Open AccessEvaluation comparison of wave amount measurement results in brass-plated tire steel cord using RMSE and cosine similarity
Author(s) -
April Lia Hananto,
Sarina Sulaiman,
Sigit Widiyanto,
Aviv Yuniar Rahman
Publication year - 2021
Publication title -
indonesian journal of electrical engineering and computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.241
H-Index - 17
eISSN - 2502-4760
pISSN - 2502-4752
DOI - 10.11591/ijeecs.v22.i1.pp207-214
Subject(s) - mean squared error , cosine similarity , brass , similarity (geometry) , discrete cosine transform , mathematics , mean value , statistics , computer science , materials science , artificial intelligence , metallurgy , cluster analysis , copper , image (mathematics)
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.