| Literature DB >> 22044685 |
Jumat Salimon1, Bashar Mudhaffar Abdullah, Nadia Salih.
Abstract
BACKGROUND: Fatty acids (FAs) are important as raw materials for the biotechnology industry. Existing methods of FAs production are based on chemical methods. In this study potassium hydroxide (KOH)-catalyzed reactions were utilized to hydrolysis Jatropha curcas seed oil.Entities:
Year: 2011 PMID: 22044685 PMCID: PMC3377924 DOI: 10.1186/1752-153X-5-67
Source DB: PubMed Journal: Chem Cent J ISSN: 1752-153X Impact factor: 4.215
Figure 1Hydrolysis reaction of .
D-optimal design optimization of J. curcas seed oil hydrolysis and response for FFA%.
| Coded independent variable levels | FFA, % (responses) | |||
|---|---|---|---|---|
| Ethanolic KOH (M, | Temperature (°C, | Time (h, | ||
| 1 | 2.00 | 50 | 1.5 | 97.1 |
| 2 | 2.00 | 70 | 2.5 | 102.4 |
| 3 | 1.00 | 50 | 1.5 | 53.9 |
| 4 | 1.00 | 60 | 2.0 | 64.6 |
| 5 | 2.00 | 50 | 2.5 | 97.5 |
| 6 | 1.75 | 65 | 2.0 | 102.2 |
| 7 | 2.00 | 50 | 2.5 | 99.1 |
| 8 | 1.00 | 50 | 2.5 | 60.8 |
| 9 | 1.00 | 70 | 2.5 | 77.1 |
| 10 | 1.50 | 60 | 2.5 | 97.4 |
| 11 | 1.00 | 50 | 2.5 | 67.9 |
| 12 | 2.00 | 60 | 1.5 | 100.3 |
| 13 | 1.00 | 50 | 1.5 | 55.1 |
| 14 | 1.00 | 70 | 1.5 | 70.0 |
| 15 | 1.50 | 50 | 2.0 | 96.72 |
| 16 | 2.00 | 70 | 1.5 | 100.4 |
| 17 | 1.00 | 70 | 2.5 | 72.4 |
| 18 | 1.50 | 70 | 1.5 | 99.2 |
Regression coefficients of the predicted quadratic polynomial model for response variables Y (FFA%).
| Variables | Coefficients ( |
|
| Notability |
|---|---|---|---|---|
| Intercept | 96.65 | 144.21 | 0.0001 | *** |
| Linear | ||||
| 17.28 | 889.81 | 0.0001 | *** | |
| 4.33 | 57.02 | 0.0001 | *** | |
| 1.91 | 9.52 | 0.0150 | ** | |
| Square | ||||
| -15.14 | 130.05 | 0.0001 | *** | |
| 0.37 | 0.085 | 0.7777 | ||
| 0.63 | 0.33 | 0.5838 | ||
| Interaction | ||||
| -3.48 | 30.63 | 0.0006 | *** | |
| -1.40 | 4.02 | 0.0800 | ||
| 0.11 | 0.023 | 0.8825 | ||
| 0.99 |
Notes: ** P < 0.05; *** P < 0.01. T: F test value
See Table 1 for a description of the abbreviations
Analysis of variance (ANOVA) of the response Y (FFA%) of the D-optimal design
| Source |
| Sum of squares | Mean square |
|
|
|---|---|---|---|---|---|
| Mean | 1 | 1.275E+005 | 1.274E+005 | ||
| Linear | 3 | 4921.05 | 1640.35 | 31.43 | 0.0001 |
| Square | 3 | 99.09 | 33.03 | 0.52 | 0.6756 |
| Interaction | 3 | 581.55 | 193.85 | 26.39 | 0.0002 |
| Lack-of-fit | 4 | 20.45 | 5.11 | 0.53 | 0.7205 |
| Pure error | 4 | 38.25 | 9.56 | ||
| Total | 18 | 1.330E+005 | 7389.78 |
Notes: Df: degree freedom (a); F-value: distribution (b); P-value: scale (c).
Figure 2Response surface (a) and contour plots (b) for the effect of the ethanolic KOH concentration (.
Figure 3Response surface (a) and contour plots (b) for the effect of the ethanolic KOH concentration (.
Figure 4Response surface (a) and contour plots (b) for the effect of the reaction temperature (.
Figure 5Predicated vs. actual plot of .
Fatty acid composition before and after J. curcas seed oil hydrolysis
| Fatty acids | FA% before hydrolysisa | FA% after hydrolysis 1.00Mb | FA% after hydrolysis 1.50Mc | FA% after hydrolysis 1.75Md |
|---|---|---|---|---|
| Palmitic | 13.19 | 13.55 | 13.06 | 13.07 |
| Palmitoleic | 0.40 | 0.64 | 0.56 | 0.55 |
| Stearic | 6.36 | 4.52 | 6.78 | 6.80 |
| Oleic | 43.32 | 43.94 | 43.97 | 43.03 |
| Linoleic | 36.70 | 37.32 | 36.46 | 36.51 |
Notes: J. curcas seed oil (a), hydrolysis at 70°C (b), (c) and (d)
Figure 6FTIR spectrum of .
The main wavelengths in the FTIR functional groups of J. curcas seed oil hydrolysis
| Wavelength of oila | Wavelength of 1.00Mb | Wavelength of 1.75Mc | Functional group |
|---|---|---|---|
| 3009 | 3009 | 3009 | C = C bending vibration (aliphatic) |
| 2927, 2855 | 2925, 2854 | 2924, 2854 | C-H stretching vibration (aliphatic) |
| 1746 | 1739 | - | C = O stretching vibration (ester) |
| - | 1711 | 1711 | C = O stretching vibration (carboxylic acid) |
| 1463 | 1464 | 1463 | C-H scissoring and bending for methylene |
| - | 1283 | 1285 | C-O stretching asymmetric (carboxylic acid) |
| 1163 | 1180 | - | C-O bending vibration (ester) |
| - | 937 | 918 | O-H bending vibration (carboxylic acid) |
| 722 | 722 | 722 | C-H group vibration (aliphatic) |
Notes: J. curcas seed oil (a), hydrolysis at 1.00 M of ethanolic KOH (b), hydrolysis at 1.75 M of ethanolic KOH (c).
Figure 7HPLC chromatogram of .
Figure 8HPLC chromatogram after hydrolysis of .
Figure 9HPLC chromatogram after hydrolysis of .
Figure 10HPLC chromatogram after hydrolysis of .
Independent variables and their levels for D-optimal design of the hydrolysis reaction
| Independent variables | Variable levels | |||
|---|---|---|---|---|
| -1 | 0 | 1 | ||
| KOH (M) | 1 | 1.5 | 2 | |
| Temperature (°C) | 50 | 60 | 70 | |
| Time (h) | 1.5 | 2 | 2.5 | |