stochastic processes;
linear programming;
power grids;
distributed power generation;
photovoltaic power systems;
power distribution faults;
battery storage plants;
probability;
integer programming;
power generation reliability;
resilient microgrid;
stochastic extreme events;
battery energy storage;
grid-tied microgrid;
backup generator capacity;
optimal battery;
stochastic event occurrence time;
critical customer interruption time;
stochastic islanding time window;
stochastic ITW constraint;
power outages;
realistic grid-tied PV-based microgrid;
ENERGY-STORAGE;
DISTRIBUTION-SYSTEMS;
OPTIMIZATION;
OPERATION;
ENHANCEMENT;
MANAGEMENT;
U.S;
D O I:
10.1049/iet-gtd.2018.5883
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:
Owing to the recent power outages caused by extreme events, installing battery energy storage and backup generators is important to improve resiliency for a grid-tied microgrid. In the design stage, the event occurrence time and duration, which are highly uncertain and cannot be effectively predicted, may affect the needed battery and backup generator capacity but are usually assumed to be pre-determined in utility planning tools. This study investigates the optimal battery and backup generator sizing problem considering the stochastic event occurrence time and duration for the grid-tied microgrid under islanded operation. The reliability requirement is quantified by the mean value of the critical customer interruption time in each stochastic islanding time window (ITW), whose length is the duration and the centre is the occurrence time. The stochastic ITW constraint is then transformed to a probability-weighted expression to derive an equivalent Mixed Integer Linear Programming model. Numerical simulations on a realistic grid-tied PV-based microgrid demonstrate that the total cost is reduced by 11.5% considering the stochastic ITW, compared with the deterministic ITW under the same reliability requirement.
机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Chen, Chen
;
Wang, Jianhui
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Southern Methodist Univ, Dept Elect Engn, Dallas, TX USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Wang, Jianhui
;
Ton, Dan
论文数: 0引用数: 0
h-index: 0
机构:
US DOE, Off Elect Delivery & Energy Reliabil, Washington, DC 20585 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Chen, Jian
;
Zhang, Weitong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Weitong
;
Li, Jiaqi
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Li, Jiaqi
;
Zhang, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Wen
;
Liu, Yutian
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Liu, Yutian
;
Zhao, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Elect Power Corp, Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhao, Bo
;
Zhang, Yicheng
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Dong, Jiaojiao
;
Gao, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Gao, Feng
;
Guan, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Guan, Xiaohong
;
Zhai, Qiaozhu
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Zhai, Qiaozhu
;
Wu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Dong, Jiaojiao
;
Gao, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Gao, Feng
;
Guan, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur Xia, Xian 200240, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Guan, Xiaohong
;
Zhai, Qiaozhu
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur Xia, Xian 200240, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Zhai, Qiaozhu
;
Wu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur Xia, Xian 200240, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Chen, Chen
;
Wang, Jianhui
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Southern Methodist Univ, Dept Elect Engn, Dallas, TX USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Wang, Jianhui
;
Ton, Dan
论文数: 0引用数: 0
h-index: 0
机构:
US DOE, Off Elect Delivery & Energy Reliabil, Washington, DC 20585 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Chen, Jian
;
Zhang, Weitong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Weitong
;
Li, Jiaqi
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Li, Jiaqi
;
Zhang, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Wen
;
Liu, Yutian
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Liu, Yutian
;
Zhao, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Elect Power Corp, Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhao, Bo
;
Zhang, Yicheng
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Dong, Jiaojiao
;
Gao, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Gao, Feng
;
Guan, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Guan, Xiaohong
;
Zhai, Qiaozhu
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
Zhai, Qiaozhu
;
Wu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur, Xian 710048, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710048, Peoples R China
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Dong, Jiaojiao
;
Gao, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Gao, Feng
;
Guan, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur Xia, Xian 200240, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Guan, Xiaohong
;
Zhai, Qiaozhu
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur Xia, Xian 200240, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China
Zhai, Qiaozhu
;
Wu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Networks Secur Xia, Xian 200240, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Mfg Syst Engn Xian, Xian 710049, Shaanxi, Peoples R China