Solution of large-scale security constrained optimal power flow by a new bi-level optimisation approach based on enhanced gravitational search algorithm

被引:42
|
作者
Jahan, Mohammad Sadegh [1 ]
Amjady, Nima [1 ]
机构
[1] Semnan Univ, Dept Elect Engn, Semnan, Iran
关键词
constraint handling; IEEE standards; load flow; optimisation; power generation dispatch; power generation economics; power system security; power system simulation; search problems; thermal power stations; valves; large-scale security constrained optimal power flow; bilevel optimisation approach; enhanced gravitational search algorithm; SCOPF; power system; valve loading effect; multifuel option; operating zone constraint; thermal unit; AC network modelling; AC security constraint; economic dispatch; IEEE 9-bus test system; IEEE 57-bus test system; IEEE 118-bus test system; IEEE 300-bus test systems; polish 2746-bus test system; DIFFERENTIAL EVOLUTION ALGORITHM; SUBJECT;
D O I
10.1049/iet-gtd.2012.0697
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
Security constrained optimal power flow (SCOPF) is a key operation function for modern power systems. In this study, a new bi-level optimisation approach is proposed to solve this problem considering a comprehensive SCOPF model, including, for example, valve loading effect, multi-fuel option and prohibited operating zone constraints of thermal units as well as AC network modelling and AC security constraints. Economic dispatch is solved in the lower level of the proposed approach and using its results as the initial solution, SCOPF is solved in the upper level with high convergence rate. For the both levels, a new enhanced gravitational search algorithm is suggested as the optimisation tool. The proposed bi-level approach is tested on 9-bus, IEEE 57-bus, IEEE 118-bus, IEEE 300-bus and polish 2746-bus test systems. Obtained results from the proposed approach for the test cases are compared with the results of other SCOPF solution methods and published literature figures. These comparisons confirm the validity of the developed approach.
引用
收藏
页码:1481 / 1491
页数:11
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