.png){kind=icon}
返回
ADMM-Based Distributed OPF Problem Meets Stochastic Communication Delay
.png){kind=icon}
OA
AI
DOI：10.1109/TSG.2018.2873650.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
An increasing number of distributed generators will penetrate into the distribution power system in future smart grid, thus a centralized control strategy cannot effectively optimize the power loss problem in real-time. This paper examines the idea of a fully distributed optimal power flow (OPF) approach, based on the alternating direction multiplier method, to optimize the power loss. The objectives are not only to effectively obtain the minimization of power loss, but also to analyze the effect of communication time-delay on optimization performance. Both synchronous and asynchronous iterative algorithms are proposed to solve the OPF problem. In addition, four different strategies are proposed to improve convergence speed when delay occurs. The proposed weighted autoregressive strategy can reduce the fluctuation effectively. In comparison with synchronous algorithm, simulation results show that the asynchronous algorithm has a better optimization result.
Keyword:
Altering direction method of multiplier (ADMM)
optimal power flow (OPF)
reactive power control
time-delay analysis
synchronous and asynchronous algorithms
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
9.8
论文数:
5.7K
被引数:
4.3W
机构
引用论文
.png){kind=icon}
Efficacy of siltuximab in patients with previously treated multicentric Castleman’s disease (MCD).
PREAI
分享收藏
查看更多内容