Resilience-Based Optimal Recovery Strategy for Cyber-Physical Power Systems Considering Component Multistate Failures

被引:48
作者
Wu, Gongyu [1 ]
Li, Meiyan [2 ]
Li, Zhaojun Steven [3 ]
机构
[1] Univ Elect Sci & Technol China, Sch Mech & Elect Engn, Chengdu 611731, Peoples R China
[2] Shandong Univ Sci & Technol, Dept Ind Engn, Qingdao 266590, Peoples R China
[3] Western New England Univ, Dept Ind Engn & Engn Management, Springfield, MA 01119 USA
关键词
Resilience; Optimization; Power system faults; Power system protection; Sequential analysis; Mathematical model; Communication networks; Cascading failure model; cyber-physical power system (CPPS); multimode resource-constrained project scheduling; multistate failure; optimal recovery sequencing; resilience; simulated annealing algorithm (SAA); COMPLEX NETWORKS; RESTORATION;
D O I
10.1109/TR.2020.3025179
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This article investigates optimal recovery strategy of components for maximizing the resilience of the cyber-physical power system (CPPS), where a component represents a unique node or branch, such as generating stations and communication transmission lines. The proposed optimization model is built as a multimode resource-constrained project scheduling problem to incorporate system resilience, cascading failures of the CPPS, the diversity of recovery resources, execution modes of recovery activities, precedence of damaged components, as well as the availability, cost, and time of recovery resources. The failure propagation mechanisms are characterized by a cascading failure model, which is further embedded in the optimization model to quantify the system real-time performance during the recovery process, and determine whether repaired components can be reconnected to the system. The system resilience is quantified using a proposed time-dependent annual composite resilience metric based on a compound Poisson process. The proposed optimization model is solved using a modified simulated annealing algorithm. The system that couples the IEEE 30-bus model and a small-world communication network is used as a testbed to demonstrate the feasibility and effectiveness of the proposed modeling approach. Comparisons with existing optimization models in the literature show the superiority of the proposed model.
引用
收藏
页码:1510 / 1524
页数:15
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