期刊文献+

粒子群优化算法及其在电力系统中的应用 被引量:18

Particle Swarm Optimization and Its Applications in Power Systems
下载PDF
导出
摘要 PSO(粒子群优化)算法是一种新兴的优化技术。该算法可调参数少,简单易实现且功能强大。文章详细介绍了PSO的基本原理、各种改进算法以及它们在电力系统中的应用,并对今后可能的应用指出了研究方向。 Particle swarm optimization (PSO) is a new optimization technique. This method is easy to implement and possesses excellent performance. It has a few parameters needing to be tuned. The basic principles of PSO are presented. Various improvements and applications of PSO in power system are suggested. The research trends towards the applications in the future is predicated.
作者 魏星 崔鹏程
出处 《电力科学与工程》 2005年第3期21-24,30,共5页 Electric Power Science and Engineering
关键词 粒子群优化 演化算法 电力系统 particle swarm optimization evolutionary algorithm power system
  • 相关文献

参考文献6

二级参考文献51

  • 1[1]Huang Y C, Yang H T, Huang C L. Solving the capacitor placement problem in a radial distribution system using tabu search approach [J]. IEEE Trans on Power Systems, 1996, 11(4):1868-1873.
  • 2[2]Kalyuzhny A, Levitin G, Elmakis D, et al. System approach to shunt capacitor allocation in radial distribution systems [J]. Electric Power Systems Research, 2000, 56(1):51-60.
  • 3[3]Sundhararajan S, Pahwa A. Optimal selection of capacitors for radial distribution systems using a genetic algorithm [J]. IEEE Trans on Power Systems, 1994, 9(3): 1499-1506.
  • 4[4]Kennedy J, Eberhart R. Particle swarm optimization[C]. Proceedings of IEEE International Conference on Neural Networks, Perth, Australia, 1995.
  • 5[5]Eberhart R, Kennedy J. A new optimizer using particle swarm theory[C]. Proceedings of Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1995.
  • 6[6]Yoshida H, Kawata K, Fukuyama Y. A particle swarm optimization for reactive power and voltage control considering voltage security assessment [J]. IEEE Trans on Power Systems, 2000, 15(4):1232-1239.
  • 7[7]Clerc M. The swarm and the queen: towards a deterministic and adaptive particle swarm optimization[C]. Proc. 1999 ICEC, Washington DC, 1999.
  • 8[8]Eberhart R, Shi Y. Comparing inertia weights and constriction factors in particle swarm optimization[C]. Proceedings of the 2000 Congress on Evolutionary Computation, La Jolla, CA, USA, 2000.
  • 9[9]Baghzouz Y. Effects of nonlinear loads on optimal capacitor placement in radial feeders [J]. IEEE Trans on Power Delivery, 1991, 6(1):245-251.
  • 10[10]Grainger J J, Lee S H. Capacity release by shunt capacitor placement on distribution feeders: a new voltage-dependent model [J]. IEEE Trans on Power Apparatus and Systems, 1982, 101(5):1236-1244.

共引文献166

同被引文献134

引证文献18

二级引证文献61

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部