Title :
Intelligent active vibration control of constrained manipulaors in robotic deburring
Author :
Daniali, Mohsen M. ; Vossoughi, Gholamreza
Author_Institution :
Dept. of Mechatron., Sharif Univ. of Technol., Kish Island, Iran
Abstract :
In this paper, active vibration control of constrained manipulators used in automated deburring process is addressed. In order to suppress the random vibration generated due to the interaction force between robot end-effector and workpiece, an adaptive critic-based neurofuzzy controller is developed. This controller can adapt itself with different burr size. The control signal is fed to a piezoelectric actuator, which is mounted beside the workpiece. The piezoelectric actuator moves the workpiece to compensate the vibration. According to the intelligent behavior and system independent structure, the proposed design can be used for any industrial manipulator in various automated finishing processes. A two-link planar manipulator with flexible joints is simulated in edge deburring process to illustrate the performance of the proposed scheme.
Keywords :
adaptive control; compensation; control system synthesis; deburring; end effectors; fuzzy control; fuzzy neural nets; industrial manipulators; intelligent control; neurocontrollers; piezoelectric actuators; vibration control; adaptive critic-based neurofuzzy controller design; automated finishing process; automated robotic deburring process; constrained manipulator; flexible joint; intelligent active vibration control; piezoelectric actuator; robot end-effector; two-link planar industrial manipulator; vibration compensation; Adaptive control; Automatic control; Deburring; Intelligent control; Intelligent robots; Manipulators; Piezoelectric actuators; Programmable control; Robotics and automation; Vibration control; active vibration control; adaptive critic-based design; automated robotic deburring; neurofuzzy system;
Conference_Titel :
Industrial Mechatronics and Automation, 2009. ICIMA 2009. International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-3817-4
DOI :
10.1109/ICIMA.2009.5156564