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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Universitas Gadjah Mada
2018-06-01
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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 |
work_keys_str_mv |
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