Bi-Level Optimization Problem to Develop Optimal Strategy of a Generator in Competitive Environment

A. Jain
{"title":"Bi-Level Optimization Problem to Develop Optimal Strategy of a Generator in Competitive Environment","authors":"A. Jain","doi":"10.1109/ISAP48318.2019.9065945","DOIUrl":null,"url":null,"abstract":"A bi-level optimization approach has been proposed to develop the optimal strategy of a generator considering double sided market, congestion effect and rivals bidding strategy. Market clearing process of the System Operator is represented by lower level optimization problem and generator's profit maximization function is represented by upper level optimization problem, which is a nonlinear. Hence, optimal solution of the proposed bi-level optimization formulation has been obtained using Artificial Bee Colony algorithm. The effectiveness of the proposed method has been tested on 5-bus system. Results are compared with the Sequential Quadratic Programming based classical approach.","PeriodicalId":316020,"journal":{"name":"2019 20th International Conference on Intelligent System Application to Power Systems (ISAP)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 20th International Conference on Intelligent System Application to Power Systems (ISAP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISAP48318.2019.9065945","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

A bi-level optimization approach has been proposed to develop the optimal strategy of a generator considering double sided market, congestion effect and rivals bidding strategy. Market clearing process of the System Operator is represented by lower level optimization problem and generator's profit maximization function is represented by upper level optimization problem, which is a nonlinear. Hence, optimal solution of the proposed bi-level optimization formulation has been obtained using Artificial Bee Colony algorithm. The effectiveness of the proposed method has been tested on 5-bus system. Results are compared with the Sequential Quadratic Programming based classical approach.
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
竞争环境下发电机最优策略的双层优化问题
在考虑双边市场、拥塞效应和竞争对手竞价策略的情况下,提出了一种双层优化方法来制定发电机组的最优策略。系统运营商的市场出清过程用下一级优化问题表示,发电商的利润最大化函数用上一级优化问题表示,这是一个非线性问题。因此,采用人工蜂群算法得到了所提出的双层优化公式的最优解。该方法的有效性已在五总线系统上进行了验证。结果与基于顺序二次规划的经典方法进行了比较。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Optimal allocation of multi-type distributed generators for minimization of power losses in distribution systems Forecasting Power Consumption of IT Devices in a Data Center A Framework for Cyber-Physical Model Creation and Evaluation Predictive Maintenance of Air Conditioning Systems Using Supervised Machine Learning Boost Power Factor Correction Converter fed Domestic Induction Heating System
×
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