Madzhi, Nina Korlina and Ismail, Faridatul Aima and Abdullah, Noor Ezan
(2018)
Near infrared sensing for RRIM clone series classification utilizing optical sensing technique / Nina Korlina Madzhi, Faridatul Aima Ismail and Noor Ezan Abdullah.
e-Academia Journal, 8.
pp. 125-131.
ISSN 2289 - 6589
Official URL: https://e-ajuitmct.uitm.edu.my/v3/
Abstract
This paper focuses on the classification of the selected RRIM 2000 and 3000 clone series based on optical sensing technique. The Near-IR was used as sensing element in order to measure the latex from the top surface that read by photodiode which received the reflected light from the sensor via reflectance index in term of voltage. The raw obtained data was used as input parameter for ANN tool which supervised by scaled gradient backpropagation and the performance was optimized at 25 neurons with 74.4% accuracy.
Metadata
Item Type: | Article |
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Creators: | Creators Email / ID Num. Madzhi, Nina Korlina nina6875@yahoo.com Ismail, Faridatul Aima UNSPECIFIED Abdullah, Noor Ezan UNSPECIFIED |
Subjects: | T Technology > TS Manufactures > Rubber industry |
Divisions: | Universiti Teknologi MARA, Terengganu > Dungun Campus |
Journal or Publication Title: | e-Academia Journal |
UiTM Journal Collections: | UiTM Journal > e-Academia Journal (e-AJ) |
ISSN: | 2289 - 6589 |
Volume: | 8 |
Page Range: | pp. 125-131 |
Keywords: | RRIM clone series, latex, NIR, ANN, GUI. |
Date: | 2018 |
URI: | https://ir.uitm.edu.my/id/eprint/87041 |