赵波, 张后谊, 汪湘晋, 李志浩, 林达. 体系架构下考虑虚假信息注入的微电网群分布式优化调度[J]. 电力系统自动化, 2023, 47(8): 169-178.
引用本文: 赵波, 张后谊, 汪湘晋, 李志浩, 林达. 体系架构下考虑虚假信息注入的微电网群分布式优化调度[J]. 电力系统自动化, 2023, 47(8): 169-178.
ZHAO Bo, ZHANG Hou-yi, WANG Xiang-jin, LI Zhi-hao, LIN Da. Distributed Optimal Dispatch for Microgrid Cluster Considering False Information Injection Under System of Systems Architecture[J]. Automation of Electric Power Systems, 2023, 47(8): 169-178.
Citation: ZHAO Bo, ZHANG Hou-yi, WANG Xiang-jin, LI Zhi-hao, LIN Da. Distributed Optimal Dispatch for Microgrid Cluster Considering False Information Injection Under System of Systems Architecture[J]. Automation of Electric Power Systems, 2023, 47(8): 169-178.

体系架构下考虑虚假信息注入的微电网群分布式优化调度

Distributed Optimal Dispatch for Microgrid Cluster Considering False Information Injection Under System of Systems Architecture

  • 摘要: 真实信息交互是进行微电网群协同优化调度的关键因素之一。从体系角度出发,形成微电网群进行协同优化运行追求的是整体与个体利益最大化。因此,损害微电网群运行效益的信息交互为虚假信息。虚假信息注入势必给微电网群的安全、经济、稳定运行带来影响。针对处理虚假信息注入给微电网群优化运行带来影响的问题,文中引入体系方法在构建计及虚假信息注入的微电网群体系架构的基础上,建立考虑虚假信息注入的微电网群完全分布式优化调度模型,并结合改进交替方向乘子法和一致性算法提出微电网群虚假信息检测、定位及惩罚机制,有效减少虚假信息注入对微电网群协同优化运行的影响。最后,通过算例分析验证所建模型和虚假信息处理机制的有效性。

     

    Abstract: Real information interaction is one of the key factors for coordinated and optimal dispatch of microgrid clusters. From a system of systems(SoS) perspective, the purpose of forming a microgrid cluster for the coordinated and optimal operation is to maximize the overall and individual benefits. Therefore, the information interaction that damages the efficiency of microgrid cluster operation is false information. False information injection is bound to have an impact on the safe, economic, and stable operation of microgrid clusters. In order to deal with the problem that false information injection affects the optimal operation of microgrid clusters, the SoS approach is introduced to build a fully distributed optimal dispatch model of microgrid clusters considering false information injection based on the architecture of microgrid clusters with false information injection, and a mechanism to detect,locate and punish false information in microgrid clusters is proposed by combining the improved alternating direction method of multipliers and consistency algorithm. This mechanism can effectively reduce the impact of false information injection on the coordinated and optimal operation of microgrid clusters. Finally, the effectiveness of the proposed model and the “false information” processing mechanism is verified through the analysis of cases.

     

/

返回文章
返回