Dynamic economic dispatch using harmony search algorithm with modified differential mutation operator

被引:16
作者
Chakraborty, Prithwish [2 ]
Roy, Gourab Ghosh [2 ]
Panigrahi, B. K. [3 ]
Bansal, R. C. [1 ]
Mohapatra, Ankita [4 ]
机构
[1] Univ Queensland, Sch Informat Technol & Elect Engn, St Lucia, Qld, Australia
[2] Jadavpur Univ, Dept Elect & Telecommun Engn, Kolkata, India
[3] Indian Inst Technol, Dept Elect Engn, Delhi, India
[4] Siksha O Anusandhan Univ, ITER, Dept Elect Engn, Bhubaneswar, Orissa, India
关键词
Economic load dispatch; Transmission loss; Prohibited operating zone; Differential harmony search; Harmony search with modified differential mutation operator; PARTICLE SWARM OPTIMIZATION; GENETIC ALGORITHM; UNITS;
D O I
10.1007/s00202-011-0230-6
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
Dynamic economic dispatch (DED), which is a complex non-linear constrained optimization problem, has a pivotal role in power system operation. It is one of the prime functions of power generation and control, where the aim is to operate an electrical power system most economically while the system operation is within its security limits. This problem possess non-convex characteristic when generation unit valve-point effects are considered. This paper proposes to solve DED problem with valve-point effects, using a modified form of recently developed differential harmony search algorithm. A five- and ten-unit system with non-smooth fuel cost function is used to establish the effectiveness of the proposed method over various other methods. It is shown that the proposed method is capable of providing better quality solutions.
引用
收藏
页码:197 / 205
页数:9
相关论文
共 28 条
[1]  
[Anonymous], 1995, Tech. Rep. TR-95-012
[2]   A hybrid EP and SQP for dynamic economic dispatch with nonsmooth fuel cost function [J].
Attaviriyanupap, P ;
Kita, H ;
Tanaka, E ;
Hasegawa, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (02) :411-416
[3]   Differential evolution-based dynamic economic dispatch of generating units with valve-point effects [J].
Balamurugan, R. ;
Subramanian, S. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2008, 36 (08) :828-843
[4]   Hybridization of Artificial Immune Systems and Sequential Quadratic Programming for Dynamic Economic Dispatch [J].
Basu, M. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2009, 37 (09) :1036-1045
[5]  
Chakraborty P., 2009, FUNDAMENTA INFORM J
[6]   Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels [J].
Chiang, CL .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (04) :1690-1699
[7]   Particle swarm optimization to solving the economic dispatch considering the generator constraints [J].
Gaing, ZL .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) :1187-1195
[8]  
Geem Z. W., 2002, International Journal of Modelling and Simulation, V22, P125
[9]  
Geem Z.W., 2005, AM J APPL SCI, V2, P1552, DOI DOI 10.3844/AJASSP.2005.1552.1557
[10]   A new heuristic optimization algorithm: Harmony search [J].
Geem, ZW ;
Kim, JH ;
Loganathan, GV .
SIMULATION, 2001, 76 (02) :60-68