Near infrared sensing for RRIM clone series classification utilizing optical sensing technique / Nina Korlina Madzhi, Faridatul Aima Ismail and Noor Ezan Abdullah

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

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
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
Edit Item
Edit Item

Download

[thumbnail of 87041.pdf] Text
87041.pdf

Download (741kB)

ID Number

87041

Indexing

Statistic

Statistic details