Title :
A proportional-plus-derivative rule-based fuzzy controller
Author :
Sabharwal, Deepak ; Rattan, Kuldip S.
Author_Institution :
Dept. of Electr. Eng., Wright State Univ., Dayton, OH, USA
Abstract :
A control scheme based on fuzzy logic is proposed. The objective is to design a fuzzy controller without any particular system in mind. The inputs to the controller are the error and the change in error of the system response. A set of fuzzy rules that makes the controller look like a proportional-plus-derivative (PD) controller is obtained and simulated on Matrix/sub x/, a software package for the analysis and design of control systems. The controller used to control a servo motor, a flexible arm with one vibration mode and a system with three vibration modes was found to give satisfactory results. The results are compared to those obtained from systems using proportional-plus-derivative controllers. One major advantage of the fuzzy controller is its robustness to system parameter changes.<>
Keywords :
control system CAD; control system analysis computing; fuzzy logic; fuzzy set theory; knowledge based systems; software packages; transfer functions; two-term control; Matrix/sub x/; change in error; control system CAD; control system analysis computing; flexible arm; fuzzy logic; proportional-plus-derivative rule-based fuzzy controller; robustness; servo motor; software package; system response; Control systems; Design automation; Fuzzy logic; Fuzzy sets; Knowledge based systems; Proportional control; Software packages; Transfer functions;
Conference_Titel :
Systems Engineering, 1991., IEEE International Conference on
Conference_Location :
Dayton, OH, USA
Print_ISBN :
0-7803-0173-0
DOI :
10.1109/ICSYSE.1991.161120
