用碰撞体优化求解非凸非线性最优潮流问题

Harish Pulluri, R. Naresh, Veena Sharma, Preeti
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引用次数: 0

摘要

本文提出了一种新的元启发式算法——碰撞体优化法(CBO),用于求解具有非光滑代价函数的最优潮流问题。它基于两个智能体之间的一维碰撞。将搜索空间中的每个智能体视为一个物体或物体,用质量和速度来衡量它们的性能,碰撞导致物体以新的速度移动到更好的位置。在标准的9总线和26总线系统上验证了该方法的性能,该系统具有不同的目标函数,分别体现了燃料成本最小化、燃料成本最小化与电压分布改善以及传输损耗最小化。通过仿真结果的比较,证实了该方法是解决OPF问题的一种备选方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Solving non-convex and non-linear optimal power flow problems using colliding bodies optimization
This paper presents a novel meta-heuristic algorithm called colliding bodies optimization (CBO) method to solve the optimal power flow (OPF) problems with non-smooth cost functions. It is based on the one-dimensional collision between two agents. Each agent in the search space is considered as an object or body and measured their performances with masses and velocities and the collision leads to move the objects with new velocities towards better positions. The performance of the proposed method is demonstrated on standard 9-bus and 26-bus systems with different objective functions that reflect the minimization of fuel cost, fuel cost minimization with voltage profile improvement and minimization of transmission loss. Based on comparison of the simulation results, it is confirmed that the proposed method is an alternative approach to tackle the OPF problems.
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