Adaptive hybrid force/position control of robot manipulators using an adaptive force estimator in the presence of parametric uncertainty |
| |
Authors: | Seyed Ali Mohamad Dehghan Mohammad Danesh Farid Sheikholeslam |
| |
Affiliation: | 1. Department of Electrical and Computer Engineering, Isfahan University of Technology, 84156-83111 Isfahan, Iransam.dehghan@eng.ui.ac.ir;3. Department of Mechanical Engineering, Isfahan University of Technology, 84156-83111 Isfahan, Iran;4. Department of Electrical and Computer Engineering, Isfahan University of Technology, 84156-83111 Isfahan, Iran |
| |
Abstract: | This study is devoted to sensorless adaptive force/position control of robot manipulators using a position-based adaptive force estimator (AFE) and a force-based adaptive environment compliance estimator. Unlike the other sensorless method in force control that uses disturbance observer and needs an accurate model of the manipulator, in this method, the unknown parameters of the robot can be estimated along with the force control. Even more, the environment compliance can be estimated simultaneously to achieve tracking force control. In fact, this study deals with three challenging problems: No force sensor is used, environment stiffness is unknown, and some parametric uncertainties exist in the robot model. A theorem offers control laws and updating laws for two control loops. In the inner loop, AFE estimates the exerted force, and then, the force control law in the outer loop modifies the desired trajectory of the manipulator for the adaptive tracking loop. Besides, an updating law updates the estimated compliance to provide an accurate tracking force control. Some experimental results of a PHANToM Premium robot are provided to validate the proposed scheme. In addition, some simulations are presented that verify the performance of the controller for different situations in interaction. |
| |
Keywords: | sensorless force control hybrid force/position control adaptive force estimator adaptive control robot manipulators |
|
|