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Real-time Distributed Economic Dispatch forDistributed Generation Based on Multi-Agent System

机译:基于多agent系统的分布式发电实时分布式经济调度

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摘要

The distributed economic dispatch for distributed generation is formulated as a optimization problem with equality and inequality constraints. An effective distributed approach based on multi-agent system is proposed for solving the economic dispatch problem in this paper. The proposed approach consists of two stages. In the first stage, an adjacency average allocation algorithm is proposed to ensure the generation-demand equality. In the second stage, a local replicator dynamics algorithm is applied to achieve nash equilibrium for the power dispatch game. The approach is implemented in a fully distributed manner with local computation and communication among neighboring agent. The feasibility and effectiveness of this approach is demonstrated by a numerical test system.
机译:分布式发电的分布式经济调度被表述为具有平等和不平等约束的优化问题。提出了一种有效的基于多Agent的分布式方法来解决经济调度问题。提议的方法包括两个阶段。在第一阶段,提出一种邻接平均分配算法,以确保世代需求相等。在第二阶段,应用局部复制器动力学算法来实现电力分配博弈的纳什均衡。该方法以本地代理和相邻代理之间的通信以完全分布式的方式实现。数值测试系统证明了这种方法的可行性和有效性。

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