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Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi

Abstract Overall Equipment Utilisation (OEU) plays an important role as a benchmark for manufacturing companies to determine each machine's efficiency. Currently, there is no proper OEU measurement system in legacy machines and only relies on human observation. This project aims to develop a...

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Main Authors: Abd Rahim, Siti Huda, Embong, Abd Halim
Format: Article
Language:English
Published: Asosiasi Staf Akademik Perguruan Tinggi Seluruh Indonesia (ASASI) 2021
Subjects:
TS155 Production management
Online Access:http://irep.iium.edu.my/106787/8/106782_Overall%20equipment%20utilisation%20%28OEU%29%20monitoring.pdf
http://irep.iium.edu.my/106787/
https://asasijournal.id/index.php/jiae/article/view/26/28
https://doi.org/10.51662/jiae.v1i2.26
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spelling my.iium.irep.1067872023-09-21T08:12:48Z http://irep.iium.edu.my/106787/ Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi Abd Rahim, Siti Huda Embong, Abd Halim TS155 Production management Abstract Overall Equipment Utilisation (OEU) plays an important role as a benchmark for manufacturing companies to determine each machine's efficiency. Currently, there is no proper OEU measurement system in legacy machines and only relies on human observation. This project aims to develop a measurement of OEU system by using Optical Character Recognition (OCR). An efficient Optical Character Recognition (OCR) algorithm is needed to have a high percentage of recognition rate. The outcome of this project will be a Graphical User Interface (GUI) that display real-time OEU monitoring and remote quality check for legacy machines. Pytesseract-OCR Version 4 classifier using the Recurrent Neural Network (RNN) method has been proposed in this paper. Furthermore, an error detection feature is designed from OCR output. Asosiasi Staf Akademik Perguruan Tinggi Seluruh Indonesia (ASASI) 2021-09 Article PeerReviewed application/pdf en http://irep.iium.edu.my/106787/8/106782_Overall%20equipment%20utilisation%20%28OEU%29%20monitoring.pdf Abd Rahim, Siti Huda and Embong, Abd Halim (2021) Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi. Journal of Intergrated and Advanced Engineering, 1 (2). pp. 135-144. E-ISSN 2774-6.38 https://asasijournal.id/index.php/jiae/article/view/26/28 https://doi.org/10.51662/jiae.v1i2.26
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TS155 Production management
spellingShingle TS155 Production management
Abd Rahim, Siti Huda
Embong, Abd Halim
Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi
description Abstract Overall Equipment Utilisation (OEU) plays an important role as a benchmark for manufacturing companies to determine each machine's efficiency. Currently, there is no proper OEU measurement system in legacy machines and only relies on human observation. This project aims to develop a measurement of OEU system by using Optical Character Recognition (OCR). An efficient Optical Character Recognition (OCR) algorithm is needed to have a high percentage of recognition rate. The outcome of this project will be a Graphical User Interface (GUI) that display real-time OEU monitoring and remote quality check for legacy machines. Pytesseract-OCR Version 4 classifier using the Recurrent Neural Network (RNN) method has been proposed in this paper. Furthermore, an error detection feature is designed from OCR output.
format Article
author Abd Rahim, Siti Huda
Embong, Abd Halim
author_facet Abd Rahim, Siti Huda
Embong, Abd Halim
author_sort Abd Rahim, Siti Huda
title Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi
title_short Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi
title_full Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi
title_fullStr Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi
title_full_unstemmed Overall equipment utilisation (OEU) monitoring and remote quality check in legacy machine with raspberry pi
title_sort overall equipment utilisation (oeu) monitoring and remote quality check in legacy machine with raspberry pi
publisher Asosiasi Staf Akademik Perguruan Tinggi Seluruh Indonesia (ASASI)
publishDate 2021
url http://irep.iium.edu.my/106787/8/106782_Overall%20equipment%20utilisation%20%28OEU%29%20monitoring.pdf
http://irep.iium.edu.my/106787/
https://asasijournal.id/index.php/jiae/article/view/26/28
https://doi.org/10.51662/jiae.v1i2.26
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score 13.211869

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