Proposal of a Decoupled Structure of Fuzzy-PID Controllers Applied to the Position Control in a Planar CDPR

The design of robot systems controlled by cables can be relatively difficult when it is approached from the mathematical model of the mechanism, considering that its approach involves non-linearities associated with different components, such as cables and pulleys. In this work, a simple and practical decoupled control structure proposal that requires practically no mathematical analysis was developed for the position control of a planar cable-driven parallel robot (CDPR). This structure was implemented using non-linear fuzzy PID and classic PID controllers, allowing performance comparisons to be established. For the development of this research, first the structure of the control system was proposed, based on an analysis of the cables involved in the movement of the end-effector (EE) of the robot when they act independently for each axis. Then a tuning of rules was carried out for fuzzy PID controllers, and Ziegler–Nichols tuning was applied to classic PID controllers. Finally, simulations were performed in MATLAB with the Simulink and Simscape tools. The results obtained allowed us to observe the effectiveness of the proposed structure, with noticeably better performance obtained from the fuzzy PID controllers.

[1]  Engin Yesil,et al.  An Intelligent Hybrid Fuzzy Pid Controller , 2006 .

[2]  Clément Gosselin,et al.  Cable-driven parallel mechanisms: state of the art and perspectives , 2014 .

[3]  Vladimir J. Lumelsky Effect of kinematics on motion planning for planar robot arms moving amidst unknown obstacles , 1987, IEEE J. Robotics Autom..

[4]  Elizabeth A. Croft,et al.  Jerk-bounded manipulator trajectory planning: design for real-time applications , 2003, IEEE Trans. Robotics Autom..

[5]  J. G. Ziegler,et al.  Optimum Settings for Automatic Controllers , 1942, Journal of Fluids Engineering.

[6]  Jinwoo Jung Workspace and Stiffness Analysis of 3D Printing Cable-Driven Parallel Robot with a Retractable Beam-Type End-Effector , 2020, Robotics.

[7]  Franck Plestan,et al.  Control Solution for a Cable-Driven Parallel Robot With Highly Variable Payload , 2018 .

[8]  Maolin Jin,et al.  Task Space Trajectory Planning for Robot Manipulators to Follow 3-D Curved Contours , 2020, Electronics.

[9]  Jose Alvarez-Ramirez,et al.  On the PID tracking control of robot manipulators , 2001 .

[10]  Amrit,et al.  Comparison of Mamdani-Type and Sugeno-Type Fuzzy Inference Systems for Air Conditioning System , 2012 .

[11]  Rafael Kelly,et al.  A tuning procedure for stable PID control of robot manipulators , 1995, Robotica.

[12]  Nguyen Truong Thinh,et al.  Using a Cable-Driven Parallel Robot with Applications in 3D Concrete Printing , 2021 .

[13]  Zengqi Sun,et al.  Analysis and design of fuzzy controller and fuzzy observer , 1998, IEEE Trans. Fuzzy Syst..

[14]  Xiaoqiang Tang,et al.  Dynamic Response of Spatial Flexible Structures Subjected to Controllable Force Based on Cable-Driven Parallel Robots , 2020, IEEE/ASME Transactions on Mechatronics.

[15]  Shuang Cong,et al.  Coordinated Dynamic Control in the Task Space for Redundantly Actuated Cable-Driven Parallel Robots , 2020 .