Resilience Constrained Scheduling of Mobile Emergency Resources in Electricity-Hydrogen Distribution Network

被引:49
作者
Cao, Xiaoyu [1 ,2 ,3 ]
Cao, Tianxiang [4 ]
Xu, Zhanbo [1 ,2 ]
Zeng, Bo [5 ,6 ]
Gao, Feng [1 ,7 ]
Guan, Xiaohong [1 ,7 ,8 ]
机构
[1] Xi An Jiao Tong Univ, Sch Automat Sci & Engn, Xian 710049, Peoples R China
[2] Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Network Secur, Xian 710049, Peoples R China
[3] Sichuan Digital Econ Ind Dev Res Inst, Chengdu 610037, Peoples R China
[4] Alibaba Cloud, Prod & Solut & Website Business Unit, Hangzhou 311121, Peoples R China
[5] Univ Pittsburgh, Dept Ind Engn, Pittsburgh, PA 15106 USA
[6] Univ Pittsburgh, Dept Elect & Comp Engn, Pittsburgh, PA 15106 USA
[7] Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710049, Peoples R China
[8] Tsinghua Univ, Dept Automat, Ctr Intelligent & Networked Syst, Beijing 100084, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Hydrogen; Resilience; Transportation; Vehicle-to-grid; Probabilistic logic; Job shop scheduling; Automation; Electricity-hydrogen network scheduling; mobile hydrogen energy resources; resilience constraint; trilevel mixed-integer program; nested column-and-constraint generation; DISTRIBUTION-SYSTEMS; POWER; OPERATION; EXTREME; OPTIMIZATION; RESTORATION; ENHANCEMENT; RECONFIGURATION; MICROGRIDS; CAPACITY;
D O I
10.1109/TSTE.2022.3217514
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper proposes a trilevel mixed-integer formulation to coordinately schedule the electricity-hydrogen distribution network (EHDN) with resilience consideration. The rescue hydrogen distribution system is first studied and modeled based on the roadway transportation and vehicle-to-grid power supply of mobile hydrogen energy resources (MHERs). Various practical constraints on traffic capacity, travel distances and time delaying of hydrogen transportation are incorporated. Then, to improve the economic viability of EHDN to fulfill the load survivability requirement in disastrous situations, we propose a risk-constrained trilevel optimization formulation. In particular, the resilience constraint with a $\min -\max$ mixed-integer program structure is introduced, which ensures the post-event service preservation by co-optimizing the re-routing of MHERs and network reconfiguration under worst-case damage scenario. Then, by making use of its structural properties, this complex formulation is solved by a customized nested column-and-constraint generation (NC&CG) algorithm with effective enhancements. Numerical results on an exemplary EHDN indicate that the proactive deployment and adaptive relocation of MHERs provide an economically feasible solution to achieve grid resiliency target. Also, comparing to the standard NC&CG, our improved customization demonstrates a superior performance that drastically reduces the computation time, and thus enables efficient emergency response and disaster relief with synergistic network operations.
引用
收藏
页码:1269 / 1284
页数:16
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