MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM

Power transformers are known to generate noise, however, active noise emanating from power transformers many at time is unbearable and has been a subject of concern overtime in power engineering. Several studies on it have principally centered on single channel active noise controller (scANC) using...

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Autores principales:	ADETONA SUNDAY, SALAWU RAIFU, ALABI MORUF
Formato:	article
Lenguaje:	EN
Publicado:	Alma Mater Publishing House "Vasile Alecsandri" University of Bacau 2021
Materias:	power transformer, noise, active noise controller, LMS algorithm, Simulink Technology T Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/86e63a1d756148c396139cf08470850b
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spelling	oai:doaj.org-article:86e63a1d756148c396139cf08470850b2021-12-02T18:55:09ZMODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM2068-75592344-4932https://doaj.org/article/86e63a1d756148c396139cf08470850b2021-10-01T00:00:00Zhttp://www.jesr.ub.ro/1/article/view/266https://doaj.org/toc/2068-7559https://doaj.org/toc/2344-4932 Power transformers are known to generate noise, however, active noise emanating from power transformers many at time is unbearable and has been a subject of concern overtime in power engineering. Several studies on it have principally centered on single channel active noise controller (scANC) using fixed step size, which are characterized with the problems such as signal congestion and instability. This study, therefore, employed Filtered-X Least Mean Square (FXLMS) on a dual channel active noise controller (dcANC) using variable step-size. The noise emanating from a 100 MVA, 132/33 kV power transformer was captured with the help of a smart phone in flight mode in accordance with IEC 60076-10 standard of 2 m away from the transformer and 1 m apart between each measurement. The recorded noises were taken at one-third of the height of the transformer tank, while electromagnetic interference from the phone and others were assumed to be negligible. A dcANC with FXLMS was model mathematically and implemented in Simulink in the MATLAB environment. Noise reduction ratio, loudness unit full scale and mean square error were used as performance metrics. The simulation results obtained showed that the original noise emanating from the power transformer when ANC was not used was found to be 70 dB. When scANC with FXLMS was used, the noise was reduced to 30.55 dB whereas, when dcANC with the FXLMS was employed it was reduced to 0.19 dB. Also, the MSE value of -72 dB was obtained in the proposed dcANC with FXLMS, compared with -64 dB obtained from scANC with FXLMS algorithm. The results of the simulation using FXLMS on both scANC and dcANC showed that the performance of the dcANC is comparatively better in term of the stated performance metrics. ADETONA SUNDAY SALAWU RAIFUALABI MORUF Alma Mater Publishing House "Vasile Alecsandri" University of Bacauarticlepower transformer, noise, active noise controller, LMS algorithm, SimulinkTechnologyTEngineering (General). Civil engineering (General)TA1-2040ENJournal of Engineering Studies and Research, Vol 27, Iss 2 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	power transformer, noise, active noise controller, LMS algorithm, Simulink Technology T Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	power transformer, noise, active noise controller, LMS algorithm, Simulink Technology T Engineering (General). Civil engineering (General) TA1-2040 ADETONA SUNDAY SALAWU RAIFU ALABI MORUF MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM
description	Power transformers are known to generate noise, however, active noise emanating from power transformers many at time is unbearable and has been a subject of concern overtime in power engineering. Several studies on it have principally centered on single channel active noise controller (scANC) using fixed step size, which are characterized with the problems such as signal congestion and instability. This study, therefore, employed Filtered-X Least Mean Square (FXLMS) on a dual channel active noise controller (dcANC) using variable step-size. The noise emanating from a 100 MVA, 132/33 kV power transformer was captured with the help of a smart phone in flight mode in accordance with IEC 60076-10 standard of 2 m away from the transformer and 1 m apart between each measurement. The recorded noises were taken at one-third of the height of the transformer tank, while electromagnetic interference from the phone and others were assumed to be negligible. A dcANC with FXLMS was model mathematically and implemented in Simulink in the MATLAB environment. Noise reduction ratio, loudness unit full scale and mean square error were used as performance metrics. The simulation results obtained showed that the original noise emanating from the power transformer when ANC was not used was found to be 70 dB. When scANC with FXLMS was used, the noise was reduced to 30.55 dB whereas, when dcANC with the FXLMS was employed it was reduced to 0.19 dB. Also, the MSE value of -72 dB was obtained in the proposed dcANC with FXLMS, compared with -64 dB obtained from scANC with FXLMS algorithm. The results of the simulation using FXLMS on both scANC and dcANC showed that the performance of the dcANC is comparatively better in term of the stated performance metrics.
format	article
author	ADETONA SUNDAY SALAWU RAIFU ALABI MORUF
author_facet	ADETONA SUNDAY SALAWU RAIFU ALABI MORUF
author_sort	ADETONA SUNDAY
title	MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM
title_short	MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM
title_full	MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM
title_fullStr	MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM
title_full_unstemmed	MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM
title_sort	modeling and simulation of a dual channel active noise control system for power transformer using fxlms algorithm
publisher	Alma Mater Publishing House "Vasile Alecsandri" University of Bacau
publishDate	2021
url	https://doaj.org/article/86e63a1d756148c396139cf08470850b
work_keys_str_mv	AT adetonasunday modelingandsimulationofadualchannelactivenoisecontrolsystemforpowertransformerusingfxlmsalgorithm AT salawuraifu modelingandsimulationofadualchannelactivenoisecontrolsystemforpowertransformerusingfxlmsalgorithm AT alabimoruf modelingandsimulationofadualchannelactivenoisecontrolsystemforpowertransformerusingfxlmsalgorithm
_version_	1718377278900011008

MODELING AND SIMULATION OF A DUAL CHANNEL ACTIVE NOISE CONTROL SYSTEM FOR POWER TRANSFORMER USING FXLMS ALGORITHM

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