基于离散时间通信的分布式资源优化配置及其在电力系统经济调度中的应用

Weiyong Yu, Zhenhua Deng, Hongbing Zhou, Yiguang Hong
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引用次数: 4

摘要

研究了具有离散通信的连续时间多智能体系统的分布式资源分配优化问题。针对这一网络资源分配问题,提出了一种基于梯度的连续时间算法。给出了通信周期的充分条件,表明该算法能够以指数收敛速度实现精确的优化。最后,以电网经济调度为例说明了该算法的有效性。
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Distributed resource allocation optimization with discrete-time communication and application to economic dispatch in power systems
In this paper, the problem of distributed resource allocation optimization is investigated for continuous-time multi-agent systems with discrete-time communication. A gradient-based continuous-time algorithm is proposed to solve this network resource allocation problem. A sufficient condition on the communication period is given to show that the proposed algorithm can achieve the exact optimization with exponential convergence rate. Finally, an example of economic dispatch in power grids is given to illustrate the effectiveness of the presented algorithm.
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