Title :
Adaptive closed loop material testing using fuzzy logic control
Author :
Guvenc, Levent ; Kalanovic, Vojislav D.
Author_Institution :
Dept. of Mech. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Abstract :
One of the major difficulties in the design of control systems for the hydraulic electromechanical systems, is presented by the fact that the specimen stiffness may change, especially, during the low cycle fatigue tests. Thus, there is a need for frequent tuning of the existing controller. Typically, an operator will change the controller´s parameters if the performance deteriorates during testing. This problem may be circumvented with adaptive techniques but also, as shown in this paper, an approach using fuzzy logic can be as successful. Further, a fuzzy compensator can overcome this structural disturbance, and still retain a simple controller configuration which is readily applicable in real time
Keywords :
adaptive control; closed loop systems; compensation; electrohydraulic control equipment; fuzzy control; materials testing; model reference adaptive control systems; real-time systems; adaptive control; automatic tuning; closed loop system; electrohydraulic machines; fatigue tests; fuzzy compensator; fuzzy logic control; material testing machine; real time systems; Adaptive control; Capacitive sensors; Electrohydraulics; Fatigue; Fuzzy logic; Materials testing; Mechanical engineering; Optical coupling; Programmable control; System testing;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.538153