Robust adaptive precision motion control of hydraulic actuators with valve dead-zone compensation.

This paper addresses the high performance motion control of hydraulic actuators with parametric uncertainties, unmodeled disturbances and unknown valve dead-zone. By constructing a smooth dead-zone inverse, a robust adaptive controller is proposed via backstepping method, in which adaptive law is synthesized to deal with parametric uncertainties and a continuous nonlinear robust control law to suppress unmodeled disturbances. Since the unknown dead-zone parameters can be estimated by adaptive law and then the effect of dead-zone can be compensated effectively via inverse operation, improved tracking performance can be expected. In addition, the disturbance upper bounds can also be updated online by adaptive laws, which increases the controller operability in practice. The Lyapunov based stability analysis shows that excellent asymptotic output tracking with zero steady-state error can be achieved by the developed controller even in the presence of unmodeled disturbance and unknown valve dead-zone. Finally, the proposed control strategy is experimentally tested on a servovalve controlled hydraulic actuation system subjected to an artificial valve dead-zone. Comparative experimental results are obtained to illustrate the effectiveness of the proposed control scheme.

[1]  Ying Zhang,et al.  Adaptive output control of nonlinear systems with uncertain dead-zone nonlinearity , 2006, IEEE Transactions on Automatic Control.

[2]  Bin Yao,et al.  Accurate Motion Control of Linear Motors With Adaptive Robust Compensation of Nonlinear Electromagnetic Field Effect , 2013, IEEE/ASME Transactions on Mechatronics.

[3]  Long Quan,et al.  Nonlinear robust dual-loop control for electro-hydraulic load simulator. , 2015, ISA transactions.

[4]  Zongxia Jiao,et al.  RISE-Based Adaptive Control of Hydraulic Systems With Asymptotic Tracking , 2017, IEEE Transactions on Automation Science and Engineering.

[5]  Zongxia Jiao,et al.  Adaptive Control of Hydraulic Actuators With LuGre Model-Based Friction Compensation , 2015, IEEE Transactions on Industrial Electronics.

[6]  Young-Bum Kim,et al.  Utilizing online learning based on echo-state networks for the control of a hydraulic excavator , 2014 .

[7]  Masayoshi Tomizuka,et al.  Flatness-Based Nonlinear Control for Position Tracking of Electrohydraulic Systems , 2015, IEEE/ASME Transactions on Mechatronics.

[8]  Jian Chen,et al.  A continuous asymptotic tracking control strategy for uncertain nonlinear systems , 2004, IEEE Transactions on Automatic Control.

[9]  Qi Su,et al.  Analysis and compensation for the cascade dead-zones in the proportional control valve. , 2017, ISA transactions.

[10]  Francis Labrique,et al.  Efficient Control of a Piezoelectric Linear Actuator Embedded Into a Servo-Valve for Aeronautic Applications , 2012, IEEE Transactions on Industrial Electronics.

[11]  Zongxia Jiao,et al.  High dynamic feedback linearization control of hydraulic actuators with backstepping , 2015, J. Syst. Control. Eng..

[12]  Leandro dos Santos Coelho,et al.  Adaptive cascade control of a hydraulic actuator with an adaptive dead-zone compensation and optimization based on evolutionary algorithms , 2011, Expert Syst. Appl..

[13]  Miroslav Krstic,et al.  Nonlinear and adaptive control de-sign , 1995 .

[14]  Lei Guo,et al.  Control of Nonlinear Systems With Unknown Actuator Nonlinearities , 2004 .

[15]  Gang Tao,et al.  Adaptive Control of Plants with Unknown Dead-zones , 1992, 1992 American Control Conference.

[16]  Bin Yao,et al.  $\mu$-Synthesis-Based Adaptive Robust Control of Linear Motor Driven Stages With High-Frequency Dynamics: A Case Study , 2015, IEEE/ASME Transactions on Mechatronics.

[17]  Hua Deng,et al.  Adaptive Inverse Control for Gripper Rotating System in Heavy-Duty Manipulators With Unknown Dead Zones , 2017, IEEE Transactions on Industrial Electronics.

[18]  姚建勇,et al.  Robust Adaptive Asymptotic Tracking Control of A Class of Nonlinear Systems with Unknown Input Dead-Zone , 2015 .

[19]  Guang-Hong Yang,et al.  Adaptive output control of uncertain nonlinear systems with non-symmetric dead-zone input , 2010, Autom..

[20]  Wenxiang Deng,et al.  Active Disturbance Rejection Adaptive Control of Hydraulic Servo Systems , 2017, IEEE Transactions on Industrial Electronics.

[21]  Jangmyung Lee,et al.  Finite-time sliding surface constrained control for a robot manipulator with an unknown deadzone and disturbance. , 2016, ISA transactions.

[22]  Liang Yan,et al.  High-Accuracy Tracking Control of Hydraulic Rotary Actuators With Modeling Uncertainties , 2014, IEEE/ASME Transactions on Mechatronics.

[23]  焦宗夏,et al.  A practical nonlinear adaptive control of hydraulic servomechanisms with periodic-like disturbances , 2015 .

[24]  Wenxiang Deng,et al.  Precision Motion Control for Electro-Hydraulic Servo Systems With Noise Alleviation: A Desired Compensation Adaptive Approach , 2017, IEEE/ASME Transactions on Mechatronics.

[25]  Huijun Gao,et al.  Vibration Isolation for Active Suspensions With Performance Constraints and Actuator Saturation , 2015, IEEE/ASME Transactions on Mechatronics.

[26]  Yanbin Yuan,et al.  Application of multi-objective controller to optimal tuning of PID gains for a hydraulic turbine regulating system using adaptive grid particle swam optimization. , 2015, ISA transactions.

[27]  Wenxiang Deng,et al.  Active disturbance rejection adaptive control of uncertain nonlinear systems: theory and application , 2017 .

[28]  Guofang Gong,et al.  The Development of a High-Speed Segment Erecting System for Shield Tunneling Machine , 2013, IEEE/ASME Transactions on Mechatronics.

[29]  George T.-C. Chiu,et al.  Adaptive robust motion control of single-rod hydraulic actuators: Theory and experiments , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[30]  Bin Yao,et al.  Integrated Direct/Indirect Adaptive Robust Control of Hydraulic Manipulators With Valve Deadband , 2011, IEEE/ASME Transactions on Mechatronics.

[31]  Bin Yao,et al.  Performance-Oriented Adaptive Robust Control of a Class of Nonlinear Systems Preceded by Unknown Dead Zone With Comparative Experimental Results , 2013, IEEE/ASME Transactions on Mechatronics.

[32]  Shengyuan Xu,et al.  Asymptotic Tracking Control of Uncertain Nonlinear Systems With Unknown Actuator Nonlinearity , 2014, IEEE Transactions on Automatic Control.

[33]  Wenxiang Deng,et al.  Adaptive integral robust control and application to electromechanical servo systems. , 2017, ISA transactions.

[34]  Chun-Yi Su,et al.  Adaptive tracking of nonlinear systems with non-symmetric dead-zone input , 2007, Autom..

[35]  Jouni Mattila,et al.  Stability-Guaranteed Force-Sensorless Contact Force/Motion Control of Heavy-Duty Hydraulic Manipulators , 2015, IEEE Transactions on Robotics.

[36]  Junwei Lu,et al.  Adaptive control for a class of nonlinear time-delay systems with dead-zone input , 2016, J. Frankl. Inst..

[37]  Masayoshi Tomizuka,et al.  Adaptive robust control of MIMO nonlinear systems in semi-strict feedback forms , 2001, Autom..

[38]  H. E. Merritt,et al.  Hydraulic Control Systems , 1991 .