用鲁棒不动点变换替代模型参考自适应控制中的Lyapunov直接法

J. Tar, J. Bitó, I. Rudas
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引用次数: 55

摘要

“模型参考自适应控制(MRAC)”是一种流行且高效的控制器,通常使用Lyapunov的第2(“直接”)方法来设计,保证全局渐近稳定。然而,Lyapunov函数的使用可能需要相对复杂的调优,这在需要非常快速的应用程序时可能会有缺点。在另一种背景下,本文建议应用“鲁棒不动点变换(RFPT)”处理收敛的局部吸引盆地,以简化这一任务。作为一个潜在的应用实例,考虑了包含大量非线性的“静电微驱动器(EμA)”的自适应控制。仿真结果证实了本文的结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Replacement of Lyapunov's direct method in Model Reference Adaptive Control with Robust Fixed Point Transformations
The “Model Reference Adaptive Control (MRAC)” is a popular and efficient controller that normally is designed by the use of Lyapunov's 2nd (“direct”) method guaranteeing global asymptotic stability. However, the use of Lyapunov function can entail a relatively complicated tuning that may have disadvantages whenever very fast applications are needed. In this paper an alternative background, the application of “Robust Fixed Point Transformations (RFPT)” working with local basin of attraction of convergence is recommended to simplify this task. As a potential application example the adaptive control of an “Electrostatic Micro-actuator (EμA)” is considered that contains considerable non-linearities. The conclusions of the paper are substantiated by simulation results.
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