A Force Control Joint for Robot–Environment Contact Application

Accurate and robust force control is still a great challenge for robot–environment contact applications, such as in situ repair, polishing, and assembly. To tackle this problem, this paper proposes a force control joint with a parallel configuration, including two identical four-bar linkages driven by linear springs to push up the output end of the joint, and a parallel-connected pneumatic artificial muscle (PAM) to pull down its output end. In the new design, the link length of the linkages will be optimized to make the difference between the profile of the linkage and that of PAM constant within the limits of the joint given the force–displacement profile of PAM at a certain level of its input pressure. Furthermore, PAM's nonlinear hysteresis effect, which is believed to limit the accuracy of the joint's force control, will be represented by a new dynamics model that is to be developed from the classical Bouc–Wen (BW) hysteresis model. Simulation tests are then conducted to reveal that the adoption of the PAM hysteresis model yields improved accuracy of force control, and a series of curve trajectory tracking experiments are performed on a six-joint universal industrial robot to verify that the parallel force control joint is capable to enhance force control accuracy for robot contact applications.

[1]  Hao Chen,et al.  A structure and control design of constant force polishing end actuator based on polishing robot , 2017, 2017 IEEE International Conference on Information and Automation (ICIA).

[2]  Xingsong Wang,et al.  Experimental study on the dynamic displacement characteristics of double parallel pneumatic artificial muscles , 2017, 2017 24th International Conference on Mechatronics and Machine Vision in Practice (M2VIP).

[3]  Blake Hannaford,et al.  Measurement and modeling of McKibben pneumatic artificial muscles , 1996, IEEE Trans. Robotics Autom..

[4]  Nobutomo Matsunaga,et al.  Robust variable stiffness control of McKibben type pneumatic artificial muscle arm by using multiple model error compensators , 2017, 2017 17th International Conference on Control, Automation and Systems (ICCAS).

[5]  Mohammed Ismail,et al.  The Hysteresis Bouc-Wen Model, a Survey , 2009 .

[6]  Subir Kumar Saha,et al.  Parallel active/passive force control of industrial robots with joint compliance , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[7]  Oussama Khatib,et al.  Passivity-based stability in explicit force control of robots , 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

[8]  Aitor Olarra,et al.  Geometrical calibration and uncertainty estimation methodology for a novel self-propelled miniature robotic machine tool , 2018 .

[9]  Harald Aschemann,et al.  Comparison of Model-Based Approaches to the Compensation of Hysteresis in the Force Characteristic of Pneumatic Muscles , 2014, IEEE Transactions on Industrial Electronics.

[10]  Neville Hogan,et al.  Impedance Control: An Approach to Manipulation , 1984, 1984 American Control Conference.

[11]  Dawid Pietrala The characteristics of a pneumatic muscle , 2017 .

[12]  Yongji Wang,et al.  Nonlinear Disturbance Observer Based Robust Tracking Control of Pneumatic Muscle , 2014 .

[13]  Blake Hannaford,et al.  Accounting for elastic energy storage in McKibben artificial muscle actuators , 2000 .

[14]  Andrew McDaid,et al.  A Systematic Design Strategy for Antagonistic Joints Actuated by Artificial Muscles , 2017, IEEE/ASME Transactions on Mechatronics.

[15]  Huaguang Zhang,et al.  Chaotic Dynamics in Smart Grid and Suppression Scheme via Generalized Fuzzy Hyperbolic Model , 2014 .

[16]  Toshiaki Tsuji,et al.  Force control of a jumping musculoskeletal robot with pneumatic artificial muscles , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[17]  John J. Craig,et al.  Hybrid position/force control of manipulators , 1981 .

[18]  Pierre Lopez,et al.  Modeling and control of McKibben artificial muscle robot actuators , 2000 .

[19]  Taro Nakamura,et al.  Variable impedance control with an artificial muscle manipulator using instantaneous force and MR brake , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[20]  Koichi Osuka,et al.  Stability analysis of robot motions driven by McKibben pneumatic actuator , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[21]  Hendrik Van Brussel,et al.  Modeling and control of a pneumatic artificial muscle manipulator joint – Part I: Modeling of a pneumatic artificial muscle manipulator joint with accounting for creep effect , 2012 .

[22]  Tegoeh Tjahjowidodo,et al.  Control of a pneumatic artificial muscle (PAM) with model-based hysteresis compensation , 2009, 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[23]  Sehoon Oh,et al.  Development of Force Observer in Series Elastic Actuator for Dynamic Control , 2018, IEEE Transactions on Industrial Electronics.

[24]  Gordon Cheng,et al.  Hierarchical Force and Positioning Task Specification for Indirect Force Controlled Robots , 2018, IEEE Transactions on Robotics.

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

[26]  N. Hogan,et al.  Impedance Control:An Approach to Manipulation,Parts I,II,III , 1985 .

[27]  Slawomir Blasiak,et al.  Determining the Static Characteristics of Pneumatic Muscles , 2016 .

[28]  Thananchai Leephakpreeda,et al.  Study on mechanical behaviors of pneumatic artificial muscle , 2010 .

[29]  Shigeki Sugano Design of humanoid robot for human-robot interaction - Waseda Robots: Wendy and Wamoeba - , 2005, 2005 IEEE International Conference on Robotics and Biomimetics - ROBIO.

[30]  Hong Liu,et al.  Multisensory five-finger dexterous hand: The DLR/HIT Hand II , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[31]  Dragos Axinte,et al.  A review of recent developments in the design of special-purpose machine tools with a view to identification of solutions for portable in situ machining systems , 2010 .

[32]  Kevin Kelly,et al.  A McKibben Type Sleeve Pneumatic Muscle and Integrated Mechanism for Improved Stroke Length , 2017 .

[33]  Osamu Kaneko,et al.  Data-driven tuning of nonlinear internal model controllers for pneumatic artificial muscles , 2014, 2014 4th Australian Control Conference (AUCC).

[34]  Jun Morimoto,et al.  Optimal control approach for pneumatic artificial muscle with using pressure-force conversion model , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[35]  Lei Yan,et al.  Coordinated compliance control of dual-arm robot for payload manipulation: Master-slave and shared force control , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[36]  Hendrik Van Brussel,et al.  Cascade position control of a single pneumatic artificial muscle-mass system with hysteresis compensation , 2010 .

[37]  Xizhe Zang,et al.  Position control of a single pneumatic artificial muscle with hysteresis compensation based on modified Prandtl-Ishlinskii model. , 2017, Bio-medical materials and engineering.

[38]  Matteo Parigi Polverini,et al.  Robust set invariance for implicit robot force control in presence of contact model uncertainty , 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[39]  Bram Vanderborght,et al.  Modeling Hysteresis in Pleated Pneumatic Artificial Muscles , 2008, 2008 IEEE Conference on Robotics, Automation and Mechatronics.

[40]  T. Tjahjowidodo,et al.  A New Approach to Modeling Hysteresis in a Pneumatic Artificial Muscle Using The Maxwell-Slip Model , 2011, IEEE/ASME Transactions on Mechatronics.

[41]  F. Ikhouane,et al.  Systems with Hysteresis: Analysis, Identification and Control Using the Bouc-Wen Model , 2007 .

[42]  C. Phillips,et al.  Modeling the Dynamic Characteristics of Pneumatic Muscle , 2003, Annals of Biomedical Engineering.

[43]  Fayal Ikhouane,et al.  Systems with Hysteresis , 2007 .

[44]  Joseph M. Schimmels,et al.  Passive Compliance Control of Redundant Serial Manipulators , 2018, Journal of Mechanisms and Robotics.