Parameters estimation of AC transmission line by an improved moth flame optimization method

M. S. Shaikh, S. Raj, Muniba Ikram, W. Khan
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引用次数: 3

Abstract

The parameters calculation for a transmission line is described in the proposed work, and the estimation of transmission line parameters is essential for properly managing transmission and distribution networks. The research work deals with the concept of optimization of the transmission line parameters. To this purpose, an improved moth flame optimization technique is applied to different test cases of the transmission lines. Moth movement with respect to the light source is the basis for improved moth flame optimization. In this research work, simulations are performed on various test cases to determine the effectiveness of the suggested method. Results from the suggested method are compared with those from other methods mentioned in the literature. The comparison shows that the proposed method rapidly and smoothly converges to the best-obtained value. The improved moth flame optimization performs better than other algorithms in terms of solution quality and feasibility, proving its effectiveness and competence. The optimal values obtained for capacitance in ( $$\mathrm{\mu F}$$ μ F ) are 0.22406, 0.022935, and 0.0049734, and for inductance in (mH) are 0.65055, 0.41258, and −0.76593, respectively.
基于改进蛾焰优化方法的交流输电线路参数估计
本文介绍了输电线路参数的计算,输电线路参数的估计是合理管理输配电网络的必要条件。研究工作涉及输电线路参数优化的概念。为此,将改进的蛾焰优化技术应用于输电线路的不同测试用例。飞蛾相对于光源的运动是改进飞蛾火焰优化的基础。在这项研究工作中,对各种测试用例进行了模拟,以确定所建议方法的有效性。并与文献中其他方法的结果进行了比较。比较表明,该方法快速、平稳地收敛到最优解。改进的飞蛾火焰优化算法在求解质量和可行性方面都优于其他算法,证明了其有效性和竞争力。在($$\mathrm{\mu F}$$ μ F)中电容的最优值分别为0.22406、0.022935和0.0049734,在(mH)中电感的最优值分别为0.65055、0.41258和- 0.76593。
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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