RT Journal Article
SR Electronic
A1 Kuchar, Martin
A1 Brandstetter, Pavel
T1 Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter
JF Communications - Scientific Letters of the University of Zilina
YR 2004
VO 6
IS 1
SP 38
OP 41
DO 10.26552/com.C.2004.1.38-41
UL https://komunikacie.uniza.sk/artkey/csl-200401-0008.php
AB This paper deals with development, simulation and DSP implementation of space vector modulator based on artificial neural network. The modulator is designed for a voltage source inverter utilization. In the contribution an explanation of presented ANN-based VSI-VPWM is described. Main features and advantages of the used algorithm are summarized too. The entire AC electrical drive consists of a frequency converter, induction motor and microprocessor control system. In the paper a description of the control system with TMS 320C40 DSP is also given. A very important part of the development is simulation, because it is necessary to verify rightness of the algorithm. The entire drive was simulated in the program Matlab with Simulink toolbox.