Post-Disaster Robust Restoration Scheme for Distribution Network Considering Rerouting Process of Cyber System With 5G

被引:5
作者
Liu, Ziang [1 ]
Wu, Qiuwei [1 ]
Shen, Xinwei [2 ]
Tan, Jin [3 ]
Zhang, Xuan [1 ]
机构
[1] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Inst Ocean Engn, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[3] Shanghai Univ Elect Power, Coll Elect Engn, Shanghai 200090, Peoples R China
关键词
Disaster management; Climate change; Cyber-physical systems; Telecommunication network management; Meteorology; 5G mobile communication; Post-disaster restoration; load pickup; network reconfiguration; cyber-physical system; communication link routing; PHYSICAL POWER-SYSTEMS; RADIALITY CONSTRAINTS; RECONFIGURATION; RECOVERY; OPTIMIZATION;
D O I
10.1109/TSG.2024.3385377
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to global warming, the frequency of various extreme weather events is increasing worldwide, posing significant threats to the power system. As a substantial number of distributed energy resources (DERs) and other smart devices are integrated into the distribution system, traditional passive distribution systems are transforming into cyber-physical active distribution systems. Components in both the cyber network and the physical network may sustain damage following severe natural disasters. Therefore, this paper proposes a post-disaster restoration scheme for active distribution networks (ADNs) considering the coupling of cyber-physical systems. The innovation of this work lies in the full utilization of 5G networks, complemented by a novel rerouting process, which reconnects offline cyber devices after disasters. This approach substantially enhances the resilience of the cyber system, which in turn can effectively support the restoration process of the physical system. Furthermore, the uncertainty of DERs and the three-phase unbalanced characteristic of ADNs are taken into account. To reduce the computation complexity, linearization techniques are applied to nonlinear constraints, ultimately resulting in a mixed-integer linear programming (MILP) formulation based on a two-stage robust optimization model, which is solved by the column and constraint generation (C&CG) algorithm. The effectiveness and superiority of the proposed model are verified on both a modified IEEE 33-node system and a modified IEEE 123-node system integrated with cyber networks.
引用
收藏
页码:4478 / 4491
页数:14
相关论文
共 42 条
[1]   A root of less evil [J].
Allie, M ;
Lyons, R .
IEEE SIGNAL PROCESSING MAGAZINE, 2005, 22 (02) :93-96
[2]   Coordinated restoration method of transmission and distribution network considering distribution network fault repair scenario [J].
Bai, Yansong ;
Gu, Xueping ;
Li, Shaoyan ;
Liu, Ke .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2023, 151
[3]  
Bao Feng, 2012, Proceedings of the 2012 International Conference on Computer Science and Electronics Engineering (ICCSEE 2012), P414, DOI 10.1109/ICCSEE.2012.338
[4]   OPTIMAL CAPACITOR PLACEMENT ON RADIAL-DISTRIBUTION SYSTEMS [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) :725-734
[5]   NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) :1401-1407
[6]   The price of robustness [J].
Bertsimas, D ;
Sim, M .
OPERATIONS RESEARCH, 2004, 52 (01) :35-53
[7]   Catastrophic cascade of failures in interdependent networks [J].
Buldyrev, Sergey V. ;
Parshani, Roni ;
Paul, Gerald ;
Stanley, H. Eugene ;
Havlin, Shlomo .
NATURE, 2010, 464 (7291) :1025-1028
[8]   Sequential Service Restoration for Unbalanced Distribution Systems and Microgrids [J].
Chen, Bo ;
Chen, Chen ;
Wang, Jianhui ;
Butler-Purry, Karen L. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (02) :1507-1520
[9]  
Donald J., 2021, WINTER STORM URI 202
[10]   Cyber Restoration of Power Systems: Concept and Methodology for Resilient Observability [J].
Edib, Shamsun Nahar ;
Lin, Yuzhang ;
Vokkarane, Vinod M. ;
Qiu, Feng ;
Yao, Rui ;
Chen, Bo .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 53 (08) :5185-5198