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基于改进教与学优化算法的配电网重构

邱骁奇 胡志坚

电力系统保护与控制2016,Vol.44Issue(12):42-49,8.
电力系统保护与控制2016,Vol.44Issue(12):42-49,8.DOI:10.7667/PSPC151271

基于改进教与学优化算法的配电网重构

Reconfiguration of distribution network based on improved teaching-learning-based optimization algorithm

邱骁奇 1胡志坚1

作者信息

  • 1. 武汉大学电气工程学院,湖北 武汉 430072
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摘要

Abstract

The reconfiguration of distribution network can reduce the loss of positive power in normal condition. There are many optimization algorithms for the reconfiguration of distribution network. As an emerging algorithm, Teaching-Learning-Based Optimization (TLBO) Algorithm has some advantages. For example, the algorithm has less algorithm-specific parameters,and iseasy to understand and converge quickly. So TLBO is very suitable for the reconfiguration of distribution networks which is a multi-objective and multi-constraint problem. This paper chooses the minimization of the net loss and the switch operation times as the objectives,considers the costs of operations,and introduces TLBO into the research of distribution network reconfiguration.It elaborates on the coding strategy and the principle of modification of individual during iterations and self-adaptive modification of teaching factor in TLBO algorithm. The simulation results of PG&E 69 and a practical distribution network of a city validate the effectiveness of the improved TLBO proposed.

关键词

配电网重构/网络化简/改进教与学算法/教学因子

Key words

distribution network reconfiguration/network simplification/improved Teaching-Learning-Based Optimization/teaching factor

引用本文复制引用

邱骁奇,胡志坚..基于改进教与学优化算法的配电网重构[J].电力系统保护与控制,2016,44(12):42-49,8.

基金项目

高等学校博士学科点专项科研基金项目(20110141110032)@@@@This work is supported by Research Fund for the Doctoral Program of Higher Education of China (No.20110141110032) (20110141110032)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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