Yang Dong, Zong Guangdeng, Su Shun-Feng, Liu Tao
IEEE Trans Cybern. 2022 Nov;52(11):11906-11915. doi: 10.1109/TCYB.2021.3077599. Epub 2022 Oct 17.
This article focuses on the H adaptive tracking problem of uncertain switched systems. A key point of the study is to set up a multiple piecewise Lyapunov function framework which provides an effective tool for designing an adaptive switching controller consisting of a state-feedback and time-driven switching signal and a time-driven adaptive law. The proposed switching signal guarantees the solvability of the H adaptive tracking problem for uncertain switched systems. Significantly, it provides plenty of adjusting time for the adaptive tracking control strategy to damp the transient caused by switching and avoids frequent switching. A novel time-driven adaptive switching controller is established such that the tracking error asymptotically converges to zero and all the signals in the error dynamic system are bounded under an achieved disturbance attenuation level. The solvability criterion ensuring an H adaptive tracking performance is established for the uncertain switched systems, where the solvability of the H adaptive tracking problem for individual subsystems is not required. Finally, the proposed method is applied to the electro-hydraulic unit.
本文聚焦于不确定切换系统的H自适应跟踪问题。该研究的一个关键点是建立一个多分段李雅普诺夫函数框架,它为设计一个由状态反馈和时间驱动切换信号以及时间驱动自适应律组成的自适应切换控制器提供了一个有效工具。所提出的切换信号保证了不确定切换系统H自适应跟踪问题的可解性。值得注意的是,它为自适应跟踪控制策略提供了充足的调整时间,以抑制由切换引起的瞬态,并避免频繁切换。建立了一种新颖的时间驱动自适应切换控制器,使得跟踪误差渐近收敛到零,并且误差动态系统中的所有信号在达到的干扰衰减水平下都是有界的。为不确定切换系统建立了确保H自适应跟踪性能的可解性准则,其中不需要各个子系统的H自适应跟踪问题的可解性。最后,将所提出的方法应用于电液单元。