基于支持向量机的不确定时滞系统智能PI控制器设计

Soumaya Kanzari, Sabra El ferchichi, K. Laabidi
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引用次数: 0

摘要

提出了一种保证一阶闭环系统稳定性和鲁棒性的方法。实际上,这些系统具有参数有界不确定和结构复杂多变的特点。延迟时间也是大多数系统稳定性面临的一个重要缺陷。因此,本文的思想是构想一个可靠的智能控制器,根据支持向量机的决策进行切换。通过将整个不确定性范围划分为小范围,为每个小范围设计基于鲁棒控制器的支持向量机。因此,所得到的机理能够提高控制过程的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent PI controller design based SVM for uncertain delay systems
This paper presents an approach to ensure first order closed loop systems stability and robustness. Actually, those systems are characterized by uncertain bounded parameters and a complex changeable structure. Delay time is also an important drawback facing most of the systems stability. Thus, the idea of this paper is to conceive a reliable and intelligent controller switched according to the SVM decision. By dividing the whole range of uncertainity into small ranges, the robust controller based SVM is conceived for each range. So, the obtained mechanism is able to enhance the control process properties.
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