Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika

<p>Activated carbon is widely used as an adsorbent in gas purification, refining pulp, and also for the purification of food products, among others, oil purification, refining cane sugar, beet sugar, corn sugar, eliminate the taste and odor of drinking water. Carbon active can be derived from...

Full description

Bibliographic Details
Main Authors: Yusraini Dian Inayati Siregar, Rudy Heryanto, Nur Lela, Tri Heny Lestari
Format: Article
Language:Indonesian
Published: Syarif Hidayatullah Jakarta State Islamic University 2016-08-01
Series:Jurnal Kimia Valensi
Subjects:
PCA
Online Access:http://journal.uinjkt.ac.id/index.php/valensi/article/view/3146
id doaj-5e61c6d32a084911b6cf439452561c51
record_format Article
spelling doaj-5e61c6d32a084911b6cf439452561c512020-11-24T22:32:55ZindSyarif Hidayatullah Jakarta State Islamic UniversityJurnal Kimia Valensi2460-60652548-30132016-08-010010311610.15408/jkv.v0i0.31462719Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis KemometrikaYusraini Dian Inayati Siregar0Rudy Heryanto1Nur Lela2Tri Heny Lestari3Program Studi Kimia Fakultas Sains dan Teknologi Universitas Islam Negeri Syarif Hidayatullah JakartaPusat Studi Biofarmaka Institut Pertanian BogorProgram Studi Kimia Fakultas Sains dan Teknologi UIN Syarif Hidayatulla JakartaProgram studi Kimia Fakultas Sains dan Teknologi UIN Syarif Hidayatullah Jakarta<p>Activated carbon is widely used as an adsorbent in gas purification, refining pulp, and also for the purification of food products, among others, oil purification, refining cane sugar, beet sugar, corn sugar, eliminate the taste and odor of drinking water. Carbon active can be derived from plant and animal bone. This study aims to analyze the differences in spectral profile of activated carbon from plants and animal bones by using FTIR. The data combined with the results of FTIR analysis chemometrics to classify and categorize the data, so it is clear where the activated carbon from plants and animal bones. FTIR analysis methods combined with chemometrics analysis through modeling PCA (Principal Component Analysis) and PLS-DA (Partial Least Squares-Discriminant Analysis) is able to distinguish between activated carbon derived from plants (coconut shell) and animal bones (beef and pork). PCA with total diversity of 89% were able to classify the samples of activated carbon plant and animal bones. PLSDA models successfully predicted the test sample is based on a sample group of activated carbon raw material. Manufacture of activated carbon predictive models with PLS calibration generates R<sup>2</sup>, R<sup>2</sup> predictions, RMSEC, and RMSEP respectively by 0.9787389, 0.9662152, 0.0687364 and 0.0928362. The results showed that FTIR spectra and can be used to distinguish chemometrics activated carbon derived from plant and animal bones</p><p><strong><em>DOI :</em></strong><em><a href="http://dx.doi.org/10.15408/jkv.v0i0.3146">http://dx.doi.org/10.15408/jkv.v0i0.3146</a>.</em></p> <h1><em> </em></h1> <h1><em> </em></h1>http://journal.uinjkt.ac.id/index.php/valensi/article/view/3146FTIRactivated carbonchemometricsanimal bonesPCAPLS-DA
collection DOAJ
language Indonesian
format Article
sources DOAJ
author Yusraini Dian Inayati Siregar
Rudy Heryanto
Nur Lela
Tri Heny Lestari
spellingShingle Yusraini Dian Inayati Siregar
Rudy Heryanto
Nur Lela
Tri Heny Lestari
Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika
Jurnal Kimia Valensi
FTIR
activated carbon
chemometrics
animal bones
PCA
PLS-DA
author_facet Yusraini Dian Inayati Siregar
Rudy Heryanto
Nur Lela
Tri Heny Lestari
author_sort Yusraini Dian Inayati Siregar
title Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika
title_short Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika
title_full Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika
title_fullStr Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika
title_full_unstemmed Karakterisasi Karbon Aktif Asal Tumbuhan dan Tulang Hewan Menggunakan FTIR dan Analisis Kemometrika
title_sort karakterisasi karbon aktif asal tumbuhan dan tulang hewan menggunakan ftir dan analisis kemometrika
publisher Syarif Hidayatullah Jakarta State Islamic University
series Jurnal Kimia Valensi
issn 2460-6065
2548-3013
publishDate 2016-08-01
description <p>Activated carbon is widely used as an adsorbent in gas purification, refining pulp, and also for the purification of food products, among others, oil purification, refining cane sugar, beet sugar, corn sugar, eliminate the taste and odor of drinking water. Carbon active can be derived from plant and animal bone. This study aims to analyze the differences in spectral profile of activated carbon from plants and animal bones by using FTIR. The data combined with the results of FTIR analysis chemometrics to classify and categorize the data, so it is clear where the activated carbon from plants and animal bones. FTIR analysis methods combined with chemometrics analysis through modeling PCA (Principal Component Analysis) and PLS-DA (Partial Least Squares-Discriminant Analysis) is able to distinguish between activated carbon derived from plants (coconut shell) and animal bones (beef and pork). PCA with total diversity of 89% were able to classify the samples of activated carbon plant and animal bones. PLSDA models successfully predicted the test sample is based on a sample group of activated carbon raw material. Manufacture of activated carbon predictive models with PLS calibration generates R<sup>2</sup>, R<sup>2</sup> predictions, RMSEC, and RMSEP respectively by 0.9787389, 0.9662152, 0.0687364 and 0.0928362. The results showed that FTIR spectra and can be used to distinguish chemometrics activated carbon derived from plant and animal bones</p><p><strong><em>DOI :</em></strong><em><a href="http://dx.doi.org/10.15408/jkv.v0i0.3146">http://dx.doi.org/10.15408/jkv.v0i0.3146</a>.</em></p> <h1><em> </em></h1> <h1><em> </em></h1>
topic FTIR
activated carbon
chemometrics
animal bones
PCA
PLS-DA
url http://journal.uinjkt.ac.id/index.php/valensi/article/view/3146
work_keys_str_mv AT yusrainidianinayatisiregar karakterisasikarbonaktifasaltumbuhandantulanghewanmenggunakanftirdananalisiskemometrika
AT rudyheryanto karakterisasikarbonaktifasaltumbuhandantulanghewanmenggunakanftirdananalisiskemometrika
AT nurlela karakterisasikarbonaktifasaltumbuhandantulanghewanmenggunakanftirdananalisiskemometrika
AT trihenylestari karakterisasikarbonaktifasaltumbuhandantulanghewanmenggunakanftirdananalisiskemometrika
_version_ 1725731663069052928