High-Accuracy Position Control of a Rotary Pneumatic Actuator

Rotary pneumatic actuators provide several advantages over electromechanical actuators (e.g., higher power-to-weight ratio, lower cost, and inherent safety) but are generally inferior in terms of accuracy and robustness when closed-loop position controlled. This paper presents the modeling, controller design, and experimental verification of a high-accuracy position-controlled rotary pneumatic actuator. A novel inverse valve model enables the development of a fast and precise inner-loop pressure control law. The outer-loop position control law combines feedback with model-based feedforward terms, including an adaptive friction compensator. The robust stability of the inner and outer subsystems is analyzed. Experimental results are included for rotating an arm in the vertical plane. The hardware features low-cost ON/OFF solenoid valves and low-cost pressure sensors. For a multiple cycloidal reference trajectory covering a 90° range, the root-mean-square error (RMSE) averaged over five tests was 0.156°. Steady-state errors less than or equal to 0.0045° were achieved for these moves and for moves as small as 0.045°. Robustness to unknown payloads was achieved using an improved payload estimator. For example, for a payload 53% less than nominal, the RMSE with the estimator was 75% less than without it. The experimental results are superior to those reported in the prior literature.

[1]  J. Leavitt,et al.  Accurate Sliding-Mode Control of Pneumatic Systems Using Low-Cost Solenoid Valves , 2007, IEEE/ASME Transactions on Mechatronics.

[2]  J.F. Carneiro,et al.  Modeling pneumatic servovalves using neural networks , 2006, 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control.

[3]  Gary M. Bone,et al.  Position control of hybrid pneumatic–electric actuators using discrete-valued model-predictive control , 2015 .

[4]  Manukid Parnichkun,et al.  Position control of a pneumatic surgical robot using PSO based 2-DOF H∞ loop shaping structured controller , 2017 .

[5]  Mahdi Tavakoli,et al.  Nonlinear Discontinuous Dynamics Averaging and PWM-Based Sliding Control of Solenoid-Valve Pneumatic Actuators , 2015, IEEE/ASME Transactions on Mechatronics.

[6]  Robert J. Webster,et al.  Characterization and Control of a Pneumatic Motor for MR-Conditional Robotic Applications , 2017, IEEE/ASME Transactions on Mechatronics.

[7]  Xing Chen,et al.  Position control of hybrid pneumatic-electric actuators , 2012, 2012 American Control Conference (ACC).

[8]  Gary M. Bone,et al.  Improved hybrid pneumatic-electric actuator for robot arms , 2016, 2016 IEEE International Conference on Advanced Intelligent Mechatronics (AIM).

[9]  Yasuhiro Hayakawa,et al.  Control performance of an air motor-can air motors replace electric motors? , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[10]  Gary M. Bone,et al.  Accurate position control of a pneumatic actuator using on/off solenoid valves , 1997, Proceedings of International Conference on Robotics and Automation.

[11]  James E. Bobrow,et al.  Modeling, Identification, and Control of a Pneumatically Actuated, Force Controllable Robot , 1996 .

[12]  Gary M. Bone,et al.  Nonlinear Modeling and Control of Servo Pneumatic Actuators , 2008, IEEE Transactions on Control Systems Technology.

[13]  Jianlong Zhang,et al.  Nonlinear Model-Based Control of Pulse Width Modulated Pneumatic Servo Systems , 2006 .

[14]  Nariman Sepehri,et al.  Design and experimental study of a dynamical adaptive backstepping–sliding mode control scheme for position tracking and regulating of a low‐cost pneumatic cylinder , 2016 .