A New Design of Adaptive Fuzzy Hybrid Force/Position Controller for Robot Manipulators
نویسندگان
چکیده
T h e major problems of hybrid force/position control arise f r o m uncertainty of the robot manipulators and u n k n o w n parameters of the task enviroment. In this paper, a n e w design method of the hybrid force/position control of the robot manipulators i s proposed t o solve these problems. T h e control objective is t o track the desired force and posit ion trajectories simultaneously regardless of the unknown parameters of the task env iroment and the existence of the manipulator dynamics, represented as a fu z zy rube-base. T h e algorithm embedded in the proposed architecture can automatically update the fu z zy rules and, consequently, guarantee the global stability and drive the tracking errors t o a neighborhood of zero. T h e present work is applied t o the control of a five degree-of-freedom (DOF) articulated robot manipulator. S imula t ion results show that the proposed control architecture is featured in fas t convergence.
منابع مشابه
Design of an Adaptive Fuzzy Estimator for Force/Position Tracking in Robot Manipulators
This paper presents a stable new algorithm for force/position control in robot manipulators. In this algorithm, position vectors are measured by sensors and then used in the control law. Since using force sensor has some issues such as high costs and technical problems, an approach is presented to overcome these issues. In this respect, force sensor is replaced by an adaptive fuzzy estimator to...
متن کاملA New Adaptive Fuzzy Hybrid Force/Position Control for Intelligent Robot Deburring
The major control problems for robot debuning mainly arise from uncertainty of the robot manipulators and complex deburring process. In this paper, a new design of hybrid force/position control of robot manipulators via adaptive fuzzy approach is proposed to solve these problems. The control architecture consists of an outer-loop command generator which can automatically determine the desired r...
متن کاملIntelligent robot deburring using adaptive fuzzy hybrid position/force control
The overwhelming complexity of the deburring process and imprecise knowledge about robot manipulators leads to a certain control problem. In this paper, a new design of hybrid position/force control of robot manipulators via adaptive fuzzy control approach is proposed to solve these problems. The control architecture consists of an outer-loop command generator which can automatically determine ...
متن کاملDesigning an adaptive fuzzy control for robot manipulators using PSO
This paper presents designing an optimal adaptive controller for tracking control of robot manipulators based on particle swarm optimization (PSO) algorithm. PSO algorithm has been employed to optimize parameters of the controller and hence to minimize the integral square of errors (ISE) as a performance criteria. In this paper, an improved PSO using logic is proposed to increase the convergenc...
متن کاملAdaptive Neuro-fuzzy Controller for Hybrid Position/force Control of Robotic Manipulators
In this paper, an adaptive control method for hybrid position/force control of robot manipulators, based on neuro-fuzzy modelling, is presented. Also, an adaptive neuro-fuzzy compensator compensates the friction force between the endeffector and the surface of the object. Due to the adaptive neuro-fuzzy modelling, the proposed controller is independent of the robot dynamics. Also, the stability...
متن کاملRobust adaptive neuro-fuzzy controller for hybrid position/force control of robot manipulators in contact with unknown environment
In this paper, an adaptive control method for hybrid position/force control of robot manipulators, based on neuro-fuzzy modeling, is presented. Since the force control involves applying certain amount of force on the surface of an object, it is important to consider the friction force between the end-effector and the surface into account. In order to compensate this friction force, a robust and...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1995