考虑通信异步和时延的高效分布式经济调度算法

Zheng Wang, Guo Chen, Huaqing Li
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引用次数: 0

摘要

分布式能源(DERs)与电网的日益整合促进了用于能源管理的先进控制技术的出现。本文研究了考虑异步和非理想通信的分布式经济调度解决方案。针对一般有向网络开发了一种基于分布式共识的算法,其中将重球动量纳入算法设计以加速收敛。随后,在具有不可预测、非均匀和有界时延的通用异步通信模型的基础上,提出了异步版本。传统的同步分布式算法没有全局时钟,允许分布式生成器(dg)在任何时刻通过本地通信交换信息,并使用非同步信息执行新的更新。通过仿真验证了该算法的性能,并验证了其对时滞的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

An efficient distributed algorithm for economic dispatch considering communication asynchrony and time delays

An efficient distributed algorithm for economic dispatch considering communication asynchrony and time delays

The increasing integration of distributed energy resources (DERs) to power grids has fostered the emergence of advanced control technologies for energy management. This study focuses on distributed solutions to economic dispatch considering asynchrony and non-ideal communications. A distributed consensus-based algorithm is developed for general directed networks, where heavy-ball momentum is incorporated into the algorithm design to accelerate convergency. Subsequently, an asynchronous version is proposed based on a general asynchronous communication model with unpredictable, non-uniform, and bounded time delays. Without a global clock in conventional synchronous distributed algorithms, distributed generators (DGs) are allowed to exchange information through local communications at any moment and use out-sync information to execute new updates. Simulations are presented to demonstrate the performance of the proposed algorithm and verify its robustness against time delays.

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