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作者机构:Shanghai Jiao Tong Univ Key Lab Control Power Transmiss & Convers Minist Educ Shanghai 200240 Peoples R China
出 版 物:《IEEE TRANSACTIONS ON POWER SYSTEMS》 (IEEE动力系统汇刊)
年 卷 期:2022年第37卷第1期
页 面:691-700页
核心收录:
基 金:National Natural Science Foundation of China
主 题: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
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.