Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil

Crude palm kernel oil (CPKO) was converted into its free fatty acids (FFAs) via alkaline hydrolysis. The reaction optimization was performed using Response Surface Methodology (RSM) through D-optimal design to optimize the conducted hydrolysis parameters. The optimization parameters were varied from...

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Main Authors: Murad Bahadi,, Mohamad Firdaus Yusoff,, Jumat Salimon,, Darfizzi Derawi,
Format: Article
Language:English
Published: Penerbit Universiti Kebangsaan Malaysia 2020
Online Access:http://journalarticle.ukm.my/14728/1/ARTIKEL%204.pdf
http://journalarticle.ukm.my/14728/
http://www.ukm.my/jsm/malay_journals/jilid49bil1_2020/KandunganJilid49Bil1_2020.html
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spelling my-ukm.journal.147282020-06-12T04:44:00Z http://journalarticle.ukm.my/14728/ Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil Murad Bahadi, Mohamad Firdaus Yusoff, Jumat Salimon, Darfizzi Derawi, Crude palm kernel oil (CPKO) was converted into its free fatty acids (FFAs) via alkaline hydrolysis. The reaction optimization was performed using Response Surface Methodology (RSM) through D-optimal design to optimize the conducted hydrolysis parameters. The optimization parameters were varied from 1.5 to 2.5 h of reaction time, 50-70°C of reaction temperature, and ethanolic KOH concentration 1-2 M. The highest percentage of free fatty acids was 98 ± 0.7 % with a percentage fatty acid yield of 84.7 ± 0.6 % under optimal conditions, which were 2.16 h of reaction time, 1.77 M ethanolic KOH concentration, and 70°C reaction temperature. High-temperature Capillary Column Gas Chromatography (GC-FID) and Nuclear Magnetic Resonance-Fourier Transform Infrared Spectroscopy (NMR-FTIR) were employed to characterize the product. The physicochemical properties of fatty acids were also tested. The acid value, iodine value, and hydroxyl value of the fatty acids obtained were 275.4 ± 0.7 mg NaOH/g, 21.8 ± 0.2 g I2 / 100 g, and 168.2 ± 0.1 mg KOH/g, respectively. Penerbit Universiti Kebangsaan Malaysia 2020-01 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/14728/1/ARTIKEL%204.pdf Murad Bahadi, and Mohamad Firdaus Yusoff, and Jumat Salimon, and Darfizzi Derawi, (2020) Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil. Sains Malaysiana, 49 (1). pp. 29-41. ISSN 0126-6039 http://www.ukm.my/jsm/malay_journals/jilid49bil1_2020/KandunganJilid49Bil1_2020.html
institution Universiti Kebangsaan Malaysia
building Tun Sri Lanang Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Kebangsaan Malaysia
content_source UKM Journal Article Repository
url_provider http://journalarticle.ukm.my/
language English
description Crude palm kernel oil (CPKO) was converted into its free fatty acids (FFAs) via alkaline hydrolysis. The reaction optimization was performed using Response Surface Methodology (RSM) through D-optimal design to optimize the conducted hydrolysis parameters. The optimization parameters were varied from 1.5 to 2.5 h of reaction time, 50-70°C of reaction temperature, and ethanolic KOH concentration 1-2 M. The highest percentage of free fatty acids was 98 ± 0.7 % with a percentage fatty acid yield of 84.7 ± 0.6 % under optimal conditions, which were 2.16 h of reaction time, 1.77 M ethanolic KOH concentration, and 70°C reaction temperature. High-temperature Capillary Column Gas Chromatography (GC-FID) and Nuclear Magnetic Resonance-Fourier Transform Infrared Spectroscopy (NMR-FTIR) were employed to characterize the product. The physicochemical properties of fatty acids were also tested. The acid value, iodine value, and hydroxyl value of the fatty acids obtained were 275.4 ± 0.7 mg NaOH/g, 21.8 ± 0.2 g I2 / 100 g, and 168.2 ± 0.1 mg KOH/g, respectively.
format Article
author Murad Bahadi,
Mohamad Firdaus Yusoff,
Jumat Salimon,
Darfizzi Derawi,
spellingShingle Murad Bahadi,
Mohamad Firdaus Yusoff,
Jumat Salimon,
Darfizzi Derawi,
Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil
author_facet Murad Bahadi,
Mohamad Firdaus Yusoff,
Jumat Salimon,
Darfizzi Derawi,
author_sort Murad Bahadi,
title Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil
title_short Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil
title_full Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil
title_fullStr Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil
title_full_unstemmed Optimization of response surface methodology by D-optimal design for alkaline hydrolysis of crude palm kernel oil
title_sort optimization of response surface methodology by d-optimal design for alkaline hydrolysis of crude palm kernel oil
publisher Penerbit Universiti Kebangsaan Malaysia
publishDate 2020
url http://journalarticle.ukm.my/14728/1/ARTIKEL%204.pdf
http://journalarticle.ukm.my/14728/
http://www.ukm.my/jsm/malay_journals/jilid49bil1_2020/KandunganJilid49Bil1_2020.html
_version_ 1671340596604698624
score 13.211869