Distribution System Resilience in Ice Storms by Optimal Routing of Mobile Devices on Congested Roads

被引:52
作者
Yan, Mingyu [1 ]
Shahidehpour, Mohammad [1 ,2 ]
Paaso, Aleksi [3 ]
Zhang, Liuxi [3 ]
Alabdulwahab, Ahmed [2 ,4 ]
Abusorrah, Abdullah [2 ,4 ]
机构
[1] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
[2] King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi Arabia
[3] ComEd, Chicago, IL 60181 USA
[4] King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia
关键词
Transportation; Storms; Roads; Routing; Resilience; Uncertainty; Reactive power; Ice storm; robust resilience enhancement; mobile de-icing device routing; power distribution system; urban transportation system; benders decomposition; CONSTRAINED UNIT COMMITMENT; GRID RESILIENCE; WIND POWER; TRANSPORTATION; NETWORKS; MICROGRIDS; FLOW;
D O I
10.1109/TSG.2020.3036634
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
This article proposes a robust resilience enhancement method for a power distribution network in ice storms by the optimal routing of mobile de-icing devices (MDIDs) on congested transportation roads. We consider MDIDs as emergency vehicles, as other vehicles yield the right-of-way to MDIDs, and propose a de-icing schedule (DIS) to illustrate how MDIDs are routed on congested transportation roads. We further coordinate the DIS and MDID routing, which mitigate transportation routing congestions, with power distribution system operation, which considers distribution network reconfiguration and distributed energy resource dispatch. A two-stage robust model is proposed to manage the effects of ice storms forecast errors on both power distribution and urban transportation networks. The proposed model is reformulated as a mixed-integer second-order cone programming problem. The Benders decomposition and column-and-constraint generation algorithms are further utilized to solve the proposed MISOCP. Numerical results for the modified IEEE 33-bus 12-node, IEEE 123-bus 25-node, and 252-bus 80-node electricity-transportation systems show the effectiveness of the proposed model and solution technique for enhancing the power system resilience.
引用
收藏
页码:1314 / 1328
页数:15
相关论文
共 37 条
[1]   Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem [J].
Bertsimas, Dimitris ;
Litvinov, Eugene ;
Sun, Xu Andy ;
Zhao, Jinye ;
Zheng, Tongxin .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) :52-63
[2]   Control and Analysis of the Modular Multilevel DC De-Icer With STATCOM Functionality [J].
Li, Binbin ;
Shi, Shaolei ;
Xu, Dianguo ;
Wang, Wei .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (09) :5465-5476
[3]  
Bureau of Public Roads,, 1964, TRAFF ASS MAN
[4]   DC Microgrids: Economic Operation and Enhancement of Resilience by Hierarchical Control [J].
Che, Liang ;
Shahidehpour, Mohammad .
IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (05) :2517-2526
[5]  
Chen YZ, 2012, 2012 CONFERENCE ON POWER & ENERGY - IPEC, P583
[6]  
Fan Ruixiang, 2009, Automation of Electric Power Systems, V33, P67
[7]   Coordinated Planning of Transportation and Electric Power Networks With the Proliferation of Electric Vehicles [J].
Gan, Wei ;
Shahidehpour, Mohammad ;
Yan, Mingyu ;
Guo, Jianbo ;
Yao, Wei ;
Paaso, Aleksi ;
Zhang, Liuxi ;
Wen, Jinyu .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) :4005-4016
[8]  
Hanbali R. M., 1993, TRAFFIC VOLUME REDUC
[9]   Decentralized Optimization of Multi-Area Electricity-Natural Gas Flows Based on Cone Reformulation [J].
He, Yubin ;
Yan, Mingyu ;
Shahidehpour, Mohammad ;
Li, Zhiyi ;
Guo, Chuangxin ;
Wu, Lei ;
Ding, Yi .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (04) :4531-4542
[10]  
Hou Y., 2013, Power and Energy Engineering Conference (APPEEC), 2013 IEEE PES Asia-Pacific, P1