Design, Implementation and Control of an Improved Hybrid Pneumatic-Electric Actuator for Robot Arms

Actuators used in robot arms need to be powerful, precise, and safe. We present the design, implementation, and control of a novel rotary hybrid pneumatic-electric actuator (HPEA) for use in robot arms, and collaborative robots in particular (also known as “cobots”). This HPEA is capable of producing torque 3.5 times larger than existing HPEA designs while maintaining low mechanical impedance (due to low values of friction and inertia) and inherent safety. The HPEA prototype has 450 times less inertia and 15 times less static friction in comparison to a conventional robot actuator with similar maximum continuous output torque. The HPEA combines the large slow torque generated by four pneumatic cylinders, connected to the output shaft via rack and pinion gears, with the small fast torque generated by a small DC motor directly connected to the output shaft. The direct connection of the motor avoids the higher cost and lower precision caused by a gearbox or harmonic drive. The control system consists of an outer position control loop and two inner pressure control loops. High precision position tracking control is achieved due to the combination of a model-based pressure controller, model-based position controller, adaptive friction compensator, and offline payload estimator. Experiments were performed with the actuator prototype rotating a link and payload in the vertical plane. Averaged over five tests, a root-mean-square error of 0.024° and a steady-state error (SSE) of 0.0045° were achieved for a fast multi-cycloidal trajectory. This SSE is almost ten times smaller than the best value reported for previous HPEAs. An offline payload estimation algorithm is used to improve the control system’s robustness. Finally, the superior safety of the HPEA is shown by modeling and simulating a constrained head-robot impact, and comparing the result with similar electric and pneumatic actuators.

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

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

[3]  J. K. Mishra,et al.  Reduced order sliding mode control for pneumatic actuator , 1994, IEEE Trans. Control. Syst. Technol..

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

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

[6]  Chih-Keng Chen,et al.  Iterative learning control for position tracking of a pneumatic actuated X–Y table , 2005 .

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

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

[9]  Darwin G. Caldwell,et al.  Braid Effects on Contractile Range and Friction Modeling in Pneumatic Muscle Actuators , 2006, Int. J. Robotics Res..

[10]  Jun Morimoto,et al.  Development of a pneumatic-electromagnetic hybrid linear actuator with an integrated structure , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[11]  Oussama Khatib,et al.  A hybrid actuation approach for human-friendly robot design , 2008, 2008 IEEE International Conference on Robotics and Automation.

[12]  Yasuhiro Hayakawa,et al.  Control of a hybrid pneumatic/electric motor , 2000, Proceedings. 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000) (Cat. No.00CH37113).

[13]  Jun Morimoto,et al.  An optimal control strategy for hybrid actuator systems: Application to an artificial muscle with electric motor assist , 2018, Neural Networks.

[14]  Gary M. Bone,et al.  Impact Force Reduction Strategies To Achieve Safer Human-Robot Collisions , 2018 .

[15]  John Kenneth Salisbury,et al.  A New Actuation Approach for Human Friendly Robot Design , 2004, Int. J. Robotics Res..

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

[17]  Lingqi Zeng,et al.  Design of elastomeric foam-covered robotic manipulators to enhance human safety , 2013 .

[18]  Bram Vanderborght,et al.  Proxy-based Sliding Mode Control of a Planar Pneumatic Manipulator , 2009, Int. J. Robotics Res..

[19]  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.

[20]  Ahmad Athif Mohd Faudzi,et al.  P-Adaptive Neuro-Fuzzy and PD-Fuzzy controller design for position control of a modified single acting pneumatic cylinder , 2013, 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[21]  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.

[22]  Gary M. Bone,et al.  High-Accuracy Position Control of a Rotary Pneumatic Actuator , 2018, IEEE/ASME Transactions on Mechatronics.

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

[24]  Jun Morimoto,et al.  Modeling and control of a Pneumatic-Electric hybrid system , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[25]  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 .