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通过一种新的级联式RPIDD2-FOPI控制器和QWGBO方法优化AVR系统性能

Serdar Ekinci¹, Václav Snášel², Rizk M Rizk-Allah^2,3

¹Department of Computer Engineering, Batman University, Batman, Turkey.

|May 28, 2024

概括

本研究引入了一种新的优化算法,QWGBO,用于自动电压调节器 (AVR). 它通过提高控制器性能和响应时间来提高电源系统的稳定性和效率.

科学领域:

电气工程电气工程
控制系统控制系统
优化算法优化算法

背景情况:

稳定的电压对于电力系统的可靠性和效率至关重要.
传统的自动电压调节器 (AVR) 在稳定性和响应时间方面面临挑战.
电压波动可能会导致设备损坏和操作中断.

研究的目的:

开发一种新的AVR控制方法,以提高稳定性和效率.
为AVR调整引入二次波量增强梯度基础优化 (QWGBO) 算法.
为了提高电力系统电压调节的精度,稳定性和响应时间.

主要方法:

开发二次波量增强梯度基优化 (QWGBO) 算法,通过二次波量和波量突变策略增强梯度基优化 (GBO).
合QWGBO与一个级联实数比例整数导数与二次导数 (RPIDD2) 和分数顺序比例整数 (FOPI) 控制器用于AVR.
对现有的优化算法和最新技术进行了广泛的模拟和比较评估.

主要成果:

在基准功能测试和优化任务中,QWGBO算法表现出卓越的性能.
对比分析证实了QWGBO对现有优化方法的有效性.
模拟验证了拟议的QWGBO调节控制器在电力系统中实现精确,稳定和快速电压调节的能力.

结论:

QWGBO算法是优化复杂工程问题的高效工具,特别是在电力系统控制中.
拟议的基于QWGBO的AVR控制策略提供了增强的稳定性和效率.
这项研究有助于推进稳定和高效的电力系统运行.

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