最优动态调度问题的人工蜂群算法

2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics Pub Date : 2012-08-26 DOI:10.1109/IHMSC.2012.85

Li Zhang, Gao-Xia Wang, Jun Zhu, Xiaofeng He, Peng Liu

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引用次数: 2

摘要

本文采用人工蜂群算法求解电力系统最优动态调度问题。考虑了发电机的许多非线性特性，如阀点效应和输电网损耗。为了证明其可行性和有效性，对两种不同的系统进行了演示，并与其他解决相同问题的方法进行了比较。分析了ABC算法中的一些参数以及算法的实现机制。数值结果表明，ABC算法能够在合理的时间内对某一类燃油成本函数给出准确的调度解。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Artificial Bee Colony Algorithm for Optimal Dynamics Dispatch Problem

This paper uses the artificial bee colony (ABC) algorithm for solving the optimal dynamic dispatch (ODD) problems in power system. Many nonlinear characteristics of the generator, such as valve-point effects and the transmission network loss are considered. To show its feasibility and effectiveness, two different systems are demonstrated and compared to other approaches solving the same problem. Moreover, some parameters in ABC algorithm are analyzed as well as the mechanism in the algorithm. Numerical results show that the ABC algorithm can provide accurate dispatch solutions within reasonable time for certain type of fuel cost functions.

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来源期刊

2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics

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