Analysis for soluble solid contents in pineapples using NIR spectroscopy

This research investigates the use of predictive models and a low cost spectroscopy in non-invasive Soluble Solids Content (SSC) assessment. The challenge is to model complex and high-dimensional spectral data. Results indicate that the SSC prediction of pineapples harvested on different days using...

Full description

Saved in:
Bibliographic Details
Main Authors: Abdul Rahim, Herlina, Seng, Chia Kim, Abdul Rahim, Ruzairi
Format: Article
Language:English
Published: Penerbit UTM 2014
Subjects:
Online Access:http://eprints.utm.my/id/eprint/51824/1/HerlinaAbdulRahim2014_Analysisforsolublesolidcontents.pdf
http://eprints.utm.my/id/eprint/51824/
http://dx.doi.org/10.11113/jt.v69.3288
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.51824
record_format eprints
spelling my.utm.518242018-08-27T03:24:38Z http://eprints.utm.my/id/eprint/51824/ Analysis for soluble solid contents in pineapples using NIR spectroscopy Abdul Rahim, Herlina Seng, Chia Kim Abdul Rahim, Ruzairi TK Electrical engineering. Electronics Nuclear engineering This research investigates the use of predictive models and a low cost spectroscopy in non-invasive Soluble Solids Content (SSC) assessment. The challenge is to model complex and high-dimensional spectral data. Results indicate that the SSC prediction of pineapples harvested on different days using the proposed approach is promising. The second study evaluates common pre-processing practices. Findings indicate that the best accuracy would be achieved when visible spectrum was excluded, second order Savitzky-Golay derivative with the optimal filter length was used, and the absorbance transformation was avoided Penerbit UTM 2014 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/51824/1/HerlinaAbdulRahim2014_Analysisforsolublesolidcontents.pdf Abdul Rahim, Herlina and Seng, Chia Kim and Abdul Rahim, Ruzairi (2014) Analysis for soluble solid contents in pineapples using NIR spectroscopy. Jurnal Teknologi (Sciences and Engineering), 69 (8). pp. 7-11. ISSN 0127-9696 http://dx.doi.org/10.11113/jt.v69.3288
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/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Abdul Rahim, Herlina
Seng, Chia Kim
Abdul Rahim, Ruzairi
Analysis for soluble solid contents in pineapples using NIR spectroscopy
description This research investigates the use of predictive models and a low cost spectroscopy in non-invasive Soluble Solids Content (SSC) assessment. The challenge is to model complex and high-dimensional spectral data. Results indicate that the SSC prediction of pineapples harvested on different days using the proposed approach is promising. The second study evaluates common pre-processing practices. Findings indicate that the best accuracy would be achieved when visible spectrum was excluded, second order Savitzky-Golay derivative with the optimal filter length was used, and the absorbance transformation was avoided
format Article
author Abdul Rahim, Herlina
Seng, Chia Kim
Abdul Rahim, Ruzairi
author_facet Abdul Rahim, Herlina
Seng, Chia Kim
Abdul Rahim, Ruzairi
author_sort Abdul Rahim, Herlina
title Analysis for soluble solid contents in pineapples using NIR spectroscopy
title_short Analysis for soluble solid contents in pineapples using NIR spectroscopy
title_full Analysis for soluble solid contents in pineapples using NIR spectroscopy
title_fullStr Analysis for soluble solid contents in pineapples using NIR spectroscopy
title_full_unstemmed Analysis for soluble solid contents in pineapples using NIR spectroscopy
title_sort analysis for soluble solid contents in pineapples using nir spectroscopy
publisher Penerbit UTM
publishDate 2014
url http://eprints.utm.my/id/eprint/51824/1/HerlinaAbdulRahim2014_Analysisforsolublesolidcontents.pdf
http://eprints.utm.my/id/eprint/51824/
http://dx.doi.org/10.11113/jt.v69.3288
_version_ 1643653071333490688