Continuous quick group search optimizer for solving non-convex economic dispatch problems

被引:125
作者
Moradi-Dalvand, Mohammad [1 ]
Mohammadi-Ivatloo, Behnam [1 ]
Najafi, Arsalan [1 ]
Rabiee, Abbas [1 ]
机构
[1] Islamic Azad Univ, Ashtian Branch, Dept Elect Engn, Ashtian, Iran
关键词
Economic dispatch; Continuous quick group search optimizer algorithm; Valve-point effect; Prohibited operating zone; Ramp-rate limits; PARTICLE SWARM OPTIMIZATION; HYBRID DIFFERENTIAL EVOLUTION; LOAD DISPATCH; GENETIC ALGORITHM;
D O I
10.1016/j.epsr.2012.07.009
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
In this paper a new optimization algorithm is applied for solution of non-convex and large scale economic dispatch (ED) problems. A continuous version of quick group search optimizer (QGSO) algorithm is proposed. A more realistic ED formulation with considering valve-points effect, prohibited operating zones, transmission losses and ramp-rate limits is utilized. The performance of the proposed method is verified by implementation on five test systems. Case studies and numerical examples show that the proposed continuous QGSO algorithm has better solution quality comparing with the most of the latest reported algorithms in the literature. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:93 / 105
页数:13
相关论文
共 51 条
[1]   Economic dispatch using an enhanced Hopfield neural network [J].
Abdelaziz, A. Y. ;
Mekhamer, S. F. ;
Badr, M. A. L. ;
Kamh, M. Z. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2008, 36 (07) :719-732
[2]   Solution of non-convex economic dispatch problem considering valve loading effect by a new Modified Differential Evolution algorithm [J].
Amjady, Nima ;
Sharifzadeh, Hossein .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (08) :893-903
[3]  
[Anonymous], 2012, INT J SOFT COMPUT EN
[4]   Hybrid integer coded differential evolution-dynamic programming approach for economic load dispatch with multiple fuel options [J].
Balamurugan, R. ;
Subramanian, S. .
ENERGY CONVERSION AND MANAGEMENT, 2008, 49 (04) :608-614
[5]   Hybrid Differential Evolution With Biogeography-Based Optimization for Solution of Economic Load Dispatch [J].
Bhattacharya, Aniruddha ;
Chattopadhyay, Pranab Kumar .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (04) :1955-1964
[6]   Biogeography-Based Optimization for Different Economic Load Dispatch Problems [J].
Bhattacharya, Aniruddha ;
Chattopadhyay, Pranab Kumar .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (02) :1064-1077
[7]   Solving complex economic load dispatch problems using biogeography-based optimization [J].
Bhattacharya, Aniruddha ;
Chattopadhyay, P. K. .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (05) :3605-3615
[8]   Self-organizing hierarchical particle swarm optimization for nonconvex economic dispatch [J].
Chaturvedi, K. T. ;
Pandit, Manjaree ;
Srivastava, Laxmi .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) :1079-1087
[9]   Particle swarm optimization with time varying acceleration coefficients for non-convex economic power dispatch [J].
Chaturvedi, Krishna Teerth ;
Pandit, Manjaree ;
Srivastava, Laxmi .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2009, 31 (06) :249-257
[10]   Genetic-based algorithm for power economic load dispatch [J].
Chiang, C.-L. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2007, 1 (02) :261-269