Title :
Fuzzy control experiments on DC drives using various inference connectives
Author :
Cupertino, Francesco ; Dotoli, Mariagrazia ; Giordano, Vincenzo ; Maione, Bruno ; Salvatore, Luigi
Author_Institution :
Dipt. di Elettrotecnica ed Elettronica, Politecnico di Bari, Italy
fDate :
6/24/1905 12:00:00 AM
Abstract :
We investigate the functionality of fuzzy inference connectives for control. In particular, we employ selected conjunction, implication and aggregation operators, extensively used in the specialized literature, for speed control of a DC drive. The problem is approached from a practical perspective: we analyze the effect of the different connectives on the rise time performance index of the speed response obtained both in simulation and laboratory tests. Rather than the mere optimization of the DC drive, the object of the paper is the analysis of the key fuzzy controller (FC) features, in order to carry out an in-depth study of the FC operation and take full advantage of its potential
Keywords :
DC motor drives; control system synthesis; fuzzy control; machine control; performance index; two-term control; velocity control; DC drives; aggregation operators; conjunction operators; functionality; fuzzy control; fuzzy inference connectives; implication operators; inference connectives; rise time performance index; speed control; speed response; Analytical models; Automatic control; Electrical capacitance tomography; Fuzzy control; Fuzzy logic; Laboratories; Performance analysis; Shape control; Testing; Velocity control;
Conference_Titel :
Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7280-8
DOI :
10.1109/FUZZ.2002.1004958