Active power line conditioner with a neural network control
Journal
IEEE Transactions on Industry Applications
Journal Volume
33
Journal Issue
4
Pages
1131-1136
Date Issued
1997
Author(s)
O'Connell, R.M.
Abstract
Harmonics in a power system can lead to communication interference, transformer heating, or solid-state device malfunctions. Active power line conditioners (APLC) are one important way to achieve harmonic reduction. The purpose of this paper is to propose a novel voltage-type APLC, which cancels line current harmonics by injecting a compensation current. The proposed APLC consists of a variable DC voltage source, an inverter, and a neural network controller that is trained with the genetic algorithm and backpropagation. Computer simulations for two load current test cases show that the neural network can provide switch control signals for the proposed APLC to generate compensation currents that reduce line current total harmonic distortions significantly.
SDGs
Type
journal article