Privacy-Preserving Distributed Energy Transaction in Active Distribution Networks

被引:13
作者
Chang, Xinyue [1 ,2 ]
Xu, Yinliang [1 ]
Sun, Hongbin [3 ]
Wu, Qiuwei [1 ]
机构
[1] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518071, Peoples R China
[2] Taiyuan Univ Technol, Coll Elect & Power Engn, Taiyuan 030024, Peoples R China
[3] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Active distribution network; energy transaction; privacy preservation; distributed optimization; ELECTRIC VEHICLES; OPTIMIZATION; MANAGEMENT; CONSENSUS; COORDINATION; MICROGRIDS; SYSTEMS;
D O I
10.1109/TPWRS.2022.3202188
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
The increasing number of prosumers with various distributed energy resources promotes energy transactions in active distribution networks for lower cost, more flexibility, lower carbon footprints, and higher reliability. A privacy-preserving distributed energy transaction approach is proposed to minimize the overall objective of renewable energy generation curtailment penalty and operational cost while satisfying power flows and voltage magnitude constraints. The proposed approach encrypts private information by adding a noise term and a secret function to the information exchange process. The convergence, optimality, and privacy of the proposed privacy-preserving distributed approach are rigorously analyzed using a theoretical approach and verified by various case studies on IEEE distribution systems.
引用
收藏
页码:3413 / 3426
页数:14
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