Abstract
Since switching power converters behave highly nonlinear, conventional controllers are incapable of obtaining good dynamical performance. This paper addresses to utilize a neural netwoks as an adaptive feedforward controller as well as another neural network as an emulator for switching dc-dc converters. The simulation results show that this neural network control system can provide good dynamic responses even under high-frequency pulsed supply voltage and high-frequency pulsed reference signal.
| Original language | English |
|---|---|
| Pages (from-to) | 887-892 |
| Number of pages | 6 |
| Journal | PESC Record - IEEE Annual Power Electronics Specialists Conference |
| Publication status | Published - Jun 1993 |
| Event | Proceedings of the 1993 IEEE 24th Annual Power Electronics Specialist Conference - Seattle, WA, USA Duration: 20 Jun 1993 → 20 Jun 1993 |
ASJC Scopus subject areas
- Modelling and Simulation
- Condensed Matter Physics
- Energy Engineering and Power Technology
- Electrical and Electronic Engineering