German Intraday Electricity Market Analysis and Modeling Based on the Limit Order Book

Henry Martin, Scott Otterson
{"title":"German Intraday Electricity Market Analysis and Modeling Based on the Limit Order Book","authors":"Henry Martin, Scott Otterson","doi":"10.1109/EEM.2018.8469829","DOIUrl":null,"url":null,"abstract":"This paper presents a market model for the EPEX SPOT German continuous intraday market for electric power trading based on the limit order book (LOB). We use the EPEX SPOT M7 order book data, which contains all orders submitted to the German continuous intraday market, to simulate the historic course of the market. Thereby, we reconstruct the complete state of the LOB at every point in (trading) time. We validate our simulation by comparing the transactions that our simulation generated with the actual historical transactions available from a different data set. The LOB based market model can be used to include price volatility risk and illiquidity risk when simulating trading at the EPEX SPOT continuous intraday market. Furthermore, we present all preprocessing steps and decision rules necessary to correctly identify orders from the often ambiguous EPEX SPOT M7 order book data.","PeriodicalId":334674,"journal":{"name":"2018 15th International Conference on the European Energy Market (EEM)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 15th International Conference on the European Energy Market (EEM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EEM.2018.8469829","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

Abstract

This paper presents a market model for the EPEX SPOT German continuous intraday market for electric power trading based on the limit order book (LOB). We use the EPEX SPOT M7 order book data, which contains all orders submitted to the German continuous intraday market, to simulate the historic course of the market. Thereby, we reconstruct the complete state of the LOB at every point in (trading) time. We validate our simulation by comparing the transactions that our simulation generated with the actual historical transactions available from a different data set. The LOB based market model can be used to include price volatility risk and illiquidity risk when simulating trading at the EPEX SPOT continuous intraday market. Furthermore, we present all preprocessing steps and decision rules necessary to correctly identify orders from the often ambiguous EPEX SPOT M7 order book data.
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
基于限价单的德国电力市场分析与建模
本文提出了基于限价订单(LOB)的德国电力连续盘中交易市场EPEX SPOT的市场模型。我们使用EPEX SPOT M7订单簿数据,其中包含提交给德国连续盘中市场的所有订单,以模拟市场的历史进程。因此,我们在(交易)时间的每个点重构LOB的完整状态。我们通过比较模拟生成的事务与来自不同数据集的实际历史事务来验证模拟。基于LOB的市场模型可用于在模拟EPEX现货连续盘中市场交易时包含价格波动风险和非流动性风险。此外,我们还介绍了从经常含糊不清的EPEX SPOT M7订单簿数据中正确识别订单所需的所有预处理步骤和决策规则。
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
Fast Frequency Control Services in Europe Development of the Polish Power Exchange as a Management System in Terms of Control Theory and Systems Engineering Are Consumption Tariffs Still Up-to-Date? an Operationalized Assessment of Grid Fees Enhancing N -1 Security via Building Thermostatic Load Control Strategy Improvement of DC Microgrid Voltage Regulation Based on Bidirectional Intelligent Charging Systems
×
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