基于ADMM的配电网多智能体分布式事务研究

Zhonghao Qian, Lei Mao, Liang Zhou, Ling Lu, Jun Zhang, Xi Wu
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引用次数: 0

摘要

针对配电网层面产消者之间的电力交易,提出了一种多智能体点对点(P2P)的配电网交易算法。为了充分保护每个代理的隐私和安全,本文首先建立了一个产消之间的P2P交易模型。同时,该模型考虑了采集电网使用价格的需要,并采用乘数交替方向法(ADMM)对模型进行分解,以实现分布式交易。选择不同数量的产消者和电网使用价格作为测试用例。结果验证了模型的收敛速度,该模型能够充分保护产消者的隐私。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Multi-agents Distributed Transactions in Distribution Network Based on ADMM
Aiming at the electricity transactions between prosumers in the distribution network level, a multi-agent peer-to-peer (P2P) transaction algorithm in the distribution system is proposed. In order to fully protect the privacy and security of each agent, this paper firstly builds a P2P transaction model between prosumers. At the same time, this model takes the need to collect grid usage prices into account and further the alternating direction method of multipliers (ADMM) is used to decompose the model in order to realize distributed transactions. Different numbers of prosumers and grid usage prices are selected as test cases. The results verify the convergence speed of the model, and the model can fully protect the privacy of prosumers.
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