Title :
Optimised PWM inverter control using artificial neural networks
Author :
Daniolos, D. ; Darwish, M.K. ; Mehta, P.
Author_Institution :
Dept. of Electr. Eng. & Electron., Brunel Univ., Uxbridge, UK
fDate :
9/28/1995 12:00:00 AM
Abstract :
A novel method of producing optimum switching functions for the voltage and harmonic control of DC-to-AC bridge inverters using neural networks is presented. Results obtained from an experimental implementation of a neural network-based inverter system are included. The implementation does not depend on any hardware configuration and can be modified without affecting the performance
Keywords :
PWM invertors; bridge circuits; harmonics; neurocontrollers; switching circuits; voltage control; DC-to-AC bridge inverters; PWM inverter control; artificial neural networks; harmonic control; optimum switching functions; voltage control;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19951186
