Backtracking search algorithm for solving economic dispatch problems with valve-point effects and multiple fuel options

被引：157
作者：
Modiri-Delshad, Mostafa [1 ]
Kaboli, S. Hr Aghay [1 ]
Taslimi-Renani, Ehsan [1 ]
Abd Rahim, Nasrudin [1 ,2 ]
机构：
[1] Wisma R&D Univ Malaya, UM Power Energy Dedicated Adv Ctr UMPEDAC, Level 4,Jalan Pantai Baharu, Kuala Lumpur 59990, Malaysia
[2] King Abdulaziz Univ, Renewable Energy Res Grp, Jeddah 21589, Saudi Arabia
来源：
ENERGY | 2016年 / 116卷
关键词：
Valve-point loading effects; Multiple fuel option; Economic dispatch; Non-convex; Transmission loss; Backtracking search algorithm; PARTICLE SWARM OPTIMIZATION; LOAD DISPATCH; DIFFERENTIAL EVOLUTION; SQP METHOD; NONSMOOTH; EMISSION;
D O I：
10.1016/j.energy.2016.09.140
中图分类号：
O414.1 [热力学];
学科分类号：
摘要：
This paper presents backtracking search algorithm (BSA) for solving economic dispatch (ED) problems with considering valve-point loading effects, prohibited operating zones, and multiple fuel options. The proposed method is an evolutionary technique of optimization with simple structure and single control parameter to solve numerical optimization problems. It is a powerful method for effectively exploring the search space of an optimization problem to find the optimal solution within a low computation time. Different test systems with up to 160 generating units have been used to show the performance of BSA to solve ED problems with high nonlinearities. The results are compared with several methods of optimization to verify the high performance of BSA for solving the ED problems. Statistical analysis of the results among 50 independent runs has been carried out to validate the BSA as a highly robust method. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码：637 / 649
页数：13
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