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...
Saved in:
Main Authors: | , , |
---|---|
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 |