Control Methods of Active Power Filters Using Soft Computing Techniques

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Control Methods of Active Power Filters Using Soft Computing Techniques

Popis výsledku v původním jazyce

This paper presents soft computing techniques (combination of fuzzy system techniques and artificial intelligence, which is also known as Adaptive Neuro Fuzzy Interference Systems - ANFIS), to design a new control scheme for switching a shunt active power filter - SAPF. The predictive and adaptive properties of ANFIS are used for fast estimation of the compensating current. Within the executed experiments there was created a complex adaptive system based on the ANFIS structure. Experimental results demonstrate the effectiveness of the proposed control method. This control method helps reduce harmonics, has short dynamic response time and effectively improves the total harmonic distortion -THD. It is also useful and applicable to other active filters, especially for nonlinear control systems. When compared to other control methods, the simulation and experimental results show that the proposed control method has the advantages of a shorter response time, good online control and very eff

Název v anglickém jazyce

Control Methods of Active Power Filters Using Soft Computing Techniques

Popis výsledku anglicky

This paper presents soft computing techniques (combination of fuzzy system techniques and artificial intelligence, which is also known as Adaptive Neuro Fuzzy Interference Systems - ANFIS), to design a new control scheme for switching a shunt active power filter - SAPF. The predictive and adaptive properties of ANFIS are used for fast estimation of the compensating current. Within the executed experiments there was created a complex adaptive system based on the ANFIS structure. Experimental results demonstrate the effectiveness of the proposed control method. This control method helps reduce harmonics, has short dynamic response time and effectively improves the total harmonic distortion -THD. It is also useful and applicable to other active filters, especially for nonlinear control systems. When compared to other control methods, the simulation and experimental results show that the proposed control method has the advantages of a shorter response time, good online control and very eff

Druh

D - Stať ve sborníku

CEP obor

JB - Senzory, čidla, měření a regulace

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings Of The 8th International Scientific Symposium On Electrical Power Engineering (Elektroenergetika 2015)

ISBN

978-80-553-2187-5

ISSN

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e-ISSN

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Počet stran výsledku

4

Strana od-do

363-366

Název nakladatele

TECHNICAL UNIV KOSICE, FAC ELECTRICAL ENGRG &amp; INFORMATICS

Místo vydání

Košice

Místo konání akce

Stara Lesna

Datum konání akce

16. 9. 2015

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

000361561700088