Improving the B&B search for large-scale hydrothermal weekly scheduling problems

被引:36
作者
Parrilla, Ernesto [1 ]
Garcia-Gonzalez, Javier [1 ]
机构
[1] Univ Pontifica Comillas Madrid, IIT, Madrid 28015, Spain
关键词
large-scale hydrothermal scheduling; head dependent reservoirs; mixed-integer linear programming;
D O I
10.1016/j.ijepes.2005.12.008
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
This paper presents an optimization based algorithm to solve the weekly scheduling problem of a large-scale hydrothermal power system, formulated as a mixed-integer linear programming model (MILP). The main drawback of the MILP approach is the high computational burden required to solve large-size problems. The proposed algorithm tackles this problem by providing an initial feasible and integer solution, which enhances the search of the Branch and Bound (B&B) over the space of feasible solutions, reducing the resolution time. A detailed representation of thermal, pumped storage, and hydroelectric units is considered, taking into account the net head dependence of hydro plants by means of an under-relaxed iterative process. The presented algorithm has been applied to real-scale study cases, obtaining satisfactory results in computational time and optimality. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:339 / 348
页数:10
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