Fuzzy controlled parallel PSO to solving large practical economic dispatch
作者： Belkacem Mahdad , K. Srairi , T. Bouktir , M. El Benbouzid
DOI: 10.1109/ENERGYCON.2010.5771703
关键词: Fuzzy set 、 Particle swarm optimization 、 Economic dispatch 、 Robustness (computer science) 、 Local search (optimization) 、 Fuzzy control system 、 Mathematical optimization 、 Fuzzy logic 、 Global optimization 、 Mathematics
摘要: This paper proposes a version of fuzzy controlled parallel particle swarm optimization approach based decomposed network (FCP-PSO) to solve large nonconvex economic dispatch problems. The proposed combines practical experience extracted from global database formulated in rules adjust dynamically the three parameters associated PSO mechanism search. adaptive executed procedure as local search explore space very effectively. robustness modified tested on 40 generating units with prohibited zones and compared recent hybrid methods. results show that can converge near solution obtain competitive reasonable time previous approaches.
sci-hub.se 参考文章(24)
B. Mahdad, T. Bouktir, K. Srairi, OPF with Environmental Constraints with Multi Shunt Dynamic Controllers using Decomposed Parallel GA: Application to the Algerian Network Journal of Electrical Engineering & Technology. ,vol. 4, pp. 55- 65 ,(2009) , 10.5370/JEET.2009.4.1.055
Belkacem Mahdad, T. Bouktir, K. Srairi, Strategy based PSO for Dynamic Control of UPFC to Enhance Power System Security Journal of Electrical Engineering & Technology. ,vol. 4, pp. 315- 322 ,(2009) , 10.5370/JEET.2009.4.3.315
Belkacem Mahdad, T. Bouktir, K. Srairi, M. EL Benbouzid, Dynamic Strategy Based Fast Decomposed GA Coordinated with FACTS devices to enhance the Optimal Power Flow Energy Conversion and Management. ,vol. 51, pp. 1370- 1380 ,(2010) , 10.1016/J.ENCONMAN.2009.12.018
Leandro dos Santos Coelho, Viviana Cocco Mariani, Particle swarm approach based on quantum mechanics and harmonic oscillator potential well for economic load dispatch with valve-point effects Energy Conversion and Management. ,vol. 49, pp. 3080- 3085 ,(2008) , 10.1016/J.ENCONMAN.2008.06.009
M. Fesanghary, M.M. Ardehali, A novel meta-heuristic optimization methodology for solving various types of economic dispatch problem Energy. ,vol. 34, pp. 757- 766 ,(2009) , 10.1016/J.ENERGY.2009.02.007
B.K. Panigrahi, V. Ravikumar Pandi, Sanjoy Das, Adaptive particle swarm optimization approach for static and dynamic economic load dispatch Energy Conversion and Management. ,vol. 49, pp. 1407- 1415 ,(2008) , 10.1016/J.ENCONMAN.2007.12.023
Leandro dos Santos Coelho, Chu-Sheng Lee, Solving economic load dispatch problems in power systems using chaotic and Gaussian particle swarm optimization approaches International Journal of Electrical Power & Energy Systems. ,vol. 30, pp. 297- 307 ,(2008) , 10.1016/J.IJEPES.2007.08.001
Taher Niknam, A new fuzzy adaptive hybrid particle swarm optimization algorithm for non-linear, non-smooth and non-convex economic dispatch problem Applied Energy. ,vol. 87, pp. 327- 339 ,(2010) , 10.1016/J.APENERGY.2009.05.016
T.Aruldoss Albert Victoire, A.Ebenezer Jeyakumar, Hybrid PSO–SQP for economic dispatch with valve-point effect Electric Power Systems Research. ,vol. 71, pp. 51- 59 ,(2004) , 10.1016/J.EPSR.2003.12.017
Cheng-Chien Kuo, A novel string structure for economic dispatch problems with practical constraints Energy Conversion and Management. ,vol. 49, pp. 3571- 3577 ,(2008) , 10.1016/J.ENCONMAN.2008.07.007