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基于改进粒子群优化算法的输电系统多阶段协调规划 被引量:7

Particle swarm optimization for transmission systems multi-stage and coordinated planning
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摘要 提出了一种输电系统多阶段协调规划模型,模型中计入了以N-1静态安全条件表示的可靠性约束,并对采用粒子群优化算法PSO(Partic le Swarm Optim ization)来求解该模型进行了研究,引入新的变异策略对基本PSO算法进行了改进,改进后的算法可以处理多维的离散变量,有可能使粒子摆脱局部最优,提高搜索效率。仿真算例表明该方法用于输电系统的多阶段协调规划是可行的。 A new model of transmission system multi-stage and coordinated planning, is presented in this paper considering N-1 static security constraints, This paper presents an improved particle swarm optimization ( PSO ) algorithm and selects it as the solution to multi-stage planning of transmission systems. The improved PSO is available to handle multi-dimension discrete variables. And a new mutation operator is described to enhance the search efficiency of particles. The test results show that the improved PSO is feasible to apply to multi-stage planning of transmission systems.
出处 《继电器》 CSCD 北大核心 2005年第23期36-40,共5页 Relay
关键词 静态规划 多阶段协调规划 粒子群优化算法 N-1静态安全 static planning multi-stage planning particle swarm optimization N-1 static security constraints
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  • 1张升平,刘卫国.遗传算法理论与应用[J].长沙铁道学院学报,1993,11(2):41-49. 被引量:2
  • 2王秀丽,王锡凡.遗传算法在输电系统规划中的应用[J].西安交通大学学报,1995,29(8):1-9. 被引量:61
  • 3岑文辉,赵庆,戴文祥.遗传算法及在电网规划中的应用[J].电力系统及其自动化学报,1995,7(2):1-9. 被引量:26
  • 4张晓缋,戴冠中,徐乃平.一种新的优化搜索算法──遗传算法[J].控制理论与应用,1995,12(3):265-273. 被引量:96
  • 5沈善德(Shen Shande).电力系统辨识(Electric Power System Identification)[M].北京:清华大学出版社(Beijing:Tsinghua University Press),1993..
  • 6David C Walters, Gerald B Sheble. Genetic algorithm solution of economic dispatch with valve point loading [J]. IEEE Trans on PS, 1993, 8(3): 1325-1332.
  • 7Wheimin Lin, Fusheng Cheng, Mingtong Tsay. Nonconvex economic dispatch by integrated artificial intelligence [J]. IEEE Trans on PS, 2001,16(2): 307-311.
  • 8Rabin A Jabr, Alun H Coonick, Brian J Cory. A homogenous linear programming algorithm for the security constrained economic dispatch problem [J]. IEEE Trans on PS, 2000,15(3): 930-936.
  • 9Ji Yuan Fan, Lan Zhang. Real-time economic dispatch with line flow and emission constrains using quadratic programming [J]. IEEE Trans on PS,1998,13(2): 320-325.
  • 10Liang Z X, Glover D. A zoom feature for a dynamic programming solution to economic dispatch including transmission losses [J]. IEEE Trans on PS.1992, 7(2): 544-550.

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