The use of LMS and RLS Adaptive Algorithms for an Adaptive Control Method of Active Power Filter

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86087278" target="_blank" >RIV/61989100:27240/13:86087278 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.4236/epe.2013.54B215" target="_blank" >http://dx.doi.org/10.4236/epe.2013.54B215</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.4236/epe.2013.54B215" target="_blank" >10.4236/epe.2013.54B215</a>

Jazyk výsledku

angličtina

Název v původním jazyce

The use of LMS and RLS Adaptive Algorithms for an Adaptive Control Method of Active Power Filter

Popis výsledku v původním jazyce

This paper deals with the adaptive control mechanism management meant for shunt active power filters (SAPF). Systems driven this way are designed to improve the quality of electric power (power quality) in industrial networks. The authors have focused onthe implementation of two basic representatives of adaptive algorithms. First, an algorithm with a stochastic LMS (least mean square) gradient adaptation and to an algorithm with recursive RLS (recursive least square) optimal adaptation. The system examined by the authors can be used for non-linear loads for appliances with rapid fluctuations of the reactive and active power consumption. The proposed system adaptively reduces distortion, falls (dip) and changes in a supply voltage (flicker). Real signals for measurement were obtained at a sophisticated, three-phase experimental workplace. The results of executed experiments indicate that, with use of the certain adaptive algorithms, the examined AHC system shows very good dynamics, res

Název v anglickém jazyce

The use of LMS and RLS Adaptive Algorithms for an Adaptive Control Method of Active Power Filter

Popis výsledku anglicky

This paper deals with the adaptive control mechanism management meant for shunt active power filters (SAPF). Systems driven this way are designed to improve the quality of electric power (power quality) in industrial networks. The authors have focused onthe implementation of two basic representatives of adaptive algorithms. First, an algorithm with a stochastic LMS (least mean square) gradient adaptation and to an algorithm with recursive RLS (recursive least square) optimal adaptation. The system examined by the authors can be used for non-linear loads for appliances with rapid fluctuations of the reactive and active power consumption. The proposed system adaptively reduces distortion, falls (dip) and changes in a supply voltage (flicker). Real signals for measurement were obtained at a sophisticated, three-phase experimental workplace. The results of executed experiments indicate that, with use of the certain adaptive algorithms, the examined AHC system shows very good dynamics, res

Druh

D - Stať ve sborníku

CEP obor

JB - Senzory, čidla, měření a regulace

OECD FORD obor

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Projekt

<a href="/cs/project/LH12183" target="_blank" >LH12183: Smart instrumentation - Vývoj a ověřování pokročilých měřicích systémů pro aplikační oblast přenosu a distribuce elektrické energie</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Energy and Power Engineering. Vol. 5, no. 4B

ISBN

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ISSN

1949-243X

e-ISSN

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Počet stran výsledku

8

Strana od-do

1126-1133

Název nakladatele

Scientific Research Publishing

Místo vydání

Irvine

Místo konání akce

Peking

Datum konání akce

12. 7. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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