A fuzzy logic control for power converters using a cell state algorithm
A fuzzy-logic controller that implements an optimal algorithm as a control law is proposed as an alternative to control power converters. The algorithm tries to minimize a given cost function by means of exhaustive system simulation. The result is a nonlinear optimal control surface. A fuzzy-logic c...
Gespeichert in:
Hauptverfasser: | , , , |
---|---|
Format: | Tagungsbericht |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | A fuzzy-logic controller that implements an optimal algorithm as a control law is proposed as an alternative to control power converters. The algorithm tries to minimize a given cost function by means of exhaustive system simulation. The result is a nonlinear optimal control surface. A fuzzy-logic controller learns the set rules, that best approximates the control surface. An implementation of the fuzzy-logic controller, based on a digital circuit is also proposed, and a PWM DC/DC power converter is used as a test system. Experimental results show a large improvement in the transient response when compared to a classical PI controller, confirming the validity of the proposed approach.< > |
---|---|
DOI: | 10.1109/IECON.1994.397986 |