ECONOMIC LOAD DISPATCH USING HEURISTIC ALGORITHMS

被引:0
作者
Lingala, Ramadevi [1 ]
Bethina, Abhinaya [1 ]
Rao, P. V. Ramana [2 ]
Sumanth, K. [1 ]
机构
[1] SNIST, Dept EEE, Hyderabad, Andhra Pradesh, India
[2] ANU, Dept EEE, Guntur, India
来源
2015 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (WIECON-ECE) | 2015年
关键词
Cuckoo search; Indian Utility System; Levy Flight;
D O I
暂无
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
With the growth of commercial world, the utilization of electrical energy is also increased. Due to this the need to install large amount of power generation to meet the increasing load has become the basic utility, which is quite complex to distribute the power among large number of units economically in less time. This intricacy made to develop the faster convergent techniques to large systems. Economic load dispatch is a basic tool in balancing the power among units with minimum cost. Henceforth the paper evaluates and demonstrates the ELD with transmission losses in three best optimization techniques called Genetic Algorithm, Particle Swarm Optimization and Cuckoo Search Optimization Techniques abstracted from optimization world. A comparative analysis of three methods is done for 62-bus Indian utility system and other higher order systems. The paper ensures that the cuckoo search optimization technique is the best for faster convergence as well as for better economical and as the system size increases CSO provides the vast economic difference i.e. best economical than other methods.
引用
收藏
页码:519 / 522
页数:4
相关论文
共 12 条
  • [1] Adhinarayanan T, 2008, P IEEE PES TRANSM DI, P1
  • [2] Ahmad Anis., 2011, MIT International Journal of Electrical and Instrumentation Engineering, V1, P93
  • [3] [Anonymous], 2008, IEEE U POW ENG C 200
  • [4] [Anonymous], 2008, 14 INT C ISAP 2008
  • [5] Babu G. S. S., 2008, IET GEN TRANSM DISTR, V2
  • [6] Bindu A H., 2013, Int. Journal Of Engineering Research and Apllications, V3, P498
  • [7] Cuckoo Optimization Algorithm, 2011, CUCKOO OPTIMIZATION, P5508
  • [8] Dasgupta K, 2014, IEEE NONC EN ICONCE, VJan 2014
  • [9] Particle swarm optimization to solving the economic dispatch considering the generator constraints
    Gaing, ZL
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) : 1187 - 1195
  • [10] Lee K.Y., 2006, P IEEE PES POW SYST