Particle swarm optimization to solving the economic dispatch considering the generator constraints

被引:1136
|
作者
Gaing, ZL [1 ]
机构
[1] Kao Yuan Inst Technol, Dept Elect Engn, Kaohsiung 821, Taiwan
关键词
economic dispatch; genetic algorithm; particle swarm optimization; prohibited operating zone;
D O I
10.1109/TPWRS.2003.814889
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a particle swarm optimization (PSO) method for solving the economic dispatch (ED). problem in power systems. Many nonlinear characteristics of the generator, such as ramp rate limits, prohibited operating zone, and nonsmooth cost functions are considered using the proposed method in practical generator operation. The feasibility of the proposed method is demonstrated for three different systems, and it is compared with the GA method in terms of the solution quality and computation efficiency. The experimental results show that the proposed PSO method was indeed capable of obtaining higher quality solutions efficiently in ED problems.
引用
收藏
页码:1187 / 1195
页数:9
相关论文
共 50 条
  • [31] Particle swarm optimization for security constrained economic dispatch
    Pancholi, RK
    Swarup, KS
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INTELLIGENT SENSING AND INFORMATION PROCESSING, 2004, : 7 - 12
  • [32] Economic dispatch using particle swarm optimization: A review
    Mahor, Amita
    Prasad, Vishnu
    Rangnekar, Saroj
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2009, 13 (08): : 2134 - 2141
  • [33] Particle Swarm Optimization Applied to the Economic Dispatch Problem
    Labdani, Rafik
    Slimani, Linda
    Bouktir, Tarek
    JOURNAL OF ELECTRICAL SYSTEMS, 2006, 2 (02) : 95 - 102
  • [34] Modulated particle swarm optimization for economic emission dispatch
    Jadoun, Vinay Kumar
    Gupta, Nikhil
    Niazi, K. R.
    Swamkar, Anil
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 : 80 - 88
  • [35] Power Economic Dispatch Using Particle Swarm Optimization
    Iqbal, H. M. Zahid
    Ashraf, A.
    Ahmad, A.
    2015 POWER GENERATION SYSTEMS AND RENEWABLE ENERGY TECHNOLOGIES (PGSRET-2015), 2015, : 198 - 204
  • [36] Solving Economic Dispatch Problems with Valve-point Effects using Particle Swarm Optimization
    Deep, Kusum
    Bansal, Jagdish Chand
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2012, 18 (13) : 1842 - 1852
  • [37] An Extension of Particle Swarm Optimization (E-PSO) Algorithm for Solving Economic Dispatch Problem
    Zakaria, Zetty N.
    Azmi, Azralmukmin
    Laili, Muhammad S.
    Jamalil, Syed A. Syed
    Sulaiman, Mohd H.
    2013 FIRST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, MODELLING AND SIMULATION (AIMS 2013), 2013, : 157 - 161
  • [38] Solving the economic dispatch problem with a modified quantum-behaved particle swarm optimization method
    Sun, Jun
    Fang, Wei
    Wang, Daojun
    Xu, Wenbo
    ENERGY CONVERSION AND MANAGEMENT, 2009, 50 (12) : 2967 - 2975
  • [39] Solving Economic Dispatch in Competitive Power Market Using Improved Particle Swarm Optimization Algorithm
    Lotfi, Hossein
    Dadpour, Ali
    Samadi, Mahdi
    2017 CONFERENCE ON ELECTRICAL POWER DISTRIBUTION NETWORKS CONFERENCE (EPDC), 2017, : 188 - 195
  • [40] Particle swarm optimization with quasi-newton local search for solving economic dispatch problem
    dos Santos Coelho, Leandro
    Mariani, Viviana Cocco
    2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 3109 - +