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

被引:7
|
作者
Wang, Zheng [1 ]
Chen, Guo [1 ]
Li, Huaqing [2 ]
机构
[1] School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia
[2] College of Electronic and Information Engineering, Southwest University, Chongqing, China
来源
Energy Conversion and Economics | 2022年 / 3卷 / 04期
关键词
Electric load dispatching - Electric power system control - Electric power transmission networks - Energy conversion - Energy resources - Scheduling;
D O I
10.1049/enc2.12061
中图分类号
学科分类号
摘要
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. © 2022 The Authors. Energy Conversion and Economics published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology and the State Grid Economic & Technological Research Institute Co., Ltd.
引用
收藏
页码:214 / 226
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