1 材料与方法
1.1 材料
1.2 方法
表1 响应面中心组合试验因素水平表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 |
1.3 数据处理
2 结果与分析
2.1 澳洲坚果仁组成成分测定结果
表2 澳洲坚果仁组成成分测定结果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 |
2.2 不同溶剂对澳洲坚果油提取率的影响
2.3 超声功率对提取得率的影响
2.4 超声时间对澳洲坚果油提取效果的影响
2.5 液料比对澳洲坚果油提取率的影响
2.6 超声波辅助提取澳洲坚果油工艺条件的优化
表3 响应面分析方案及实验结果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 |
表4 回归模型方差分析表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 |
Note: ** represents extremely significant difference(P<0.01), and * represents significant difference(P<0.05). The reliability of the model can be examined by variance analysis and correlation coefficient. | |
注:**表示极显著(P<0.01);*表示显著(P<0.05)。模型的可靠性可通过方差分析及相关系数来考察。 |
图5 超声时间和超声功率对澳洲坚果油提取率影响的响应曲面Fig. 5 Response surface of effect of ultrasonic time and ultrasonic power on extraction rate of macadamia oil |
图6 液料比和超声功率对澳洲坚果油提取率影响的响应曲面Fig. 6 Response surface of effect of liquid-material ratio and ultrasonic power on extraction rate of macadamia oil |
2.7 超声辅助提取工艺提取级数的确定
2.8 澳洲坚果油中脂肪酸含量检测结果
表5 澳洲坚果油脂肪酸组成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 |
2.9 澳洲坚果油理化性质分析
表6 澳洲坚果油与核桃油理化指标对比分析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 |
