Title :
A frequency modeling method of rubbertuators for control application in an IMA framework
Author :
Thongchai, S. ; Goldfarb, Michael ; Sarkar, N. ; Kawamura, K.
Author_Institution :
Dept. of Electr. Eng., Vanderbilt Univ., Nashville, TN, USA
Abstract :
This paper presents the results of rubbertuator modeling for purposes of control applications. A pair of rubbertuators is constructed as a revolute joint. The rubbertuator arm is highly nonlinear and exhibits hysteresis. The frequency modeling method was implemented using software agents within the intelligent machine architecture (IMA) framework. Several linear models were built, simulated, and employed to design a controller for the rubbertuators. The results show that all models match the experimental data in each frequency range. A fuzzy model-based controller was designed and implemented as an example using the IMA framework
Keywords :
actuators; control system synthesis; flexible structures; hysteresis; intelligent control; multi-agent systems; nonlinear control systems; pneumatic control equipment; robots; IMA framework; McKibben artificial muscle; control application; flexible actuator; frequency modeling method; fuzzy model-based controller; highly-nonlinear arm; hysteresis; intelligent machine architecture; revolute joint; rubber actuator; rubbertuator arm; software agents; Communication system control; Computer architecture; Frequency; Humans; Intelligent agent; Intelligent robots; Machine intelligence; Muscles; Robot control; Robot sensing systems;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.945977