Publication Type:

Conference Paper

Source:

2008 Joint International Conference on Power System Technology POWERCON and IEEE Power India Conference, POWERCON 2008, New Delhi (2008)

ISBN:

9781424417629

URL:

http://www.scopus.com/inward/record.url?eid=2-s2.0-62949097009&partnerID=40&md5=23f23988887fe667e4cfddd218b6b90a

Keywords:

Active filters, Active power filter, Ann (artificial neural network), ANN based digital control, Backpropagation, Current harmonics, Digital control systems, Digital controllers, Electric power transmission networks, Harmonic analysis, Harmonic current injections, Harmonic loads, Harmonics compensation, Knowledge base, Knowledge based systems, Neural networks, Power converters, Power transmission, Reactive power, Reactive power compensation, Reactive power requirements, Shunt active power filters, Source currents, Three-phase systems

Abstract:

Three-phase shunt active power filters are designed to effectively compensate for the current harmonics and reactive power requirements in a three-phase system with harmonic loads. An ANN (artificial neural network) based controller selects the amount of harmonic current injection based on the percentage of harmonic distortion present in the source current and also on the reactive power requirement of the load. The selection is done by the ANN with the help of a properly tuned knowledge base. © 2008 IEEE.

Notes:

cited By (since 1996)0; Conference of org.apache.xalan.xsltc.dom.DOMAdapter@1c24704b ; Conference Date: org.apache.xalan.xsltc.dom.DOMAdapter@1c485a5c Through org.apache.xalan.xsltc.dom.DOMAdapter@52245c85; Conference Code:75588

Cite this Research Publication

M. R. Sindhu, Nair, M. G., and Nambiar, T. N. P., “An ANN based digital controller for a three-phase active power filter”, in 2008 Joint International Conference on Power System Technology POWERCON and IEEE Power India Conference, POWERCON 2008, New Delhi, 2008.