TY - JOUR
T1 - USDE-Based Sliding Mode Control for Servo Mechanisms with Unknown System Dynamics
AU - Wang, Shubo
AU - Tao, Liang
AU - Chen, Qiang
AU - Na, Jing
AU - Ren, Xuemei
N1 - Publisher Copyright:
© 1996-2012 IEEE.
PY - 2020/4
Y1 - 2020/4
N2 - 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.
AB - 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.
KW - Chattering-free property
KW - servo mechanisms
KW - sliding mode control (SMC)
KW - unknown system dynamics estimator (USDE)
UR - http://www.scopus.com/inward/record.url?scp=85083915920&partnerID=8YFLogxK
U2 - 10.1109/TMECH.2020.2971541
DO - 10.1109/TMECH.2020.2971541
M3 - Article
AN - SCOPUS:85083915920
SN - 1083-4435
VL - 25
SP - 1056
EP - 1066
JO - IEEE/ASME Transactions on Mechatronics
JF - IEEE/ASME Transactions on Mechatronics
IS - 2
M1 - 8985290
ER -