用于伺服电机的实用自适应快速终端滑动模式控制

IF 2.2 3区 工程技术 Q2 ENGINEERING, MECHANICAL Actuators Pub Date : 2023-11-22 DOI:10.3390/act12120433
Kamran Ali, Z. Cao, Kamal Rsetam, Zhihong Man
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引用次数: 0

摘要

由于不确定性、非线性、参数变化和外部扰动等不可避免的因素,伺服电机系统的位置控制是一项具有挑战性的任务。为了解决上述问题,本文提出了一种实用的自适应快速终端滑模控制(PAFTSMC),通过使用状态观测器和双向自适应律来提高伺服电机系统的跟踪性能。首先,设计了基于平滑-切-双曲函数的实用快速终端滑模控制(PFTSM)曲面,以确保不仅能快速收敛有限时间跟踪误差,还能减少振颤。其次,针对伺服电机提出了 PAFTSMC,其中设计了双向自适应法则,以进一步抑制颤振和高估问题。更重要的是,所提出的自适应技术可以根据系统的不确定性更新开关增益,在到达阶段提供高增益,然后在滑动阶段降至最小值,避免了大多数自适应方法中存在的增益单调递增的问题。第三,基于 Lyapunov 定理证明了闭环系统的有限时间稳定性。最后,仿真研究和实验测试验证了所提出的控制方法的有效性,与现有算法相比,它具有更好的跟踪性、更强的鲁棒性和更低的颤振。
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Practical Adaptive Fast Terminal Sliding Mode Control for Servo Motors
Position control of servo motor systems is a challenging task because of inevitable factors such as uncertainties, nonlinearities, parametric variations, and external perturbations. In this article, to alleviate the above issues, a practical adaptive fast terminal sliding mode control (PAFTSMC) is proposed for better tracking performance of the servo motor system by using a state observer and bidirectional adaptive law. First, a smooth-tangent-hyperbolic-function-based practical fast terminal sliding mode control (PFTSM) surface is designed to ensure not only fast finite time tracking error convergence but also chattering reduction. Second, the PAFTSMC is proposed for the servo motor, in which a two-way adaptive law is designed to further suppress the chattering and overestimation problems. More importantly, the proposed adaptive technique can update the switching gain according to the system uncertainties, which can provide high gain in the reaching phase and then decrease to the smallest value in the sliding phase to avoid the monotonically increasing gain that exists in most adaptation methods. Third, the finite-time stability of the closed-loop system is proved based on the Lyapunov theorem. Finally, the simulation studies and experimental tests verify the effectiveness of the proposed control in terms of better tracking, strong robustness, and reduced chattering, compared to existing algorithms.
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来源期刊
Actuators
Actuators Mathematics-Control and Optimization
CiteScore
3.90
自引率
15.40%
发文量
315
审稿时长
11 weeks
期刊介绍: Actuators (ISSN 2076-0825; CODEN: ACTUC3) is an international open access journal on the science and technology of actuators and control systems published quarterly online by MDPI.
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