一种新的无功优化调度算法

T. Das, R. Roy
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引用次数: 9

摘要

无功最优调度问题是一个复杂的非线性优化问题,具有非线性函数和许多非线性和不连续约束。该问题的解决有助于最大限度地减少有功功率损耗,减少电压偏差,提高电压稳定裕度,从而有助于实现系统更安全、更经济的运行。本文将优化问题视为单目标优化问题,其目标是使输电线路有功损耗最小,同时满足给定的所有约束条件。所提出的算法是JAYA算法的改进版本,称为改进的JAYA (MJAYA)算法,用于优化目标函数。MJAYA算法在IEEE 14总线、IEEE 30总线和IEEE 39新英格兰总线测试系统上的仿真结果表明,该算法在鲁棒性、稳定性和收敛速度方面优于现有的其他算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel algorithm for the Optimal Reactive Power Dispatch
The problem of Optimal reactive Power Dispatch (ORPD) is a non-linear and complex optimization problem having non-linear functions with many non-linear as well as discontinuous constraints. The solution of the problem helps in minimizing the active power losses, reduction of voltage deviation, improvement of the voltage stability margin, and thus, helps in achieving an operation of the system that is more secure and economic. In this paper, the optimization problem is considered as a single objective optimization problem with the objective to minimize the active power losses in the transmission lines and simultaneously satisfying all the given constraints. The proposed algorithm used is a modified version of JAYA algorithm called the modified JAYA (MJAYA) algorithm for optimizing the objective function. The simulation results of the MJAYA algorithm proved that it is superior compared to the other existing algorithms in terms of robustness, stability and convergence rate when tested on the IEEE 14 bus, IEEE 30 bus and IEEE 39 New England bus test systems.
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