Xinjiang Agricultural Sciences ›› 2022, Vol. 59 ›› Issue (4): 908-915.DOI: 10.6048/j.issn.1001-4330.2022.04.015
• Horticultural Special Local Products·Agricultural Product Processing Engineering • Previous Articles Next Articles
MA Yan1(), XU Mingqiang1, LI Xidi2, MENG Xintao1, ZOU Shuping1, ZHANG Ting1, ZHANG Qian1(
)
Received:
2021-10-05
Online:
2022-04-20
Published:
2022-04-24
Correspondence author:
ZHANG Qian
Supported by:
马燕1(), 许铭强1, 李喜弟2, 孟新涛1, 邹淑萍1, 张婷1, 张谦1(
)
通讯作者:
张谦
作者简介:
马燕(1984-),山东济南人,女,副研究员,博士,研究方向为农产品精深加工及副产物综合利用,(E-mail) mayan101314@sina.com
基金资助:
MA Yan, XU Mingqiang, LI Xidi, MENG Xintao, ZOU Shuping, ZHANG Ting, ZHANG Qian. Optimization of Preparation of Conjugated Linoleic Acid by Alkali Isomerization of Pepper Seed Oil by Response Surface Methodology and Its Oxidation Stability[J]. Xinjiang Agricultural Sciences, 2022, 59(4): 908-915.
马燕, 许铭强, 李喜弟, 孟新涛, 邹淑萍, 张婷, 张谦. 响应面法优化辣椒籽油碱异构化制备共轭亚油酸工艺及其氧化稳定性[J]. 新疆农业科学, 2022, 59(4): 908-915.
自变量 Independent variable | 编码值 Coded value | 编码水平 Coding level | ||
---|---|---|---|---|
-1 | 0 | 1 | ||
反应温度 Reaction temperature(℃) | X1 | 160 | 170 | 180 |
反应时间 Reaction time(h) | X2 | 3 | 4 | 5 |
碱油比 Alkali oil ratio | X3 | 0.5 | 0.3 | 0.1 |
溶油比 Solvent oil ratio | X4 | 1 | 1.5 | 2 |
Table 1 Factors and levels of response surface
自变量 Independent variable | 编码值 Coded value | 编码水平 Coding level | ||
---|---|---|---|---|
-1 | 0 | 1 | ||
反应温度 Reaction temperature(℃) | X1 | 160 | 170 | 180 |
反应时间 Reaction time(h) | X2 | 3 | 4 | 5 |
碱油比 Alkali oil ratio | X3 | 0.5 | 0.3 | 0.1 |
溶油比 Solvent oil ratio | X4 | 1 | 1.5 | 2 |
处理号 Run seque-nce | 反应温度 Reaction temperature(℃) | 反应时间 Eaction time(h) | 碱油比 Alkali oil ratio | 溶油比 Solvent oil ratio | 共轭转化率Y1 Conjugate conversiont rate Y1(%) |
---|---|---|---|---|---|
1 | 0 | 0 | -1 | 1 | 84.62 |
2 | 0 | 1 | 0 | 1 | 74.56 |
3 | -1 | 1 | 0 | 0 | 90.32 |
4 | 1 | 0 | 1 | 0 | 76.34 |
5 | 0 | -1 | 1 | 0 | 85.42 |
6 | -1 | 0 | 1 | 0 | 87.43 |
7 | -1 | 0 | -1 | 0 | 82.46 |
8 | 0 | 0 | 0 | 0 | 81.4 |
9 | 0 | -1 | -1 | 0 | 69.4 |
10 | -1 | -1 | 0 | 0 | 65.23 |
11 | -1 | 0 | 0 | 1 | 78.6 |
12 | 1 | -1 | 0 | 0 | 82.32 |
13 | 0 | 0 | 0 | 0 | 88.2 |
14 | 1 | 0 | 0 | -1 | 80.12 |
15 | 0 | 0 | 1 | -1 | 82.45 |
16 | 1 | 0 | 0 | 1 | 85.32 |
17 | 1 | 0 | -1 | 0 | 81.5 |
18 | 0 | -1 | 0 | 1 | 76.51 |
19 | 1 | 1 | 0 | 0 | 87.78 |
20 | 0 | 0 | -1 | -1 | 60.08 |
21 | -1 | 0 | 0 | -1 | 76.32 |
22 | 0 | 0 | 0 | 0 | 86.65 |
处理号 Run seque-nce | 反应温度 Reaction temperature(℃) | 反应时间 Eaction time(h) | 碱油比 Alkali oil ratio | 溶油比 Solvent oil ratio | 共轭转化率Y1 Conjugate conversiont rate Y1(%) |
23 | 0 | 0 | 1 | 1 | 78.96 |
24 | 0 | 1 | 0 | -1 | 81.34 |
25 | 0 | 1 | 1 | 0 | 79.6 |
26 | 0 | -1 | 0 | -1 | 60.4 |
27 | 0 | 0 | 0 | 0 | 87.46 |
28 | 0 | 1 | -1 | 0 | 83.52 |
29 | 0 | 0 | 0 | 0 | 86.44 |
Table 2 Optimize experimental designs and results
处理号 Run seque-nce | 反应温度 Reaction temperature(℃) | 反应时间 Eaction time(h) | 碱油比 Alkali oil ratio | 溶油比 Solvent oil ratio | 共轭转化率Y1 Conjugate conversiont rate Y1(%) |
---|---|---|---|---|---|
1 | 0 | 0 | -1 | 1 | 84.62 |
2 | 0 | 1 | 0 | 1 | 74.56 |
3 | -1 | 1 | 0 | 0 | 90.32 |
4 | 1 | 0 | 1 | 0 | 76.34 |
5 | 0 | -1 | 1 | 0 | 85.42 |
6 | -1 | 0 | 1 | 0 | 87.43 |
7 | -1 | 0 | -1 | 0 | 82.46 |
8 | 0 | 0 | 0 | 0 | 81.4 |
9 | 0 | -1 | -1 | 0 | 69.4 |
10 | -1 | -1 | 0 | 0 | 65.23 |
11 | -1 | 0 | 0 | 1 | 78.6 |
12 | 1 | -1 | 0 | 0 | 82.32 |
13 | 0 | 0 | 0 | 0 | 88.2 |
14 | 1 | 0 | 0 | -1 | 80.12 |
15 | 0 | 0 | 1 | -1 | 82.45 |
16 | 1 | 0 | 0 | 1 | 85.32 |
17 | 1 | 0 | -1 | 0 | 81.5 |
18 | 0 | -1 | 0 | 1 | 76.51 |
19 | 1 | 1 | 0 | 0 | 87.78 |
20 | 0 | 0 | -1 | -1 | 60.08 |
21 | -1 | 0 | 0 | -1 | 76.32 |
22 | 0 | 0 | 0 | 0 | 86.65 |
处理号 Run seque-nce | 反应温度 Reaction temperature(℃) | 反应时间 Eaction time(h) | 碱油比 Alkali oil ratio | 溶油比 Solvent oil ratio | 共轭转化率Y1 Conjugate conversiont rate Y1(%) |
23 | 0 | 0 | 1 | 1 | 78.96 |
24 | 0 | 1 | 0 | -1 | 81.34 |
25 | 0 | 1 | 1 | 0 | 79.6 |
26 | 0 | -1 | 0 | -1 | 60.4 |
27 | 0 | 0 | 0 | 0 | 87.46 |
28 | 0 | 1 | -1 | 0 | 83.52 |
29 | 0 | 0 | 0 | 0 | 86.44 |
变异来源 Source | 自由度 df | 平方和 Sum of Squares | 均方 Mean Square | F值 F-value | P P-value |
---|---|---|---|---|---|
模型Model | 14 | 1 450.24 | 103.590 | 5.20 | 0.002 0*** |
X1 | 1 | 14.13 | 14.13 | 0.709 3 | 0.413 8 |
X2 | 1 | 278.79 | 278.79 | 14.00 | 0.002 |
X3 | 1 | 68.26 | 68.26 | 3.43 | 0.085 3 |
X4 | 1 | 119.45 | 119.45 | 6.00 | 0.028 1* |
X1X2 | 1 | 96.33 | 96.33 | 4.84 | 0.045 2* |
X1X3 | 1 | 25.65 | 25.65 | 1.29 | 0.275 5 |
X1X4 | 1 | 2.13 | 2.13 | 0.107 0 | 0.748 4 |
X2X3 | 1 | 99.40 | 99.40 | 4.99 | 0.042 3* |
X2X4 | 1 | 130.99 | 130.99 | 6.58 | 0.022 5* |
X3X4 | 1 | 196.42 | 101.40 | 9.86 | 0.007 |
X12 | 1 | 0.034 1 | 0.034 1 | 0.001 7 | 0.967 6 |
X22 | 1 | 145.74 | 145.74 | 7.32 | 0.017 1* |
X32 | 1 | 51.49 | 51.49 | 2.59 | 0.130 2 |
X42 | 1 | 307.03 | 307.03 | 15.42 | 0.001 5*** |
残差误差Residual | 14 | 278.83 | 19.92 | 3.48 | 0.120 4 |
失拟Lack of Fit | 10 | 250.09 | 25.01 | ||
纯误差总和 Cor Total | 4 28 | 28.74 1 729.07 | 7.19 | ||
相关系数R2 | 0.838 7 | ||||
变异系数CV | 0.58 |
Table 3 Regression coefficients and significant test for quadratic polynomial model equation
变异来源 Source | 自由度 df | 平方和 Sum of Squares | 均方 Mean Square | F值 F-value | P P-value |
---|---|---|---|---|---|
模型Model | 14 | 1 450.24 | 103.590 | 5.20 | 0.002 0*** |
X1 | 1 | 14.13 | 14.13 | 0.709 3 | 0.413 8 |
X2 | 1 | 278.79 | 278.79 | 14.00 | 0.002 |
X3 | 1 | 68.26 | 68.26 | 3.43 | 0.085 3 |
X4 | 1 | 119.45 | 119.45 | 6.00 | 0.028 1* |
X1X2 | 1 | 96.33 | 96.33 | 4.84 | 0.045 2* |
X1X3 | 1 | 25.65 | 25.65 | 1.29 | 0.275 5 |
X1X4 | 1 | 2.13 | 2.13 | 0.107 0 | 0.748 4 |
X2X3 | 1 | 99.40 | 99.40 | 4.99 | 0.042 3* |
X2X4 | 1 | 130.99 | 130.99 | 6.58 | 0.022 5* |
X3X4 | 1 | 196.42 | 101.40 | 9.86 | 0.007 |
X12 | 1 | 0.034 1 | 0.034 1 | 0.001 7 | 0.967 6 |
X22 | 1 | 145.74 | 145.74 | 7.32 | 0.017 1* |
X32 | 1 | 51.49 | 51.49 | 2.59 | 0.130 2 |
X42 | 1 | 307.03 | 307.03 | 15.42 | 0.001 5*** |
残差误差Residual | 14 | 278.83 | 19.92 | 3.48 | 0.120 4 |
失拟Lack of Fit | 10 | 250.09 | 25.01 | ||
纯误差总和 Cor Total | 4 28 | 28.74 1 729.07 | 7.19 | ||
相关系数R2 | 0.838 7 | ||||
变异系数CV | 0.58 |
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