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面向多样化通信问题的虚拟电厂频率调节中信息物理融合设计
Cyber-Physical Integration Design for Frequency Regulation in Virtual Power Plants Facing Diverse Communication Issues
| 作者 | Jinrui Guo · Chunxia Dou · Dong Yue · Zhijun Zhang · Zhanqiang Zhang · Bo Zhang |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年7月 |
| 技术分类 | 电动汽车驱动 |
| 技术标签 | SiC器件 调峰调频 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 虚拟电厂 频率调节 通信问题 信息物理融合设计 仿真验证 |
语言:
中文摘要
通过聚合需求侧分布式能源资源形成的虚拟电厂(VPPs)在电力系统调频方面具有很大潜力。然而,由于实际通信网络的复杂性,诸如随机丢包和恶意网络攻击等各种通信问题可能会导致不理想的电力调度和不准确的动态控制。这给虚拟电厂参与调频带来了巨大挑战。为克服这些障碍,我们提出一种信息 - 物理融合设计,以实时、可靠的方式促进虚拟电厂调频。首先,我们提出了一种在云 - 边协作下针对丢包问题的虚拟电厂电力调度与通信资源分配联合设计方案。即在物理层,我们提出了丢包情况下的虚拟电厂电力调度方法;在信息层,我们制定了通信资源分配策略。该方案旨在消除丢包影响,从而确定准确的电力调度。其次,我们提出了一种在边 - 端协作下用于防范网络攻击的高可靠信息传输方法。具体而言,在物理层,我们实施动态控制以响应接收到的调节功率;在信息层,我们执行数字签密算法。其目标是提高系统信息传输抵御网络攻击的能力,从而确保准确的动态控制。最后,仿真结果验证了我们所提出的融合设计的可行性和优越性。
English Abstract
The virtual power plants (VPPs) formed by aggregating distributed energy resources on the demand side have high potential in frequency regulation of power systems. However, due to the complexity of real communication network, diverse communication issues, such as random packets loss and malicious cyber-attacks, may cause undesirable power dispatch and inaccurate dynamic control. This brings great challenges to the participation of VPPs in frequency regulation. To bypass these hurdles, we propose a cyber-physical integration design to facilitate VPPs frequency regulation in a real-time and reliable manner. First, we suggest a joint design scheme of VPPs power dispatch and communication resources allocation for packets loss under cloud-edge collaboration. That is, in the physical-layer, we propose the VPPs power dispatch under packets loss and in the cyber-layer, we develop the communication resources allocation strategy. This scheme aims to eliminate the packets loss impacts and thus determine accurate power dispatch. Second, we present a high reliable information transmission approach for preventing cyber-attacks under edge-end collaboration. Specifically, in the physical-layer, we implement dynamic control for responding to received regulation power and in the cyber-layer, we execute digital signcryption algorithm. Its objective is to improve system information transmission against cyber-attacks and thus ensure the accurate dynamic control. Finally, simulation results validate the feasibility and superiority of our proposed integration design.
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SunView 深度解读
该信息物理融合频率调节技术对阳光电源PowerTitan储能系统和虚拟电厂解决方案具有重要应用价值。研究提出的通信-控制联合优化架构可直接应用于ST系列储能变流器的AGC调频功能,通过优化通信资源调度应对5G/4G网络时延和丢包问题,提升分布式储能集群的频率响应速度和鲁棒性。针对网络攻击的防护设计可增强iSolarCloud云平台的安全性。该技术与阳光电源现有的VSG虚拟同步机控制和GFM构网型控制深度融合,可优化多站点储能系统协同调频性能,支撑公司在电力辅助服务市场的竞争力,特别适用于工商业储能和大型电网侧储能项目的频率调节场景。