Command filtered adaptive backstepping control for high-accuracy motion tracking of hydraulic systems with extended state observer

作者：Hui Xie, Yu Tang, Gang Shen, Xiang Li, Deen Bai, Yunjie Sa · 发表于：Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering · 年份：2021 · DOI：10.1177/09596518211036615 · 被引用次数：14 · 研究领域：Hydraulic and Pneumatic Systems、Advanced Sensor and Control Systems、Adaptive Control of Nonlinear Systems

High-accuracy motion tracking of hydraulic systems is of great significance in industrial applications. Nevertheless, dynamic nonlinearity, modeling uncertainty, generalized disturbance, and measurement noise are inevitably existed in hydraulic systems, which severely deteriorates the practical control performance. Aimed at enhancing the motion-tracking accuracy of hydraulic systems, a novel command filtered adaptive backstepping controller with extended state observer is proposed in this article. On the basis of the established system’s nonlinear model, the extended state observer utilizing only position output feedback information is first designed to estimate the system’s unmeasurable states, and time-varying disturbances of the hydraulic system are also obtained for subsequent active disturbance compensation. Next, a second-order command filter is constructed to generate specific command signals and their derivatives, which significantly simplifies the controller design process by avoiding complicated analytical differential calculations in contrast to traditional adaptive backstepping algorithm. Subsequently, with consideration of system’s nonlinearity, parametric uncertainty, and time-varying disturbance, the developed extended state observer and command filter are introduced into the adaptive backstepping design process of the proposed controller, and theoretical stability of the proposed controller is guaranteed via Lyapunov analysis. Finally, the effectiveness and su...