智能配电网的网络弹性分布式能源控制算法

IF 0.8 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mohammad Panahazari, Guangming Yao, Jianhua Zhang, Jing Wang
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引用次数: 0

摘要

本文重点研究了基于网络弹性梯度的电网交互分布式能源(DER)控制优化算法的发展和理论证明,以实现虚拟电厂(vpp)调度和电网电压调节两种电网服务,同时考虑到通信和安全影响。首先,将分布式电网调度和电压调节作为一个实时的基于梯度的优化问题进行了概述。此后,我们考虑了一个概率流量模型来表征通信网络中的数据包延迟和丢失,并研究了延迟如何进入网格测量单元、本地DER控制器和网格控制中心之间的信息交换过程,这些网格测量单元以协调的方式执行该控制算法。然后,提出了一种将延迟阈值和消息更新规则相结合的策略来免疫通信业务量带来的异步性,并避免了功率跟踪和电压调节能力可能存在的数值不稳定性和敏感性,从而形成了网络弹性DER控制算法。并从理论上证明了它们的收敛性。本文提出的网络弹性算法在IEEE 37总线系统上的收敛性、VPP跟踪和电压调节性能方面的有效性得到了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Cyber-Resilient Distributed Energy Resource Control Algorithms for Smart Distribution Grids

Cyber-Resilient Distributed Energy Resource Control Algorithms for Smart Distribution Grids

Cyber-Resilient Distributed Energy Resource Control Algorithms for Smart Distribution Grids

Cyber-Resilient Distributed Energy Resource Control Algorithms for Smart Distribution Grids

Cyber-Resilient Distributed Energy Resource Control Algorithms for Smart Distribution Grids

This paper focuses on the development of cyber-resilient gradient-based optimisation algorithms and theoretical proof for grid-interactive distributed energy resource (DER) control to enable two grid services of virtual power plants (VPPs) dispatch and grid voltage regulation, considering the communication and security impacts. Firstly, the combined DER dispatch and voltage regulation as a real-time gradient-based optimisation problem is recapped. Thereafter, we consider a probabilistic traffic model to characterise packet delays and loss in a communication network, and study how the delays enter the process of information exchange among the grid measurement units, local DER controllers and the grid control centre that execute this control algorithm in a coordinated manner. Then, a strategy combining delay thresholds and message update rules is proposed to immunity the asynchrony resulting from the communications traffic and it avoids possible numerical instabilities and sensitivities of the power tracking and voltage regulation capabilities, resulting as cyber-resilient DER control algorithms. Additionally, their convergence is theoretically proved. Effectiveness of proposed cyber-resilient algorithms has been validated on the IEEE 37-bus system in terms of convergence, VPP tracking and voltage regulation performance for smart distribution systems with high penetration of DERs.

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来源期刊
IET Cyber-Physical Systems: Theory and Applications
IET Cyber-Physical Systems: Theory and Applications Computer Science-Computer Networks and Communications
CiteScore
5.40
自引率
6.70%
发文量
17
审稿时长
19 weeks
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