Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]

The failure detection in a grid-connected photovoltaic (PV) system has become an important aspect of solving the issue of the reduced energy output in the PV system. One of the methods in detecting failure is by using the threshold-based method to compute the ratio of actual and predicted DC array c...

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Main Authors: Muhammad, Nurmalessa, Zakaria, Nor Zaini, Shaari, Sulaiman, Omar, Ahmad Maliki
Format: Article
Language:English
Published: UiTM Press and Research Management Centre Universiti Teknologi MARA 2020
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Online Access:http://ir.uitm.edu.my/id/eprint/30094/1/30094.pdf
http://ir.uitm.edu.my/id/eprint/30094/
https://srj.uitm.edu.my/
https://doi.org/10.24191/srj.v17i1.6314
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Institution: Universiti Teknologi Mara
Language: English
id my.uitm.ir.30094
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spelling my.uitm.ir.300942020-04-22T16:09:52Z http://ir.uitm.edu.my/id/eprint/30094/ Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.] Muhammad, Nurmalessa Zakaria, Nor Zaini Shaari, Sulaiman Omar, Ahmad Maliki Electronics Dielectric devices The failure detection in a grid-connected photovoltaic (PV) system has become an important aspect of solving the issue of the reduced energy output in the PV system. One of the methods in detecting failure is by using the threshold-based method to compute the ratio of actual and predicted DC array current and DC string voltage value. This value will be applied in the failure detection algorithm by using power loss analysis and may reduce the time, cost and labour needed to measure the quality of the energy output of the PV system. This study presented the threshold value of DC array current and DC string voltage to be implemented in the algorithm of fault detection in grid-connected photovoltaic (PV) system under the Malaysian climate. Data from the PV system located at Green Energy Research Center (GERC) was recorded in 12 months interval using the monocrystalline PV modules. The actual data was recorded using five minutes interval for 30 consecutive days. The prediction of the data was calculated using the mathematical method. The threshold value was determined from the ratio between actual and predicted data. The results show that the DC array current threshold value, σ is 0.9816. While, DC string voltage threshold value, λ is 0.9261. The proposed value may be beneficial for the determination of threshold value for regions with the tropical climate. UiTM Press and Research Management Centre Universiti Teknologi MARA 2020 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/30094/1/30094.pdf Muhammad, Nurmalessa and Zakaria, Nor Zaini and Shaari, Sulaiman and Omar, Ahmad Maliki (2020) Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]. Scientific Research Journal, 17 (1). pp. 1-13. ISSN 2289-649X https://srj.uitm.edu.my/ https://doi.org/10.24191/srj.v17i1.6314
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Electronics
Dielectric devices
spellingShingle Electronics
Dielectric devices
Muhammad, Nurmalessa
Zakaria, Nor Zaini
Shaari, Sulaiman
Omar, Ahmad Maliki
Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]
description The failure detection in a grid-connected photovoltaic (PV) system has become an important aspect of solving the issue of the reduced energy output in the PV system. One of the methods in detecting failure is by using the threshold-based method to compute the ratio of actual and predicted DC array current and DC string voltage value. This value will be applied in the failure detection algorithm by using power loss analysis and may reduce the time, cost and labour needed to measure the quality of the energy output of the PV system. This study presented the threshold value of DC array current and DC string voltage to be implemented in the algorithm of fault detection in grid-connected photovoltaic (PV) system under the Malaysian climate. Data from the PV system located at Green Energy Research Center (GERC) was recorded in 12 months interval using the monocrystalline PV modules. The actual data was recorded using five minutes interval for 30 consecutive days. The prediction of the data was calculated using the mathematical method. The threshold value was determined from the ratio between actual and predicted data. The results show that the DC array current threshold value, σ is 0.9816. While, DC string voltage threshold value, λ is 0.9261. The proposed value may be beneficial for the determination of threshold value for regions with the tropical climate.
format Article
author Muhammad, Nurmalessa
Zakaria, Nor Zaini
Shaari, Sulaiman
Omar, Ahmad Maliki
author_facet Muhammad, Nurmalessa
Zakaria, Nor Zaini
Shaari, Sulaiman
Omar, Ahmad Maliki
author_sort Muhammad, Nurmalessa
title Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]
title_short Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]
title_full Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]
title_fullStr Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]
title_full_unstemmed Threshold value of DC array current and DC string voltage for fault detection in grid-connected photovoltaic system / Nurmalessa Muhammad … [et al.]
title_sort threshold value of dc array current and dc string voltage for fault detection in grid-connected photovoltaic system / nurmalessa muhammad … [et al.]
publisher UiTM Press and Research Management Centre Universiti Teknologi MARA
publishDate 2020
url http://ir.uitm.edu.my/id/eprint/30094/1/30094.pdf
http://ir.uitm.edu.my/id/eprint/30094/
https://srj.uitm.edu.my/
https://doi.org/10.24191/srj.v17i1.6314
_version_ 1685650608860692480