A Distributed and Robust Security-Constrained Economic Dispatch Algorithm Based on Blockchain

被引:50
|
作者
Chen, Sijie [1 ]
Zhang, Ling [1 ]
Yan, Zheng [1 ]
Shen, Zeyu [1 ]
机构
[1] Shanghai Jiao Tong Univ, Key Lab Control Power Transmiss & Convers, Minist Educ, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Blockchain; Optimization; Economics; Technological innovation; Power transmission lines; Mathematical model; Distributed algorithms; Distributed optimization; security-constrained economic dispatch; blockchain; energy trading; robust and resilient algorithm; OPTIMAL POWER-FLOW; OPTIMIZATION; ENERGY;
D O I
10.1109/TPWRS.2021.3086101
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
Distributed optimization algorithms for security-constrained economic dispatch (SCED) problems have been the subject of significant research interest in recent years. However, existing distributed SCED algorithms can be ineffective in the presence of malicious participants and inefficient in the absence of a coordinator. On the other hand, blockchain, an emerging technique known as the trust machine, has not shown its potential to address the above challenges in state-of-the-art literature. This paper proposes a blockchain-based distributed SCED algorithm. Using blockchain to form a coordination committee and enable balance among committee members, the proposed method allows the use of hierarchical SCED algorithms in the absence of a coordinator and can disable malicious participants. Numerical results show the robustness and necessity of the proposed blockchain-based SCED algorithm, by comparing the SCED results with and without blockchain.
引用
收藏
页码:691 / 700
页数:10
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