Publication Type : Conference Paper
Publisher : 2008 Joint International Conference on Power System Technology POWERCON and IEEE Power India Conference, POWERCON 2008
Source : 2008 Joint International Conference on Power System Technology POWERCON and IEEE Power India Conference, POWERCON 2008, New Delhi, 2008
ISBN : 9781424417629
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
Campus : Amritapuri
School : School of Engineering
Department : Electrical and Electronics
Year : 2008
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.
Cite this Research Publication :
M. R. Sindhu, Dr. Manjula G. Nair, 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