Transactive Energy Supported Economic Operation for Multi-Energy Complementary Microgrids

被引:94
|
作者
Yang, Zhao [1 ]
Hu, Junjie [1 ]
Ai, Xin [1 ]
Wu, Jiechen [1 ]
Yang, Guangya [2 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
[2] Tech Univ Denmark, Ctr Elect Power & Energy, DK-2800 Lyngby, Denmark
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
Water heating; Resistance heating; Heat pumps; Optimization; Microgrids; Economics; Cooling; Alternating direction method of multipliers (ADMM); energy sharing; integrate demand response (IDR); multi-energy complementary microgrids (MECMs); transactive energy (TE); MANAGEMENT; POWER; COORDINATION; HEAT;
D O I
10.1109/TSG.2020.3009670
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multi-energy complementary microgrids (MECMs) provide an important means to accommodate renewable energy sources due to their abundant adjustable resources and flexible operation modes. However, limited capacity and controllability are the main obstacles that prevent MECMs from participating in the market. In this study, we develop a transactive energy (TE) mechanism-supported energy sharing strategy to coordinate interconnected MECMs in a regional integrated energy system (RIES), where the uncertainty of renewable energy and loads is taken into account via stochastic programming. An RIES operator is introduced to trade with the utility grid as an intermediate player between the electricity market and MECMs. For the TE mechanism, we employ alternating direction method of multipliers (ADMM) algorithm to achieve distributed optimization of energy sharing, which is based on the average of the shared energy residual over all MECMs. A clear economic interpretation exists in the method, wherein shared electrical and thermal energy prices can be obtained. Case studies demonstrate the effectiveness of the multi-energy sharing scheme considering integrated demand response (IDR). Moreover, the distributed algorithm can be implemented and converge easily while respecting MECMs' individual benefits and private information.
引用
收藏
页码:4 / 17
页数:14
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