Title :
Current controller with artificial neural networks for active filter
Author :
Villalva, Marcelo Gradella ; de Siqueira, T.G. ; de Oliveira, M.E. ; Ruppert, F.E.
Author_Institution :
Univ. of Campinas, Brazil
Abstract :
The focus of this paper is the development of a three-phase four-wire current controller with neural networks. A brief discussion about active filters and current controllers is followed by an explanation of the three-dimensional space vector modulation algorithm. Then a detailed discussion about the use of multilayer feedforward neural networks is done. Practical and simulation results are presented.
Keywords :
PWM invertors; electric current control; feedforward neural nets; power conversion harmonics; power engineering computing; power harmonic filters; active filter; current controller; feedforward neural network; three-dimensional space vector modulation; three-leg inverter; three-phase four-wire current controller;
Conference_Titel :
Power Electronics, Machines and Drives, 2004. (PEMD 2004). Second International Conference on (Conf. Publ. No. 498)
Conference_Location :
Edinburgh, UK
Print_ISBN :
0-86341-383-8
DOI :
10.1049/cp:20040361