Multi-step Simultaneous Changes Constructive Heuristic Algorithm For Transmission Network Expansion Planning

Enrique Bustamante-Cedeno; Sant Arora

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Multi-step Simultaneous Changes Constructive Heuristic Algorithm For Transmission Network Expansion Planning

机译：传输网络扩展规划的多步同时变化构造启发式算法

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In this paper, a Constructive Heuristic Algorithm (CHA) is presented to solve the Transmission Network Expansion Planning Problem (TNEP), a complex non-convex Mixed Integer Non-Linear Programming (MINLP) problem with multiple local minima. In the proposed algorithm, the non-linearities are resolved through the following feature: when discrete decision variables are given, the model becomes linear in the continuous variables. A CHA is developed which improves the current solution by implementing multiple step simultaneous changes over a number of saturated transmission lines, in contrast to the approach traditionally followed, which implements one change at a time. Solutions to test problems are computed.

机译：本文提出了一种构造启发式算法（CHA）来解决传输网络扩展规划问题（TNEP），这是一个具有多个局部极小值的复杂的非凸混合整数非线性规划（MINLP）问题。在提出的算法中，通过以下特征解决了非线性问题：当给出离散决策变量时，模型在连续变量中变为线性。与传统上采用的每次执行一个更改的方法相比，开发了一种CHA，通过在多个饱和传输线上执行多步同时更改来改进当前解决方案。计算测试问题的解决方案。

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来源
《Electric power systems research》 |2009年第4期|p.586-594|共9页
作者
Enrique Bustamante-Cedeno; Sant Arora;
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作者单位

Industrial and Systems Engineering Division, Mechanical Engineering Department, University of Minnesota, 111 Church Street, S.E., Minneapolis, MN 55455, United States;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类理论与分析;发电、发电厂;
关键词
transmission network expansion planning; constructive heuristic algorithm; mixed integer non-linear programming; non-convex optimization; power deregulation;

机译：输电网络扩展规划;建设性启发式算法;混合整数非线性规划;非凸优化;功率调节;

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Multi-step Simultaneous Changes Constructive Heuristic Algorithm For Transmission Network Expansion Planning

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