Title :
Fine motion control of robot manipulators in deburring applications utilizing cutting tool signals
Author :
Abou-El-Ela, Ahmed ; Isermann, Rolf
Author_Institution :
Inst. of Autom. Control, Tech. Univ. of Darmstadt, Germany
Abstract :
The feasibility of exclusively utilizing cutting tool signals as an alternative feedback technique to enhance robotic machining of complex precision components is evaluated. A hybrid fine motion control scheme based on sophisticated models of the cutting tool dynamics and the nonlinear cutting process is proposed for accommodating the robot trajectory to positional inaccuracies in automated deburring and chamfering applications. Artificial neural networks as general approximators in conjunction with correlation analysis methods are employed to establish the nonlinear mapping of the measurable cutting tool quantities to the depth of engagement during the cutting operation. A superordinate adaptation strategy is developed to adjust the direction of motion correction and the nominal robot path to the local workpiece displacement. The effectiveness and performance of the proposed fine motion control scheme are demonstrated by some robotic deburring and chamfering experiments of fibre-reinforced plastics with a high-speed cutting tool
Keywords :
correlation methods; cutting; feedback; industrial control; industrial manipulators; manipulators; neural nets; nonlinear control systems; position control; artificial neural networks; chamfering; complex precision components; correlation analysis methods; cutting tool dynamics; cutting tool signals; feedback; fibre-reinforced plastics; fine motion control; high-speed cutting tool; local workpiece displacement; motion correction; nominal robot path; nonlinear cutting process; nonlinear mapping; positional inaccuracies; robot manipulators; robotic deburring; robotic machining; superordinate adaptation strategy; Artificial neural networks; Cutting tools; Deburring; Machining; Manipulator dynamics; Motion control; Motion planning; Neurofeedback; Robotics and automation; Robots;
Conference_Titel :
Advanced Motion Control, 1996. AMC '96-MIE. Proceedings., 1996 4th International Workshop on
Conference_Location :
Mie
Print_ISBN :
0-7803-3219-9
DOI :
10.1109/AMC.1996.509385