Reactive power optimization by GA/SA/TS combined algorithms

被引:42
作者
Liu, YT [1 ]
Ma, L [1 ]
Zhang, JJ [1 ]
机构
[1] Shandong Univ, Dept Elect Power Engn, Jinan 250061, Peoples R China
关键词
reactive power optimization; genetic algorithm; tabu search;
D O I
10.1016/S0142-0615(01)00087-4
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
Global optimization techniques such as genetic algorithm (GA), simulated annealing (SA) and tabu search (TS) are widely used to combinatorial optimization in recent years. Combining the advantages of individual algorithms, three GA/SA/TS combined algorithms for the reactive power optimization are proposed in this paper. Trying to reasonably combine local and global search, they adopt the acceptance probability of SA to improve the convergence of the simple GA, and apply TS to find more accurate solutions. Results of a practical area power system in Shandong province of China demonstrate that the proposed method is effective to find better solutions within reasonable time. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:765 / 769
页数:5
相关论文
共 12 条
[1]  
Back T., 1997, IEEE Transactions on Evolutionary Computation, V1, P3, DOI 10.1109/4235.585888
[2]   Large-scale var optimization and planning by tabu search [J].
Gan, DQ ;
Qu, ZH ;
Cai, HZ .
ELECTRIC POWER SYSTEMS RESEARCH, 1996, 39 (03) :195-204
[3]   REACTIVE POWER OPTIMIZATION BY GENETIC ALGORITHM [J].
IBA, K .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1994, 9 (02) :685-692
[4]   An algorithm for thermal unit maintenance scheduling through combined use of GA SA and TS [J].
Kim, H ;
Hayashi, Y ;
Nara, K .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1997, 12 (01) :329-335
[5]   BANDWIDTH PACKING - A TABU SEARCH APPROACH [J].
LAGUNA, M ;
GLOVER, F .
MANAGEMENT SCIENCE, 1993, 39 (04) :492-500
[6]   Optimal reactive power planning using evolutionary algorithms: A comparative study for evolutionary programming, evolutionary strategy, genetic algorithm, and linear programming [J].
Lee, KY ;
Yang, FF .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (01) :101-108
[7]  
Liu Yutian, 2000, Automation of Electric Power Systems, V24, P61
[8]   Integrating genetic algorithms, tabu search, and simulated annealing for the unit commitment problem [J].
Mantawy, AH ;
Abdel-Magid, YL ;
Selim, SZ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (03) :829-836
[9]   A review of selected optimal power flow literature to 1993 part I: NonLinear and quadratic programming approaches [J].
Momoh, JA ;
El-Hawary, ME ;
Adapa, R .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (01) :96-104
[10]   A review of selected optimal power flow literature to 1993 part II: Newton, linear programming and interior point methods. [J].
Momoh, JA ;
El-Hawary, ME ;
Adapa, R .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (01) :105-111