4.7 Article

USDE-Based Sliding Mode Control for Servo Mechanisms With Unknown System Dynamics

Journal

IEEE-ASME TRANSACTIONS ON MECHATRONICS
Volume 25, Issue 2, Pages 1056-1066

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TMECH.2020.2971541

Keywords

Chattering-free property; servo mechanisms; sliding mode control (SMC); unknown system dynamics estimator (USDE)

Funding

  1. National Natural Science Foundation of China [61803216, 61973274, 61922037]
  2. China Post-Doctoral Science Foundation [2019M650159]
  3. Natural Science Foundation of Shandong Province [ZR2018BF022]
  4. Zhejiang Provincial Natural Science Foundation [LY17F030018]

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This article proposes an unknown system dynamics estimator (USDE) based sliding mode control for servo mechanisms with unknown dynamics and modeling uncertainties. An invariant manifold is first constructed by introducing an auxiliary variable based on a first-order low-pass filter. This is used to design a USDE with only one tuning parameter (i.e., time constant for the filter) and a simpler structure than other estimators. The USDE is used to compensate for the effect of the lumped unknown system dynamics since it can be easily incorporated into control synthesis. Moreover, to avoid the chattering phenomenon in the conventional sliding mode control methods, a novel reaching law is designed based on hyperbolic functions to guarantee that the sliding mode variable infinitely approaches to the equilibrium point instead of crossing it. Consequently, the fast convergence and chattering-free property can be achieved simultaneously. Simulations and experiments are provided to validate the effectiveness and superior performance of the proposed method.

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