Chinese Journal of Tropical Crops ›› 2019, Vol. 40 ›› Issue (11): 2217-2226.DOI: 10.3969/j.issn.1000-2561.2019.11.017
• Agricultural Product Processing, Preservation, Storage, Analysis and Detection • Previous Articles Next Articles
TU Xinghao1,2,SUN Liqun3,TANG Jinghua1,ZHANG Ming1,SHUAI Xixiang1,CHEN Hong2,DU Liqing1,*()
Received:
2019-02-18
Revised:
2019-04-10
Online:
2019-11-25
Published:
2019-11-28
Contact:
Liqing DU
TU Xinghao,SUN Liqun,TANG Jinghua,ZHANG Ming,SHUAI Xixiang,CHEN Hong,DU Liqing. Optimization of Ultrasonic Assisted Extraction of Macadamia Oil and Its Physicochemical Properties[J]. Chinese Journal of Tropical Crops, 2019, 40(11): 2217-2226.
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因素Factor | 水平 Level | ||
---|---|---|---|
-1 | 0 | 1 | |
超声功率/W | 400 | 500 | 600 |
超声时间/min | 25 | 30 | 35 |
液料比/(mL?g-1) | 10 | 12 | 14 |
Tab. 1 Factors and levels for RSM
因素Factor | 水平 Level | ||
---|---|---|---|
-1 | 0 | 1 | |
超声功率/W | 400 | 500 | 600 |
超声时间/min | 25 | 30 | 35 |
液料比/(mL?g-1) | 10 | 12 | 14 |
组成成分Components | 含量Percentage/% |
---|---|
粗脂肪Crude fat | 73.69±1.21 |
粗蛋白Crude protein | 8.96±0.47 |
含水率Moisture content | 1.83±0.36 |
灰分Ash content | 0.81±0.13 |
总糖Total sugar | 2.45±0.57 |
可溶性淀粉Soluble starch | 2.91±0.64 |
Tab. 2 Determination the components of macadamia nut kernels
组成成分Components | 含量Percentage/% |
---|---|
粗脂肪Crude fat | 73.69±1.21 |
粗蛋白Crude protein | 8.96±0.47 |
含水率Moisture content | 1.83±0.36 |
灰分Ash content | 0.81±0.13 |
总糖Total sugar | 2.45±0.57 |
可溶性淀粉Soluble starch | 2.91±0.64 |
序号<BR/>Run | A超声功率 Ultrasonic power/W | B超声时间 Ultrasound time/min | C液料比 Solid-liquid rate/(mL?g-1) | 提取率Extraction rate/% | |
---|---|---|---|---|---|
实测值<BR/>Measured value | 预测值<BR/>Predicted value | ||||
1 | -1 | 1 | 0 | 53.9 | 53.6 |
2 | -1 | 0 | -1 | 48.9 | 48.3 |
3 | 0 | -1 | 1 | 65.5 | 65.5 |
4 | 0 | 1 | 1 | 67.3 | 67.8 |
5 | 0 | 0 | 0 | 68.1 | 68.2 |
6 | 1 | 0 | 1 | 65.8 | 65.5 |
7 | 0 | 0 | 0 | 68.3 | 68.2 |
8 | -1 | -1 | 0 | 51.2 | 51.1 |
9 | 1 | -1 | 0 | 65.2 | 65.5 |
10 | 1 | 1 | 0 | 67.4 | 67.2 |
11 | 0 | 0 | 0 | 68.2 | 68.2 |
12 | 0 | -1 | -1 | 55.2 | 54.9 |
13 | 1 | 0 | -1 | 64.1 | 64.3 |
14 | 0 | 0 | 0 | 68.3 | 68.2 |
15 | -1 | 0 | 1 | 55.6 | 55.7 |
16 | 0 | 0 | 0 | 68.6 | 68.2 |
17 | 0 | 1 | -1 | 65.5 | 65.3 |
Tab. 3 Box-Benhnken design matrix and experimental results
序号<BR/>Run | A超声功率 Ultrasonic power/W | B超声时间 Ultrasound time/min | C液料比 Solid-liquid rate/(mL?g-1) | 提取率Extraction rate/% | |
---|---|---|---|---|---|
实测值<BR/>Measured value | 预测值<BR/>Predicted value | ||||
1 | -1 | 1 | 0 | 53.9 | 53.6 |
2 | -1 | 0 | -1 | 48.9 | 48.3 |
3 | 0 | -1 | 1 | 65.5 | 65.5 |
4 | 0 | 1 | 1 | 67.3 | 67.8 |
5 | 0 | 0 | 0 | 68.1 | 68.2 |
6 | 1 | 0 | 1 | 65.8 | 65.5 |
7 | 0 | 0 | 0 | 68.3 | 68.2 |
8 | -1 | -1 | 0 | 51.2 | 51.1 |
9 | 1 | -1 | 0 | 65.2 | 65.5 |
10 | 1 | 1 | 0 | 67.4 | 67.2 |
11 | 0 | 0 | 0 | 68.2 | 68.2 |
12 | 0 | -1 | -1 | 55.2 | 54.9 |
13 | 1 | 0 | -1 | 64.1 | 64.3 |
14 | 0 | 0 | 0 | 68.3 | 68.2 |
15 | -1 | 0 | 1 | 55.6 | 55.7 |
16 | 0 | 0 | 0 | 68.6 | 68.2 |
17 | 0 | 1 | -1 | 65.5 | 65.3 |
变异来源<BR/>Sources of variation | 平方和<BR/>Sum of squares | 自由度<BR/>Degree of freedom | 均方<BR/>Mean square | F值<BR/>F-values | P值 P-values | 显著性 Significance |
---|---|---|---|---|---|---|
模型 | 731.51 | 9 | 81.28 | 64.05 | <0.0001 | ** |
A超声功率 | 349.80 | 1 | 349.80 | 275.67 | <0.0001 | ** |
B超声时间 | 36.13 | 1 | 36.13 | 28.47 | 0.0011 | ** |
C液料比 | 52.53 | 1 | 52.53 | 41.40 | 0.0004 | ** |
AB | 0.062 | 1 | 0.062 | 0.049 | 0.8307 | |
AC | 6.25 | 1 | 6.25 | 4.93 | 0.0619 | |
BC | 18.06 | 1 | 18.06 | 14.23 | 0.0170 | * |
A2 | 196.13 | 1 | 196.13 | 154.56 | <0.0001 | ** |
B2 | 17.69 | 1 | 17.69 | 13.94 | 0.0073 | ** |
C2 | 34.80 | 1 | 34.80 | 27.43 | 0.0012 | ** |
残差 | 8.88 | 7 | 1.27 | |||
失拟 | 8.74 | 3 | 2.91 | 83.26 | 0.1205 | |
纯误差 | 0.14 | 4 | 0.035 | |||
总和 | 740.40 | 16 |
Tab. 4 Significance test for regression coefficients of the fitted regression model
变异来源<BR/>Sources of variation | 平方和<BR/>Sum of squares | 自由度<BR/>Degree of freedom | 均方<BR/>Mean square | F值<BR/>F-values | P值 P-values | 显著性 Significance |
---|---|---|---|---|---|---|
模型 | 731.51 | 9 | 81.28 | 64.05 | <0.0001 | ** |
A超声功率 | 349.80 | 1 | 349.80 | 275.67 | <0.0001 | ** |
B超声时间 | 36.13 | 1 | 36.13 | 28.47 | 0.0011 | ** |
C液料比 | 52.53 | 1 | 52.53 | 41.40 | 0.0004 | ** |
AB | 0.062 | 1 | 0.062 | 0.049 | 0.8307 | |
AC | 6.25 | 1 | 6.25 | 4.93 | 0.0619 | |
BC | 18.06 | 1 | 18.06 | 14.23 | 0.0170 | * |
A2 | 196.13 | 1 | 196.13 | 154.56 | <0.0001 | ** |
B2 | 17.69 | 1 | 17.69 | 13.94 | 0.0073 | ** |
C2 | 34.80 | 1 | 34.80 | 27.43 | 0.0012 | ** |
残差 | 8.88 | 7 | 1.27 | |||
失拟 | 8.74 | 3 | 2.91 | 83.26 | 0.1205 | |
纯误差 | 0.14 | 4 | 0.035 | |||
总和 | 740.40 | 16 |
编号 No. | 保留时间 Retention time/min | 脂肪酸名称 Fatty acid name | 脂肪酸结构 Fatty acid structure | 相对百分含量 Relative percentage/% |
---|---|---|---|---|
1 | 3.139 | 肉豆蔻酸 | C14:0 | 0.34 |
2 | 4.373 | 棕榈酸 | C16:0 | 8.89 |
3 | 4.562 | 棕榈油酸 | C16:1 | 18.98 |
4 | 5.813 | 硬脂酸 | C18:0 | 3.16 |
5 | 5.999 | 油酸 | C18:1 | 60.50 |
6 | 6.293 | 亚油酸 | C18:2 | 1.90 |
7 | 7.520 | 花生酸 | C20:0 | 2.26 |
8 | 7.814 | 二十碳烯酸 | C20:1 | 2.41 |
9 | 10.226 | 山嵛酸 | C22:0 | 0.74 |
10 | 10.568 | 芥酸 | C22:1 | 0.17 |
11 | 14.162 | 木蜡酸 | C24:0 | 0.31 |
Tab. 5 Fatty acid composition of macadamia oil
编号 No. | 保留时间 Retention time/min | 脂肪酸名称 Fatty acid name | 脂肪酸结构 Fatty acid structure | 相对百分含量 Relative percentage/% |
---|---|---|---|---|
1 | 3.139 | 肉豆蔻酸 | C14:0 | 0.34 |
2 | 4.373 | 棕榈酸 | C16:0 | 8.89 |
3 | 4.562 | 棕榈油酸 | C16:1 | 18.98 |
4 | 5.813 | 硬脂酸 | C18:0 | 3.16 |
5 | 5.999 | 油酸 | C18:1 | 60.50 |
6 | 6.293 | 亚油酸 | C18:2 | 1.90 |
7 | 7.520 | 花生酸 | C20:0 | 2.26 |
8 | 7.814 | 二十碳烯酸 | C20:1 | 2.41 |
9 | 10.226 | 山嵛酸 | C22:0 | 0.74 |
10 | 10.568 | 芥酸 | C22:1 | 0.17 |
11 | 14.162 | 木蜡酸 | C24:0 | 0.31 |
指标 Index | 相对密度 Relative density/ (g?mL-1) | 酸值 Acid value/ (mg?g-1) | 碘值 Iodine value/ (g?100g-1) | 皂化值 Saponification value/ (mg?g-1) | 过氧化值 Peroxide value/ (mmol?kg-1) |
---|---|---|---|---|---|
超声提取坚果油 | 0.911 | 0.18 | 70.3 | 192.5 | 0.93 |
GB/T 22327-2008 | 0.902~0.929 | ≤0.6 | 140~174 | 183~197 | ≤6.0 |
Tab. 6 Comparative analysis of physicochemical indexes of macadamia oil and walnut oil
指标 Index | 相对密度 Relative density/ (g?mL-1) | 酸值 Acid value/ (mg?g-1) | 碘值 Iodine value/ (g?100g-1) | 皂化值 Saponification value/ (mg?g-1) | 过氧化值 Peroxide value/ (mmol?kg-1) |
---|---|---|---|---|---|
超声提取坚果油 | 0.911 | 0.18 | 70.3 | 192.5 | 0.93 |
GB/T 22327-2008 | 0.902~0.929 | ≤0.6 | 140~174 | 183~197 | ≤6.0 |
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