Break down the decentralization-security-privacy trilemma in management of distributed energy systems

被引:0
|
作者
Sun, Qinghan [1 ]
Ma, Huan [1 ]
Zhao, Tian [1 ,2 ]
Xin, Yonglin [1 ]
Chen, Qun [1 ,2 ]
机构
[1] Tsinghua Univ, Dept Engn Mech, Key Lab Thermal Sci & Power Engn, Minist Educ, Beijing, Peoples R China
[2] North China Univ Technol, Sch Energy Storage Sci & Engn, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
BLOCKCHAIN;
D O I
10.1038/s41467-024-48860-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Distributed energy systems encompass a diverse range of generation and storage solutions on the user side, where decentralized management schemes to maximize the overall social welfare are preferred considering their dispersed ownership. However, either security or privacy problems occur in recently proposed schemes. Here we report a decentralized framework leveraging the strengths of blockchain and parallelizable mathematical algorithms to overcome these potential drawbacks. The system owners bid cost functions and operating constraints through masked but coupled management subproblems, which are redistributed by the blockchain to be verifiably solved by competent peers. Such processes are iteratively executed as decisions and shadow prices are exchanged among participants, until an equilibrium is reached. The interactive framework ensures decentralized, privacy-preserving, and secure management of multiple energy sources, and reduces the total cost by 3.0 similar to 7.5% in the test system. Our results benefit the energy prosumers and promote a more active and competitive power grid.
引用
收藏
页数:12
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