基于信息间隙决策的分布式产消者电-备用市场投标策略
TM73%F426.61; 分布式产消者在参与电能量市场和备用辅助服务市场时面临价格波动、负荷需求变动和可再生能源发电设备出力不确定性等市场风险.建立基于信息间隙决策理论的产消者日前电-备用市场投标决策模型.分析产消者参与电-备用市场的代理架构,在构建多类型分布式资源调控模型的基础上,建立分布式产消者参与日前电-备用联合市场的决策模型.基于信息熵理论量化产消者在决策中面临的多重不确定性因素,进而建立基于信息间隙决策理论的投标策略鲁棒优化模型.利用交替方向乘子法对模型进行分布式求解,确保投标量不会违反配电网络安全运行约束.改进的IEEE 33节点配电系统算例结果表明,利用所提模型得到的投标策略能...
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| Published in | 电力自动化设备 Vol. 44; no. 9; pp. 162 - 169 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | Chinese |
| Published |
浙江大学 电气工程学院,浙江 杭州 310027%浙江工业大学 信息工程学院,浙江 杭州 310023%南方电网能源发展研究院有限责任公司,广东 广州 510663
01.09.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1006-6047 |
| DOI | 10.16081/j.epae.202308023 |
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| Abstract | TM73%F426.61; 分布式产消者在参与电能量市场和备用辅助服务市场时面临价格波动、负荷需求变动和可再生能源发电设备出力不确定性等市场风险.建立基于信息间隙决策理论的产消者日前电-备用市场投标决策模型.分析产消者参与电-备用市场的代理架构,在构建多类型分布式资源调控模型的基础上,建立分布式产消者参与日前电-备用联合市场的决策模型.基于信息熵理论量化产消者在决策中面临的多重不确定性因素,进而建立基于信息间隙决策理论的投标策略鲁棒优化模型.利用交替方向乘子法对模型进行分布式求解,确保投标量不会违反配电网络安全运行约束.改进的IEEE 33节点配电系统算例结果表明,利用所提模型得到的投标策略能在确保配电网络安全运行的基础上充分考虑产消者日前投标面临的多重不确定性,有效保障了产消者收益. |
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| AbstractList | TM73%F426.61; 分布式产消者在参与电能量市场和备用辅助服务市场时面临价格波动、负荷需求变动和可再生能源发电设备出力不确定性等市场风险.建立基于信息间隙决策理论的产消者日前电-备用市场投标决策模型.分析产消者参与电-备用市场的代理架构,在构建多类型分布式资源调控模型的基础上,建立分布式产消者参与日前电-备用联合市场的决策模型.基于信息熵理论量化产消者在决策中面临的多重不确定性因素,进而建立基于信息间隙决策理论的投标策略鲁棒优化模型.利用交替方向乘子法对模型进行分布式求解,确保投标量不会违反配电网络安全运行约束.改进的IEEE 33节点配电系统算例结果表明,利用所提模型得到的投标策略能在确保配电网络安全运行的基础上充分考虑产消者日前投标面临的多重不确定性,有效保障了产消者收益. |
| Abstract_FL | The distributed prosumers face market risks such as price fluctuation,load demand change and output uncertainty of renewable energy generation equipments when participating in the energy market and reserve ancillary service market. A bidding decision model of day-ahead energy-reserve market for prosu-mers based on information gap decision theory is proposed. The agent structure of prosumers participating in the energy-reserve markets is analyzed,on the basis of building the regulation model of multi-type distributed resources,a decision model for distributed prosumers participating in the day-ahead energy-reserve joint mar-ket is established. The multiple uncertain factors faced by the prosumers in decision making are quantified based on the information entropy theory,further a robust optimization model of bidding strategy based on the information gap decision theory is established. The alternating direction method of multipliers is used to solve the model in a distributed way to ensure that the bidding quantity will not violate the secure operation constraint of distribution network. The example results of an improved IEEE 33-bus distribution system show that the bidding strategy obtained by the proposed model can fully consider the multiple uncertain factors faced by the prosumers for day-ahead bidding on the basis of ensuring the secure operation of distri-bution network,and effectively protect the income of the prosumers. |
| Author | 詹博淳 文福拴 卢治霖 冯昌森 冷媛 杨鑫和 |
| AuthorAffiliation | 浙江大学 电气工程学院,浙江 杭州 310027%浙江工业大学 信息工程学院,浙江 杭州 310023%南方电网能源发展研究院有限责任公司,广东 广州 510663 |
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| Author_FL | YANG Xinhe LENG Yuan WEN Fushuan FENG Changsen ZHAN Bochun LU Zhilin |
| Author_FL_xml | – sequence: 1 fullname: ZHAN Bochun – sequence: 2 fullname: FENG Changsen – sequence: 3 fullname: LU Zhilin – sequence: 4 fullname: LENG Yuan – sequence: 5 fullname: YANG Xinhe – sequence: 6 fullname: WEN Fushuan |
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| Keywords | information gap decision theory 备用辅助服务市场 alternating direction method of multipliers energy market 电能量市场 information entropy theory 交替方向乘子法 信息间隙决策理论 信息熵理论 reserve ancillary service market |
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| Title | 基于信息间隙决策的分布式产消者电-备用市场投标策略 |
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