Multiobjective power and emission dispatch using modified group search optimization method

被引:23
作者
Daryani, Narges [1 ]
Zare, Kazem [1 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
关键词
Multi-objective optimization; Environmental dispatch; Group search optimization; Combined power and emission dispatch; PARTICLE SWARM OPTIMIZATION; ECONOMIC LOAD DISPATCH; CODED GENETIC ALGORITHM; ENVIRONMENTAL/ECONOMIC DISPATCH; TABU SEARCH; NONCONVEX;
D O I
10.1016/j.asej.2016.03.001
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents heuristic modified group search optimization (MGSO) algorithm for solving multi-objective combined economic power and emission dispatch problem. Some modifications are applied on the conventional GSO method to improve its convergence characteristics. Simulations are carried out on IEEE 30 bus standard system in order to validate effectiveness of the proposed method. Simulation analyses are implemented for mentioned system with and without loss considering pure power, pure emission and combined economic power and emission dispatch. Numerical results indicate that, the proposed method has better performance and convergence time, in comparison with some recently published methods. (C) 2016 Ain Shams University. Production and hosting by Elsevier B.V.
引用
收藏
页码:319 / 328
页数:10
相关论文
共 35 条
[1]   Environmental/economic power dispatch using multiobjective evolutionary algorithms [J].
Abido, MA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (04) :1529-1537
[2]   A novel multiobjective evolutionary algorithm or environmental/economic power dispatch [J].
Abido, MA .
ELECTRIC POWER SYSTEMS RESEARCH, 2003, 65 (01) :71-81
[3]   A niched Pareto genetic algorithm for multiobjective environmental/economic dispatch [J].
Abido, MA .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2003, 25 (02) :97-105
[4]   Differential evolution algorithm for emission constrained economic power dispatch problem [J].
Abou El Ela, A. A. ;
Abido, M. A. ;
Spea, S. R. .
ELECTRIC POWER SYSTEMS RESEARCH, 2010, 80 (10) :1286-1292
[5]   Solution of nonconvex and nonsmooth economic dispatch by a new Adaptive Real Coded Genetic Algorithm [J].
Amjady, Nima ;
Nasiri-Rad, Hadi .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (07) :5239-5245
[6]   SHORT-TERM SCHEDULING OF THERMAL-ELECTRIC GENERATORS USING LAGRANGIAN-RELAXATION [J].
BARD, JF .
OPERATIONS RESEARCH, 1988, 36 (05) :756-766
[7]   Hybrid real coded genetic algorithm solution to economic dispatch problem [J].
Baskar, S ;
Subbaraj, P ;
Rao, MVC .
COMPUTERS & ELECTRICAL ENGINEERING, 2003, 29 (03) :407-419
[8]   Economic environmental dispatch using multi-objective differential evolution [J].
Basu, M. .
APPLIED SOFT COMPUTING, 2011, 11 (02) :2845-2853
[9]   ASSESSING THE INFLUENCE OF POWER POOLS ON EMISSION CONSTRAINED ECONOMIC-DISPATCH [J].
BRODSKY, SFJ ;
HAHN, RW .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1986, 1 (01) :57-62
[10]   BRANCH-AND-BOUND SCHEDULING FOR THERMAL GENERATING-UNITS [J].
CHEN, CL ;
WANG, SC .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1993, 8 (02) :184-189