A hybrid chaotic genetic algorithm for short-term hydro system scheduling

被引：107
|
作者：
Yuan, XH [1 ]
Yuan, YB [1 ]
Zhang, YC [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Dept Hydropower & Automat Engn, Wuhan 430074, Hubei, Peoples R China
来源：
MATHEMATICS AND COMPUTERS IN SIMULATION | 2002年 / 59卷 / 04期
关键词：
chaos; genetic algorithm; short-term optimal dispatch; hydroelectric system;
D O I：
10.1016/S0378-4754(01)00363-9
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper proposes a novel hybrid chaotic genetic algorithm (HCGA) to solve the short-term generation scheduling of hydro system. The integration of chaotic sequence and genetic algorithm with a new self-adaptive error back-propagation mutation operator are developed, which can overcome premature and increase the convergence speed. Simulation results have demonstrated that the proposed approach is feasible and effective for the applications. (C) 2002 IMACS. Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码：319 / 327
页数：9
相关论文
共 50 条
  • [1] Advanced hybrid genetic algorithm for short-term generation scheduling
    El Desouky, AA
    Aggarwal, R
    Elkateb, MM
    Li, F
    [J]. IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2001, 148 (06) : 511 - 517
  • [2] A diploid genetic approach to short-term scheduling of hydro-thermal system
    Wu, YG
    Ho, CY
    Wang, DY
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (04) : 1268 - 1274
  • [3] Short-term hydro scheduling in a liberalized power system
    Fosso, OB
    Belsnes, MM
    [J]. 2004 International Conference on Power System Technology - POWERCON, Vols 1 and 2, 2004, : 1321 - 1326
  • [4] Hybrid simulated annealing/genetic algorithm approach to short-term hydro-thermal scheduling with multiple thermal plants
    Wong, SYW
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2001, 23 (07) : 565 - 575
  • [5] Short-term Hydrothermal Scheduling Based on Adaptive Chaotic Real Coded Genetic Algorithm
    Fang, Na
    Zhou, Jianzhong
    Ma, Jimin
    [J]. 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 3412 - 3416
  • [6] A novel chaotic differential evolution algorithm for short-term cascaded hydroelectric system scheduling
    He, Yaoyao
    Xu, Qifa
    Yang, Shanlin
    Han, Aoyang
    Yang, Li
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 61 : 455 - 462
  • [7] Short-term generation scheduling model of Fujian hydro system
    Wang, Jinwen
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2009, 50 (04) : 1085 - 1094
  • [8] A Review of Short-Term Hydro Scheduling Tools
    Osorio, G. J.
    Matias, J. C. O.
    Catalao, J. P. S.
    [J]. 2013 48TH INTERNATIONAL UNIVERSITIES' POWER ENGINEERING CONFERENCE (UPEC), 2013,
  • [9] A genetic algorithm solution to the optimal short-term hydrothermal scheduling
    Kumar, V. Senthil
    Mohan, M. R.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (04) : 827 - 835
  • [10] Short-Term Hydro-Thermal-Solar Scheduling with CCGT Based on Self-Adaptive Genetic Algorithm
    Postolov, Borche
    Hinov, Nikolay
    Iliev, Atanas
    Dimitrov, Dimitar
    [J]. ENERGIES, 2022, 15 (16)
12345