Title :
An experimental approach to the control of electrical drives by use of a progressive learning neural network
Author :
Cirrincione, M. ; Flaccomio, A. ; Piglione, F. ; Vitale, G.
Author_Institution :
Dipartimento di Ingegneria Elettrica, Palermo Univ., Italy
Abstract :
This paper describes the laboratory implementation of a control of a DC drive based on a progressive learning neural network (PLN). The objective is to verify the goodness of this network in the so-called direct inverse control with generalized learning. After describing the fundamentals of PLN and the control strategy, the test bed is presented. Then the experimental results are discussed
Keywords :
DC motor drives; learning (artificial intelligence); machine control; neural nets; DC drive; control strategy; direct inverse control; generalized learning; progressive learning neural network; Artificial neural networks; Control systems; DC motors; Laboratories; Mathematical model; Neural networks; Neurons; Nonlinear control systems; Real time systems; Testing;
Conference_Titel :
Electrotechnical Conference, 1996. MELECON '96., 8th Mediterranean
Conference_Location :
Bari
Print_ISBN :
0-7803-3109-5
DOI :
10.1109/MELCON.1996.550995