Title :
An intelligent hybrid active power factor compensator for power systems
Author :
Silva, L. E Borges da ; Silva, V. Ferreira da ; Silva, M. Barros da ; Lambert-Torres, G.
Author_Institution :
Departamento de Eng. Eletrica, Universidade de Taubate, Brazil
Abstract :
The power factor, in present days, is a critical matter. The ever increasing utilization of power electronics in all kinds of industry applications and the severe standards requirements, are pushing the research toward new solutions to keep the industrial power factor around certain values. The switched capacitors banks brings together problems that are not easy to solve, like: parallel resonance and over voltage. This article describes the application of a hybrid converter as a line conditioner. The hybrid converter basically is a converter bridge with two GTOs, that transform it in a fully controllable inverter. Therefore, this converter allows independent control of voltage and displacement factor. When appropriately controlled this converter can produce part of the reactive power consumed by the load. Made with a well known technology, this converter is suitable for large power compensation. Theoretical analysis and experimental results are presented. Also, a control strategy based on learning is proposed. This structure, a hierarchical approach, uses hints, coded in fuzzy conditional rules, to train a neural network responsible for the converter variables manipulation
Keywords :
compensation; intelligent control; learning (artificial intelligence); neural nets; power factor; power factor correction; power system control; voltage control; displacement factor; fuzzy conditional rules; industrial power factor; intelligent hybrid active power factor compensator; large power compensation; line conditioner; neural network; power electronics; power systems; switched capacitors banks; Bridge circuits; Capacitors; Displacement control; Electronics industry; Industry applications; Inverters; Power electronics; Reactive power; Resonance; Voltage control;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.537963