Mobile wind turbine (MWT);
joint chance-constrained programming (JCCP);
wind energy forecasts;
service restoration;
ENERGY-STORAGE;
D O I:
10.1109/TPEC60005.2024.10472177
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
In the face of heightened societal interest in decarbonization, wind energy is emerging more and more as a viable, low-emission source of clean power. Unlike stationary wind turbines, mobile wind turbines (MWTs) possess the ability to be transported by truck, supplying electricity to power distribution systems (DSs). This spatiotemporal flexibility offers notable advantages, especially in enhancing system resilience following extreme natural disasters. However, the full potential of these resources remains untapped, underscoring the need for enhanced utilization strategies. In this paper, we develop an optimal scheme for strategically dispatching MWTs to enhance the resilience of the DS accounting for the uncertain predictions of wind energy. A joint chance-constrained programming (JCCP) model formulated as a mixed-integer nonlinear programming (MINLP) problem is introduced to capture the uncertainty in wind energy forecasts. We develop a linearization method that are computationally feasible, allowing us to transform the MINLP model into an equivalent mixed-integer linear programming (MILP) formulation. Case studies conducted on the IEEE 123-node test system illustrate the efficiency of the suggested service restoration strategy in enhancing the resilience of the DS during extreme events.
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Wan, Haiyang
Liu, Wenxia
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Liu, Wenxia
Zhang, Shuai
论文数: 0引用数: 0
h-index: 0
机构:
Beijing FibrLink Commun Co Ltd, State Grid Informat & Telecommun Grp Co Ltd, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Zhang, Shuai
Qie, Dan
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Hebei Elect Power Supply Co Ltd, Zhengding Power Supply Branch, Zhengding, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Qie, Dan
Shi, Qingxin
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Shi, Qingxin
Cheng, Rui
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Zhu, Hao
Xie, Haipeng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Xie, Haipeng
Tang, Lingfeng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Tang, Lingfeng
Fu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Fu, Wei
Gao, Jianlong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Shi, Qingxin
Wan, Haiyang
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Wan, Haiyang
Liu, Wenxia
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Liu, Wenxia
Han, Haiteng
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Coll Energy & Elect Engn, Nanjing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Han, Haiteng
Wang, Zhuorong
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
Wang, Zhuorong
Li, Fangxing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tennessee, Dept Elect Engn & Comp Sci, Knoxville, TN USANorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing, Peoples R China
机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaState Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R China
Wang, Tingwang
Zhao, Qi
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaState Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R China
Zhao, Qi
Hu, Shuai
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaState Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R China
Hu, Shuai
Wang, Lichao
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaState Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R China
Wang, Lichao
Zhou, Yong
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaState Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R China
Zhou, Yong
Zhai, Baoyu
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaState Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R China
机构:
Tsinghua Univ, Dept Ind Engn, Beijing, Peoples R China
Tsinghua Univ, Inst Qual & Reliabil, Beijing, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing, Peoples R China
Li, Yan-Fu
Zhang, Hanxiao
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing, Peoples R China
Zhang, Hanxiao
Wang, Yujin
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Ind Engn, Beijing, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing, Peoples R China
Wang, Yujin
Huang, Yuelong
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Sch Software Technol, Dalian, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing, Peoples R China
Huang, Yuelong
Xu, Jianyu
论文数: 0引用数: 0
h-index: 0
机构:
Xian Jiaotong Liverpool Univ, Int Business Sch Suzhou, Suzhou, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing, Peoples R China
机构:
Xi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Zhang, Han
Bie, Zhaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Bie, Zhaohong
Yan, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Yan, Chao
Li, Gengfeng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Key Lab Smart Grid, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Li, Gengfeng
2018 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED),
2018,
: 1550
-
1554
机构:
Tianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Hong Kong Polytech Univ, Dept Bldg Environm & Energy Engn, Hong Kong, Peoples R China
Ningbo Inst Digital Twin, Eastern Inst Technol, Ningbo, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Du, Ying
Zhang, Junxiang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg Environm & Energy Engn, Hong Kong, Peoples R China
Ningbo Inst Digital Twin, Eastern Inst Technol, Ningbo, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Zhang, Junxiang
Chen, Yuntian
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Inst Digital Twin, Eastern Inst Technol, Ningbo, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Chen, Yuntian
Liu, Zhengguang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Human Settlements & Civil Engn, Xian, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Liu, Zhengguang
Zhang, Haoran
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ Shenzhen, Dept Urban Planning & Design, Shenzhen, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Zhang, Haoran
Ji, Haoran
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Dept Elect Engn, Tianjin, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Ji, Haoran
Wang, Chengshan
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Dept Elect Engn, Tianjin, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China
Wang, Chengshan
Yan, Jinyue
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg Environm & Energy Engn, Hong Kong, Peoples R ChinaTianjin Univ, Dept Elect Engn, Tianjin, Peoples R China