power Development Plan (PDP) 2018, the RE generation comprises photovoltaic (PV) and wind generation while the conventional generation consists of combined-cycle and coal thermal generation. The proposed method was performed using the optimization toolbox in MATLAB programming. The amount of RE generation is swept through 10 to 140 percent of its initial value while the amount of conventional generation is constant. The simulation results show that if the RE generation reaches 90 percent, the BESS is required. To obtain the lowest system operating cost, the optimal size of the BESS under the state of charge (SoC) constraint of 50 percent is 3,463.82 MWh. In summary, this proposed method helps deal with the future growth of VRE generation in Thailand's electrical system.
考虑经济调度和VRE的泰国发电系统BESS最优规模
随着可再生能源在电力系统中所占比重的不断增加,电力系统出现了鸭子曲线等问题,使电力系统的负荷曲线和常规发电机运行发生了变化。这些问题已成为重大关切。如果负荷曲线的差异是一个巨大的斜坡,常规发电的运行成本将增加。近年来,电池储能系统(BESS)的价格不断下降。由于其快速响应特性,BESS是缓解负荷曲线问题的潜在候选者。因此,本文提出了一种将可再生能源发电与BESS相结合,使常规发电运行成本最小化的经济调度方法。并结合泰国发电情况进行详细分析,以实现BESS的最优规模。根据2018年电力发展规划(PDP),可再生能源发电包括光伏发电(PV)和风力发电,而传统发电包括联合循环和燃煤发电。利用MATLAB编程中的优化工具箱对该方法进行了验证。可再生能源的发电量是初始值的10 ~ 140%,而传统的发电量是不变的。仿真结果表明,当可再生能源发电量达到90%时,需要使用BESS。为了获得最低的系统运行成本,在50%荷电状态(SoC)约束下,BESS的最佳尺寸为3,463.82 MWh。总之,这种提出的方法有助于应对泰国电力系统中VRE发电的未来增长。
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