Modelling and simulation of KHLMS algorithm-based DSTATCOM

The assessment of the shunt compensation allied power quality glitches bounds the design and modelling of a controller for the d-FACTS (Distribution Flexible Alternating current Transmission System) device. So, Kernel Hebbian least mean square (KHLMS) is proposed for controlling the distributed stat...

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Bibliographic Details
Published in:	IET power electronics Vol. 12; no. 9; pp. 2304 - 2311
Main Authors:	Mangaraj, Mrutyunjaya, Panda, Anup Kumar
Format:	Journal Article
Language:	English
Published:	The Institution of Engineering and Technology 07.08.2019
Subjects:	adaptive LMS ALMS algorithm control algorithms controller algorithms design distributed static compensator Distribution Flexible Alternating current Transmission System d‐FACTS device flexible AC transmission systems fundamental active components harmonics suppression independent neural network structure Kernel Hebbian least mean square KHLMS algorithm‐based DSTATCOM learning mechanism load currents mathematical equations MATLAB/Simulink modelling phase control phase controller power distribution control power factor correction power supply quality reactive components reference source currents Research Article shunt compensation allied power quality glitches simulation source current harmonic reduction static VAr compensators suitable pattern system variation adaptability voltage control power distribution control independent neural network structure simulation KHLMS algorithm-based DSTATCOM d-FACTS device ALMS algorithm source current harmonic reduction flexible AC transmission systems shunt compensation allied power quality glitches distributed static compensator reference source currents system variation adaptability adaptive LMS MATLAB/Simulink design controller algorithms power factor correction reactive components Kernel Hebbian least mean square static VAr compensators phase controller control algorithms load currents suitable pattern modelling power supply quality fundamental active components Distribution Flexible Alternating current Transmission System learning mechanism mathematical equations phase control voltage control harmonics suppression
ISSN:	1755-4535, 1755-4543
Online Access:	Get full text
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