Title :
A high-precision fuzzy impedance control algorithm and application in robotic arm
Author :
Chen, Yue-Yan ; Zhao, Ji ; Zhan, Jian-Ming ; Zhu, Si-Guo
Author_Institution :
Inst. of Mech. Sci. & Eng., Jilin Univ., Changchun, China
Abstract :
In machining die and mold with free-form surfaces, We not only require the movement of the technical apparatus can guarantee the polishing tool finish machining the work piece according to the scheduled lines or the technological requirement, but also require the force between the polishing tool and the work piece is compliant to the change of curvature radius of die and mold with free-form surfaces. To realize the compliance control of robotic arm, we presented a novel impedance control method for high-precision fuzzy controller with self adjustment quantitative factor on a sampling polishing compression force in this paper. This method can not only realize the real-time control by adjusting impedance parameters, but also enhance the stability and dynamic characteristics of the system. We have demonstrated this strategy is feasible and effective based on the simulation researches of robotic arm.
Keywords :
fuzzy control; industrial robots; machining; polishing machines; self-adjusting systems; high-precision fuzzy impedance control algorithm; impedance control method; machining die; polishing compression force sampling; polishing tool; real-time control; robotic arm; self adjustment quantitative factor; technical apparatus movement; Control systems; Force control; Fuzzy control; Machining; Real time systems; Robot control; Sampling methods; Stability; Surface finishing; Surface impedance; Free-form surfaces; compliance control; high-precision fuzzy controller; impedance parameters; self adjustment quantitative factor;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527072