基于共识和鞍点动力学的能源网络系统经济调度问题分布式算法

P. Hoang, Chuong Van Nguyen, K. Sakurama, H. Ahn
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引用次数: 3

摘要

针对能源网络系统中发电约束下的约束优化问题,提出了一种分布式调度算法。该算法采用共识协议和鞍点动力学思想,以完全分布的方式解决严格凸目标函数问题。此外,该策略还保证了互联网络中代理的私有信息。此外,与现有算法相比,我们的算法具有完全分布式的特性。通过严密的分析,给出了解的最优性的理论保证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Distributed Algorithm via Consensus and Saddle Point Dynamics for Economic Dispatch Problem in Energy Networked Systems
This paper proposes a distributed algorithm in tackling the problem of economic dispatch under generation constraints, which is a constrained optimization problem, in energy networked systems. The designed algorithm utilizes a consensus protocol and a saddle point dynamics idea to solve the problem with strictly convex objective functions in a fully distributed manner. In addition, it is shown that the private information of agents in the interconnected network is guaranteed in our proposed strategy. Furthermore, our algorithm shows a fully distributed property compared to existing works. The theoretical guarantees on the optimality of the solution are provided by rigorous analysis.
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