Real Option Evaluation of Generation Asset in Spot Market Considering Operation Constraints

Hui Zhou, Yunhe Hou, Yaowu Wu, Yi Sun, Kai Liu, Jifeng Su
{"title":"Real Option Evaluation of Generation Asset in Spot Market Considering Operation Constraints","authors":"Hui Zhou, Yunhe Hou, Yaowu Wu, Yi Sun, Kai Liu, Jifeng Su","doi":"10.1109/PES.2007.385899","DOIUrl":null,"url":null,"abstract":"An improved method using real option theory is proposed in this paper for evaluation of generation asset investment in spot market under the deregulated environment. The adjusted model for the mean reversion process with long-term periodic mean is employed to describe the special characteristics of electricity price such as fluctuation, uncertainty and periodicity. In particular, the system operation constraints are taken into consideration in the model for the optimization of generators' outputs. Based on the established price model and optimization model, the generation asset to be invested is evaluated by adopting the approach of spread real option. Tools such as Value at Risk(VaR) and Conditional Value at Risk(CVaR) are applied for risk assessment. The validity of the proposed method is illustrated by implementing numerical simulation test on the IEEE 30 bus system.","PeriodicalId":380613,"journal":{"name":"2007 IEEE Power Engineering Society General Meeting","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 IEEE Power Engineering Society General Meeting","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PES.2007.385899","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

An improved method using real option theory is proposed in this paper for evaluation of generation asset investment in spot market under the deregulated environment. The adjusted model for the mean reversion process with long-term periodic mean is employed to describe the special characteristics of electricity price such as fluctuation, uncertainty and periodicity. In particular, the system operation constraints are taken into consideration in the model for the optimization of generators' outputs. Based on the established price model and optimization model, the generation asset to be invested is evaluated by adopting the approach of spread real option. Tools such as Value at Risk(VaR) and Conditional Value at Risk(CVaR) are applied for risk assessment. The validity of the proposed method is illustrated by implementing numerical simulation test on the IEEE 30 bus system.
考虑运营约束的现货市场发电资产实物期权评估
本文提出了一种利用实物期权理论对放松管制环境下的现货市场发电资产投资进行评估的改进方法。采用具有长期周期均值的均值回归过程调整模型来描述电价的波动性、不确定性和周期性等特点。特别地,该模型考虑了系统运行约束,对发电机输出进行了优化。在建立价格模型和优化模型的基础上,采用价差实物期权的方法对拟投资的发电资产进行评估。风险评估工具包括风险价值(VaR)和条件风险价值(CVaR)。通过在IEEE 30总线系统上的数值模拟试验,验证了该方法的有效性。
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