Generation Expansion Planning (GEP);
Reliability Metrics;
Expected Energy Not Served (EENS);
Loss-of-Load Probability (LOLP);
Mixed Integer Linear Programming (MILP);
GENETIC ALGORITHM;
OPTIMIZATION;
MODEL;
D O I:
10.1002/etep.1632
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:
The main goal of Generation Expansion Planning (GEP) is to minimize total costs associated with new power generating units' installation subject to technical and economical constraints. This paper addresses the GEP with probabilistic reliability criteria. The Loss-of-Load Probability reliability index is explicitly augmented as a new constraint which takes into account the reserve requirements. The outage cost is represented by the Expected Energy Not Served index. Due to nonlinear nature of these reliability indices, the GEP optimization problem with reliability criteria is very complicated to solve. Accordingly, the focus of this work is to deal with the reliability constrained multi-period GEP problem as a Mixed Integer Linear Programming (MILP). The results in the case study indicate the effect of reliability considerations on decision-making process. The simulation results also show the superiority of the proposed MILP-based method in comparison with the well-known metaheuristic algorithms and Dynamic Programming approach in the viewpoints of the accuracy and computational speed. Copyright (c) 2012 John Wiley & Sons, Ltd.
机构:
Xi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R China
Li, Qingtao
Wang, Jianxue
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机构:
Xi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R China
Wang, Jianxue
Zhang, Yao
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Xi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R China
Zhang, Yao
Fan, Yue
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机构:
State Grid Qinghai Elect Power Co, Xining 810000, Peoples R ChinaXi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R China
Fan, Yue
Bao, Guojun
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机构:
Xi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R China
Bao, Guojun
Wang, Xuebin
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机构:
State Grid Qinghai Elect Power Co, Res Inst, Xining 810008, Peoples R ChinaXi An Jiao Tong Univ, Sch Elect Engn, Shaanxi Key Lab Smart Grid, Xian 710049, Peoples R China