全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
电网技术  2006 

电力系统经济负荷分配的人工免疫混沌优化算法

, PP. 41-44

Keywords: 电力系统,经济负荷分配,人工免疫算法,混沌优化

Full-Text   Cite this paper   Add to My Lib

Abstract:

提出了一种用于求解复杂电力系统经济负荷分配问题的新的人工免疫混沌优化算法,该算法融合了人工免疫算法极强的全局搜索能力以及混沌优化方法适合局部搜索的特点。在优化过程中,人工免疫算法通过克隆选择、克隆扩增和高频变异形成记忆细胞,并将其作为最优解的近似解,然后按混沌运动规律在近似解的邻域内进行局部搜索,进而获得精确的最优解。多个算例仿真结果表明,所提出的算法能够有效地解决经济负荷分配问题。

References

[1]  候云鹤,鲁丽娟,熊信艮,等.改进粒子群算法及其在电力系统经济负荷分配中的应用[J].中国电机工程学报,2004,24(7): 95-100.
[2]  Hou Yunhe,Lu Lijuan,Xiong Xinyin,et al.Enhanced particle swarm optimization algorithm and its application on economic dispatch of power systems[J].Proceedings of the CSEE,2004,24(7):95-100(in Chinese).
[3]  Walters D C,Sheble G B.Genetic algorithm solution of economic dispatch with valve point loading[J].IEEE Trans. on Power Systems,1993,8(3):1325-1332.
[4]  吴磊,翟桥柱,管晓宏.发电经济调度可行解判据及其求解方法[J].电网技术,2004,28(1):1-4.
[5]  Wu Lei,Zhai Qiaozhu,Guan Xiaohong.Feasible solution criterion of power generation optimal scheduling and its solution[J].Power System Technology,2004,28(1):1-4(in Chinese).
[6]  陈星莺,钱锋,杨素琴.模糊动态规划法在配电网无功优化控制中的应用[J].电网技术,2003,27(2):68-72.
[7]  Chen Xingying,Qian Feng,Yang Suqin.Application of fuzzy dynamic programming approach to optimal reactive control in distribution system[J].Power System Technology,2003,27(2): 68-72(in Chinese).
[8]  Bakirtzis A,Petridis V,Kazarlis S.Genetic algorithm solution to the economic dispatch problem[J].IEE Proc. Generation,Transmission and Distribution,1994,141(4):377- 382.
[9]  马瑞,穆大庆,李欣然,等.电力市场中日有功负荷多目标分配模糊决策的研究[J].电网技术,2001,25(2):25-29.
[10]  Ma Rui, Mu Daqing,Li Xinran,et al.Study on fuzzy decision of multi-objective dispatch strategy for daily active power in electricity market[J].Power System Technology,2001,25(2):25-29(in Chinese).
[11]  system[J].Power System Technology,2004,28(21):34-38(in Chinese).
[12]  Timmis J,Knight T.Artificial immunes system:using the immune system as inspiration for data mining[C].//Abbass H A,Sarker R A,Newton C S.Data mining:a heuristic approach.Hershey:Idea Publishing Group,2001:209-230.
[13]  Su C T,Chiou G J,Lee C S.A hopfield model to economic dispatch of power systems having special units[C].Proceedings of IEEE International Conference on Industrial Technology,2000.
[14]  唐巍,李殿璞.电力系统经济负荷分配的混沌优化方法[J].中国电机工程学报,2000,20(10):36-40.
[15]  Tang Wei,Li Dianpu.Chaotic optimization for economic dispatch of power systems[J].Proceedings of the CSEE,2000,20(10):36-40(in Chinese).
[16]  候云鹤,熊信艮,吴耀武,等.基于广义蚁群算法的电力系统经济负荷分配[J].中国电机工程学报,2003,23(3):59-64.
[17]  Hou Yunhe,Xiong Xinyin,Wu Yaowu,et al.Economic dispatch of power systems based on generalized ant colony optimization method [J].Proceedings of the CSEE,2003,23(3):59-64(in Chinese).
[18]  杨俊杰,周建中,吴玮,等.改进粒子群优化算法在负荷经济分配中的应用[J].电网技术,2005,29(2):1-4.
[19]  Yang Junjie,Zhou Jianzhong,Wu Wei,et al.Application of improved particle swarm optimization in economic dispatching[J].Power System Technology,2005,29(2):1-4(in Chinese).
[20]  Khawa T,Rahman A,Yasin Z M,et al.Artificial-immune- based for solving economic dispatch in power system[C].National Power and Energy Conference,2004.
[21]  毛亚林,张国忠,朱斌,等.基于混沌模拟退火神经网络模型的电力系统经济负荷分配[J].中国电机工程学报,2005,25(3):65-70.
[22]  Mao Yalin,Zhang Guozhong,Zhu Bin,et al.Economic load dispatch of power system based on chaotic simulated annealing neural network model[J].Proceedings of the CSEE,2005,25(3):65- 70(in Chinese).
[23]  侯云鹤,鲁丽娟,熊信艮,等.广义蚁群与粒子群结合算法在电力系统经济负荷分配中的应用[J].电网技术,2004,28(21):34-38.
[24]  Hou Yunhe,Lu Lijuan,Xiong Xinyin,et al.Application of generalized ant colony optimization algorithm integrated with particle swarm optimization algorithm in economic dispatch of power
[25]  张彤,王宏伟,王子才.变尺度混沌优化方法及其应用[J].控制与决策,l999,l4(3):285-288.
[26]  Zhang Tong,Wang Hongwei,Wang Zicai.Mutative scale chaos optimization algorithm and its application[J].Control and Decision, 1999,14(3):285-288(in Chinese).
[27]  de Casto L N,Von Zuben F J.Learning and optimization using the clonal selection principle[J].IEEE Trans. on Evolution Computation.2002,24(3):239-251.
[28]  卓峻峰,赵冬梅.基于混沌搜索的多目标模糊优化潮流算法[J].电网技术,2003,27(2):41-49.
[29]  Zhuo Junfeng,Zhao Dongmei.A chaos optimization based algorithm for multi-objective fuzzy optimal power flow[J].Power System Technology,2003,27(2):41-49(in Chinese).

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133