The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction

This study was designed to determine the optimum conditions on catfish bone calcium extraction through Response Surface Methodology (RSM) which used factorial design and 13 treatments. Tests were used to know the influence of independent variables (solvents concentrations and treatment time) on the...

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Main Authors: Susana Endah Ratnawati, Nurfitri Ekantari, Rizky Wana Pradipta, B L Paramita
Format: Article
Language:Indonesian
Published: Universitas Gadjah Mada 2018-06-01
Series:Jurnal Perikanan Universitas Gadjah Mada
Subjects:
hcl
Online Access:https://jurnal.ugm.ac.id/jfs/article/view/35663
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spelling doaj-6c0f29388c2c440996c4cef707da6f022020-11-25T01:16:33ZindUniversitas Gadjah MadaJurnal Perikanan Universitas Gadjah Mada0853-63842502-50662018-06-01201414810.22146/jfs.3566321356The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium ExtractionSusana Endah Ratnawati0Nurfitri Ekantari1Rizky Wana Pradipta2B L Paramita3Department of Fisheries, Faculty of Agriculture, Universitas Gadjah Mada. YogyakartaDepartment of Fisheries, Faculty of Agriculture, Universitas Gadjah Mada. YogyakartaDepartment of Fisheries, Faculty of Agriculture, Universitas Gadjah Mada. YogyakartaDepartment of Fisheries, Faculty of Agriculture, Universitas Gadjah Mada. YogyakartaThis study was designed to determine the optimum conditions on catfish bone calcium extraction through Response Surface Methodology (RSM) which used factorial design and 13 treatments. Tests were used to know the influence of independent variables (solvents concentrations and treatment time) on the calcium content of bone flour. As a result, linear models were used as response prediction. Maximum response was obtained by calcium extraction using 5% NaOH during 30 minutes or 11.64% HCl within 58 minutes. It is shown that calcium content were 15.74-17.46% with more than 87.5% accuracy level. Calcium extraction using 5% NaOH during 30 minutes produced flour which has Ca/P ratio 3:1, maximum yield and whiteness level. Low protein and moisture content might result in the long shelf life of catfish bone flour.https://jurnal.ugm.ac.id/jfs/article/view/35663hclcalciumnaohresponse surface methodologycatfish bone
collection DOAJ
language Indonesian
format Article
sources DOAJ
author Susana Endah Ratnawati
Nurfitri Ekantari
Rizky Wana Pradipta
B L Paramita
spellingShingle Susana Endah Ratnawati
Nurfitri Ekantari
Rizky Wana Pradipta
B L Paramita
The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction
Jurnal Perikanan Universitas Gadjah Mada
hcl
calcium
naoh
response surface methodology
catfish bone
author_facet Susana Endah Ratnawati
Nurfitri Ekantari
Rizky Wana Pradipta
B L Paramita
author_sort Susana Endah Ratnawati
title The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction
title_short The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction
title_full The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction
title_fullStr The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction
title_full_unstemmed The Application of Response Surface Methodology (RSM) on the Optimization of Catfish Bone Calcium Extraction
title_sort application of response surface methodology (rsm) on the optimization of catfish bone calcium extraction
publisher Universitas Gadjah Mada
series Jurnal Perikanan Universitas Gadjah Mada
issn 0853-6384
2502-5066
publishDate 2018-06-01
description This study was designed to determine the optimum conditions on catfish bone calcium extraction through Response Surface Methodology (RSM) which used factorial design and 13 treatments. Tests were used to know the influence of independent variables (solvents concentrations and treatment time) on the calcium content of bone flour. As a result, linear models were used as response prediction. Maximum response was obtained by calcium extraction using 5% NaOH during 30 minutes or 11.64% HCl within 58 minutes. It is shown that calcium content were 15.74-17.46% with more than 87.5% accuracy level. Calcium extraction using 5% NaOH during 30 minutes produced flour which has Ca/P ratio 3:1, maximum yield and whiteness level. Low protein and moisture content might result in the long shelf life of catfish bone flour.
topic hcl
calcium
naoh
response surface methodology
catfish bone
url https://jurnal.ugm.ac.id/jfs/article/view/35663
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