Congestion management based on particle swarm optimization

被引:0
|
作者
Chen, Zhi xu [1 ]
Zhang, Li zi [1 ]
Shu, Jun [1 ]
机构
[1] N China Elect Power Univ, Beijing, Peoples R China
关键词
electricity market; congestion management; PSO; interior point method; Genetic Algorithm; double fitness value;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
After analyzing the regulation of North East China electricity market and the constraint of safe operation of unit and transmission grid, this paper proposes a congestion management model that is appropriate for power pool. PSO(Particle Swarm Optimizer) is introduced to solve the complex nonlinear model. The results caused by different PSO parameters are analyzed through using IEEE30 bus system. As shown in the results, relief congestion using PSO is proved to be effective, which excels curtailment congestion using interior point method and Genetic Algorithm.
引用
收藏
页码:1019 / 1023
页数:5
相关论文
共 50 条
  • [1] Sensitivity and Particle Swarm Optimization-based Congestion Management
    Pandya, K. S.
    Joshi, S. K.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2013, 41 (04) : 465 - 484
  • [2] Congestion Management based on Constriction Factor Approach Particle Swarm Optimization
    Naik, B. Baddu
    Raju, Ch. Padmanabha
    Rao, R. Srinivasa
    2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, SIGNALS, COMMUNICATION AND OPTIMIZATION (EESCO), 2015,
  • [3] Optimal Rescheduling of Generators for Congestion Management Based on Particle Swarm Optimization
    Dutta, Sudipta
    Singh, S. P.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (04) : 1560 - 1569
  • [4] Transmission Congestion Management Using Particle Swarm Optimization
    Balaraman, Sujatha
    Kamaraj, N.
    JOURNAL OF ELECTRICAL SYSTEMS, 2011, 7 (01) : 54 - 70
  • [5] Congestion Management Using Multiobjective Particle Swarm Optimization
    Hazra, Jagabondhu
    sinha, Avinash
    2008 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-11, 2008, : 1053 - 1053
  • [6] Congestion management using multiobjective particle swarm optimization
    Hazra, Jagabondhu
    Sinha, Avinash K.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) : 1726 - 1734
  • [7] Congestion Management Using Hybrid Particle Swarm Optimization Technique
    Balaraman, Sujatha
    Kamaraj, N.
    INTERNATIONAL JOURNAL OF SWARM INTELLIGENCE RESEARCH, 2010, 1 (03) : 51 - +
  • [8] Particle Swarm Optimization with Time Varying Acceleration Coefficients for Congestion Management
    Muneender, E.
    Vinodkumar, D. M.
    2012 IEEE CONFERENCE ON SUSTAINABLE UTILIZATION AND DEVELOPMENT IN ENGINEERING AND TECHNOLOGY (STUDENT), 2012, : 92 - 96
  • [9] Congestion Management Using Improved Inertia Weight Particle Swarm Optimization
    Siddiqui, Anwar Shahzad
    Sarwar, Md
    Ahsan, Shahzad
    2014 6TH IEEE POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2014,
  • [10] Velocity Feedback Adaptive Particle Swarm Optimization for Optimal Congestion Management
    Erukulla, Muneender
    Vinodkumar, D. M.
    JOURNAL OF ELECTRICAL SYSTEMS, 2012, 8 (02) : 160 - 177