求解非凸经济负荷调度问题的混合大爆炸-大压缩算法

Hossein Shahinzadeh, M. Moazzami
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引用次数: 17

摘要

准确、现实的经济负荷调度是电力系统的重要问题之一。在实际条件下,约束域被限制在不同的非等约束条件下,使得约束域成为一个非凸非光滑问题。这使得即使借助经典数学方法,也很难找到全局优化解。本文利用混合大爆炸-大压缩算法(HBB-BC)作为优化工具,提出了一种求解ELD问题的新方法。与大多数常规优化方法相比,该算法具有较好的速度和精度。该算法在IEEE 30总线测试系统中得到了应用。仿真结果表明,该算法能够成功地优化ELD问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid Big Bang-Big Crunch Algorithm for solving non-convex Economic Load Dispatch problems
Accurate and realistic Economic Load Dispatch (ELD) is one of the most important issues in power systems. In real conditions, ELD is limited to the different non-equal constraints that make ELD a non-convex and non-smooth problem. This makes it difficult to find a global optimized solution, even with the aid of classic mathematical methods. In this paper, a novel procedure is presented for solving ELD problems, which uses Hybrid Big Bang-Big Crunch Algorithm (HBB-BC) as an optimization tool. This algorithm has appropriate speed and accuracy compared with the most regular optimizing methods. The proposed algorithm is applied on an IEEE 30-bus test system. Simulation results demonstrate the algorithm's capability for successful optimization of ELD problem.
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