Title :
Current controller with artificial neural network for 3-phase 4-wire active filter
Author :
Villalva, M.G. ; Ruppert, E.F.
Author_Institution :
Sch. of Electr. & Comput. Eng., Campinas Univ., Brazil
Abstract :
This work presents a three-phase four-wire current controller based on a linear neural network. A brief discussion about active filters and current controllers is followed by an explanation of the three-dimensional (3-D) space vector modulation (SVPWM) algorithm. Then a detailed discussion about the design and implementation of a linear multilayer feedforward neural network is presented.
Keywords :
active filters; electric current control; feedforward neural nets; neurocontrollers; power engineering computing; 3-phase 4-wire active filter; active filters; artificial neural network; current controller; linear multilayer feedforward neural network; space vector modulation algorithm; Active filters; Artificial neural networks; Control system synthesis; Control systems; Current measurement; Inductors; Inverters; Regulators; Space vector pulse width modulation; Voltage control;
Conference_Titel :
Power Electronics Specialists Conference, 2004. PESC 04. 2004 IEEE 35th Annual
Print_ISBN :
0-7803-8399-0
DOI :
10.1109/PESC.2004.1355556
