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Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity

In the production process, quality checking is very important, one of which is on the wire. In the process of making brass-coated steel tire straps sometimes produce quality goods not in accordance with the desired standard values. Checks that are carried out manually have low efficiency and quite h...

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Main Authors: Hananto, April Lia, Sulaiman, Sarina, Widiyanto, Sigit, Rahman, Aviv Yuniar
Format: Article
Published: Institute of Advanced Engineering and Science 2021
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/94104/
http://dx.doi.org/10.11591/ijeecs.v22.i1.pp207-214
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spelling my.utm.941042022-02-28T13:32:00Z http://eprints.utm.my/id/eprint/94104/ Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity Hananto, April Lia Sulaiman, Sarina Widiyanto, Sigit Rahman, Aviv Yuniar QA75 Electronic computers. Computer science In the production process, quality checking is very important, one of which is on the wire. In the process of making brass-coated steel tire straps sometimes produce quality goods not in accordance with the desired standard values. Checks that are carried out manually have low efficiency and quite high errors occur. So it is necessary to check by measuring the wavelength on the brass plated steel cord automatically. In this study, used 3 automatic measurement methods using 2 evaluations, namely RMSE and cosine similarity. The results showed the best measurement using RMSE with method 2. Whereas the worst method uses RMSE with method 1. The smallest RMSE value is 0.0098 and the largest RMSE is 0.0966. The lowest cosine similarity value is 0.1253, while the highest cosine similarity value is 0.2079. Institute of Advanced Engineering and Science 2021-04 Article PeerReviewed Hananto, April Lia and Sulaiman, Sarina and Widiyanto, Sigit and Rahman, Aviv Yuniar (2021) Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity. Indonesian Journal of Electrical Engineering and Computer Science, 22 (1). pp. 207-214. ISSN 2502-4752 http://dx.doi.org/10.11591/ijeecs.v22.i1.pp207-214 DOI:10.11591/ijeecs.v22.i1.pp207-214
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Hananto, April Lia
Sulaiman, Sarina
Widiyanto, Sigit
Rahman, Aviv Yuniar
Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
description In the production process, quality checking is very important, one of which is on the wire. In the process of making brass-coated steel tire straps sometimes produce quality goods not in accordance with the desired standard values. Checks that are carried out manually have low efficiency and quite high errors occur. So it is necessary to check by measuring the wavelength on the brass plated steel cord automatically. In this study, used 3 automatic measurement methods using 2 evaluations, namely RMSE and cosine similarity. The results showed the best measurement using RMSE with method 2. Whereas the worst method uses RMSE with method 1. The smallest RMSE value is 0.0098 and the largest RMSE is 0.0966. The lowest cosine similarity value is 0.1253, while the highest cosine similarity value is 0.2079.
format Article
author Hananto, April Lia
Sulaiman, Sarina
Widiyanto, Sigit
Rahman, Aviv Yuniar
author_facet Hananto, April Lia
Sulaiman, Sarina
Widiyanto, Sigit
Rahman, Aviv Yuniar
author_sort Hananto, April Lia
title Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
title_short Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
title_full Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
title_fullStr Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
title_full_unstemmed Evaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
title_sort evaluation comparison of wave amount measurement results in brass-plated tire steel cord using rmse and cosine similarity
publisher Institute of Advanced Engineering and Science
publishDate 2021
url http://eprints.utm.my/id/eprint/94104/
http://dx.doi.org/10.11591/ijeecs.v22.i1.pp207-214
_version_ 1726791481638780928
score 13.223943

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