A Modified Branch and Bound Algorithm to Solve the Transmission Expansion Planning Problem

被引:0
|
作者
Delgado, M. A. J. [1 ]
Pourakbari-Kasmaei, M. [1 ]
Rider, M. J. [1 ]
机构
[1] UNESP, Dept Elect & Elect Engn, Ilha Solteira, Brazil
关键词
Branch and Bound algorithm; nonlinear mixed integer programming; transmission expansion planning;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper a novel Branch and Bound (B&B) algorithm to solve the transmission expansion planning which is a non-convex mixed integer nonlinear programming problem (MINLP) is presented. Based on defining the options of the separating variables and makes a search in breadth, we call this algorithm a B&BML algorithm. The proposed algorithm is implemented in AMPL and an open source Ipopt solver is used to solve the nonlinear programming (NLP) problems of all candidates in the B&B tree. Strategies have been developed to address the problem of non-linearity and non-convexity of the search region. The proposed algorithm is applied to the problem of long-term transmission expansion planning modeled as an MINLP problem. The proposed algorithm has carried out on five commonly used test systems such as Garver 6-Bus, IEEE 24-Bus, 46-Bus South Brazilian test systems, Bolivian 57-Bus, and Colombian 93-Bus. Results show that the proposed methodology not only can find the best known solution but it also yields a large reduction between 24% to 77.6% in the number of NLP problems regarding to the size of the systems.
引用
收藏
页码:234 / 238
页数:5
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