Xinjiang Agricultural Sciences ›› 2022, Vol. 59 ›› Issue (3): 634-644.DOI: 10.6048/j.issn.1001-4330.2022.03.013
• Horticultural Special Local Products·Agricultural Product Processing • Previous Articles Next Articles
YANG Lu(), FAN Shaoli, LI Hong, CHENG Ping, ZHANG Zhigang
Received:
2021-07-10
Online:
2022-03-20
Published:
2022-03-28
Correspondence author:
YANG Lu
Supported by:
通讯作者:
杨璐
作者简介:
杨璐(1985-),女,副研究员,硕士,研究方向为植物资源化学与生物活性物质,(E-mail) lycszx_article@163.com
基金资助:
CLC Number:
YANG Lu, FAN Shaoli, LI Hong, CHENG Ping, ZHANG Zhigang. Optimization of Chief Fermentation Process and Quality Evaluation of Mulberry Wine Based on Response Surface Method[J]. Xinjiang Agricultural Sciences, 2022, 59(3): 634-644.
杨璐, 范少丽, 李宏, 程平, 张志刚. 基于响应面法优化桑葚果酒主发酵工艺及其品质评价[J]. 新疆农业科学, 2022, 59(3): 634-644.
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URL: http://www.xjnykx.com/EN/10.6048/j.issn.1001-4330.2022.03.013
水平编码 Horizontal coding | A | B | C |
---|---|---|---|
发酵温度 Fermentation temperature (℃) | 酵母浓度 Yeast concentration (g/kg) | SO2添加量 SO2 addition (mg/kg) | |
-1 | 16~18 | 0.1 | 30 |
0 | 20~22 | 0.2 | 50 |
1 | 24~26 | 0.3 | 80 |
Table 1 factors of box-behnken scheme design and horizontal coding
水平编码 Horizontal coding | A | B | C |
---|---|---|---|
发酵温度 Fermentation temperature (℃) | 酵母浓度 Yeast concentration (g/kg) | SO2添加量 SO2 addition (mg/kg) | |
-1 | 16~18 | 0.1 | 30 |
0 | 20~22 | 0.2 | 50 |
1 | 24~26 | 0.3 | 80 |
升温速率 Heating rate (℃/min) | 温度 Temperature (℃) | 保持时间 Holding time (min) |
---|---|---|
/ | 50 | 2 |
5 | 120 | 2 |
6 | 250 | 10 |
Table 2 Chromatographic conditions: heating procedure
升温速率 Heating rate (℃/min) | 温度 Temperature (℃) | 保持时间 Holding time (min) |
---|---|---|
/ | 50 | 2 |
5 | 120 | 2 |
6 | 250 | 10 |
Fig.1 Effect of yeast varieties on the alcohol content, pH value, reducing sugar, residual sugar content, total acid of mulberry wine Note: There are significant differences in the expression of different lowercase letters (P < 0.05), the same as below
序号 No. | A酵母浓度 Yeast concentration (g/kg) | B发酵温度 Fermentation temperature(℃) | CSO2添加量 SO2 dosage (mg/kg) | 酒精度 Alcohol content (%vol) |
---|---|---|---|---|
1 | -1 | 0 | -1 | 10.2 |
2 | 1 | 0 | 1 | 10.9 |
3 | 1 | -1 | 0 | 9.8 |
4 | -1 | 1 | 0 | 10.6 |
5 | 0 | 0 | 0 | 11.2 |
6 | 0 | -1 | 1 | 10.3 |
7 | 0 | 0 | 0 | 11.4 |
8 | 0 | 1 | 1 | 11.1 |
9 | 1 | 0 | -1 | 10.7 |
10 | -1 | -1 | 0 | 9.6 |
11 | 0 | 1 | -1 | 11.5 |
12 | -1 | 0 | 1 | 11.5 |
13 | 0 | 0 | 0 | 11.2 |
14 | 0 | 0 | 0 | 11.3 |
15 | 1 | 1 | 0 | 11.0 |
16 | 0 | -1 | -1 | 9.8 |
17 | 0 | 0 | 0 | 11.3 |
Table 3 Design and results of response interview experiments
序号 No. | A酵母浓度 Yeast concentration (g/kg) | B发酵温度 Fermentation temperature(℃) | CSO2添加量 SO2 dosage (mg/kg) | 酒精度 Alcohol content (%vol) |
---|---|---|---|---|
1 | -1 | 0 | -1 | 10.2 |
2 | 1 | 0 | 1 | 10.9 |
3 | 1 | -1 | 0 | 9.8 |
4 | -1 | 1 | 0 | 10.6 |
5 | 0 | 0 | 0 | 11.2 |
6 | 0 | -1 | 1 | 10.3 |
7 | 0 | 0 | 0 | 11.4 |
8 | 0 | 1 | 1 | 11.1 |
9 | 1 | 0 | -1 | 10.7 |
10 | -1 | -1 | 0 | 9.6 |
11 | 0 | 1 | -1 | 11.5 |
12 | -1 | 0 | 1 | 11.5 |
13 | 0 | 0 | 0 | 11.2 |
14 | 0 | 0 | 0 | 11.3 |
15 | 1 | 1 | 0 | 11.0 |
16 | 0 | -1 | -1 | 9.8 |
17 | 0 | 0 | 0 | 11.3 |
方差来源 | 平方和 | 自由度 | 均方 | F值 | P值 | 显著性 |
---|---|---|---|---|---|---|
模型 Model | 6.05 | 9 | 0.67 | 13.62 | 0.001 2 | |
A-酵母浓度Yeast concentration | 0.031 | 1 | 0.031 | 0.63 | 0.452 3 | |
B-发酵温度Fermentation temperature | 2.76 | 1 | 2.76 | 55.94 | 0.000 1 | |
C-SO2添加量Content of SO2 | 0.32 | 1 | 0.32 | 6.48 | 0.038 3 | * |
AB | 1.00E-02 | 1 | 1.00E-02 | 0.2 | 0.666 2 | |
AC | 0.3 | 1 | 0.3 | 6.13 | 0.042 5 | * |
BC | 0.2 | 1 | 0.2 | 4.1 | 0.082 5 | |
A^2 | 0.82 | 1 | 0.82 | 16.52 | 0.004 8 | |
B^2 | 1.47 | 1 | 1.47 | 29.7 | 0.001 | |
C^2 | 9.47E-04 | 1 | 9.47E-04 | 0.019 | 0.893 7 | |
残差 Residual | 0.35 | 7 | 0.049 | |||
失拟项 Lack of Fit | 0.32 | 3 | 0.11 | 15.12 | 0.012 | * |
纯误差Pure Error | 0.028 | 4 | 7.00E-03 | |||
总和Cor Total | 6.4 | 16 |
Table 4 Experimental results regression model variance analysis
方差来源 | 平方和 | 自由度 | 均方 | F值 | P值 | 显著性 |
---|---|---|---|---|---|---|
模型 Model | 6.05 | 9 | 0.67 | 13.62 | 0.001 2 | |
A-酵母浓度Yeast concentration | 0.031 | 1 | 0.031 | 0.63 | 0.452 3 | |
B-发酵温度Fermentation temperature | 2.76 | 1 | 2.76 | 55.94 | 0.000 1 | |
C-SO2添加量Content of SO2 | 0.32 | 1 | 0.32 | 6.48 | 0.038 3 | * |
AB | 1.00E-02 | 1 | 1.00E-02 | 0.2 | 0.666 2 | |
AC | 0.3 | 1 | 0.3 | 6.13 | 0.042 5 | * |
BC | 0.2 | 1 | 0.2 | 4.1 | 0.082 5 | |
A^2 | 0.82 | 1 | 0.82 | 16.52 | 0.004 8 | |
B^2 | 1.47 | 1 | 1.47 | 29.7 | 0.001 | |
C^2 | 9.47E-04 | 1 | 9.47E-04 | 0.019 | 0.893 7 | |
残差 Residual | 0.35 | 7 | 0.049 | |||
失拟项 Lack of Fit | 0.32 | 3 | 0.11 | 15.12 | 0.012 | * |
纯误差Pure Error | 0.028 | 4 | 7.00E-03 | |||
总和Cor Total | 6.4 | 16 |
序号 No. | 香气化合物 Aroma compounds | 保留时间 Retention time (min) | 含量 Content (%) | 气味描述 Odor description |
---|---|---|---|---|
A | 酯类 | |||
1 | 己酸乙酯 | 9.311 | 8.483 | 果香、草莓香[ |
2 | 琥珀酸氢乙酯 | 14.350 | 0.477 | / |
3 | 丁二酸二乙酯 | 14.678 | 4.786 | / |
4 | 辛酸乙酯 | 15.185 | 9.659 | 果香、奶油味[ |
5 | 甘油1,2-二乙酸酯 | 16.436 | 0.343 | / |
6 | 苯乙酸乙酯 | 16.488 | 0.304 | 蜂蜜香[ |
7 | 乙酸苯乙酯 | 16.835 | 0.459 | 玫瑰、茉莉花香[ |
8 | 壬酸乙酯 | 17.963 | 0.602 | 酒心巧克力香味 |
9 | 苯丙酸乙酯 | 19.417 | 8.291 | 草莓香、奶酪味[ |
10 | 癸酸乙酯 | 20.657 | 20.163 | 奶油味、果香[ |
12 | 月桂酸乙酯 | 25.560 | 16.716 | 甜香、蜂蜡香[ |
13 | 苯甲酸乙基己酯 | 28.139 | 0.224 | / |
14 | 肉豆蔻酸乙酯 | 29.970 | 4.423 | 椰子、蜂蜡香[ |
15 | 棕榈酸乙酯 | 34.001 | 2.705 | 水果味、奶油味[ |
序号 No. | 香气化合物 Aroma compounds | 保留时间 Retention time (min) | 含量 Content (%) | 气味描述 Odor description |
16 | 亚油酸乙酯 | 37.084 | 0.226 | / |
B | 醇类 | |||
17 | 乙醇 | 1.133 | 17.972 | / |
18 | 苯乙醇 | 12.717 | 1.094 | 玫瑰花香、甜香[ |
C | 酸类 | |||
19 | 己酸 | 8.823 | 0.777 | 乳酪、甜香[ |
20 | 辛酸 | 14.457 | 0.603 | 脂肪味、奶油味[ |
F | 其他 | |||
21 | 2,3-二氢-3,5-二羟基-6-甲基-4H-吡喃-4-酮 | 13.574 | 0.574 | / |
22 | 丁香酚 | 19.502 | 0.433 | 丁香香气[ |
23 | 二氢大马酮 | 20.234 | 0.354 | / |
24 | 4-羟基-4-甲基-4H-萘-1-酮 | 20.391 | 0.331 | / |
Table 5 GC-MS analysis of volatile aroma compounds
序号 No. | 香气化合物 Aroma compounds | 保留时间 Retention time (min) | 含量 Content (%) | 气味描述 Odor description |
---|---|---|---|---|
A | 酯类 | |||
1 | 己酸乙酯 | 9.311 | 8.483 | 果香、草莓香[ |
2 | 琥珀酸氢乙酯 | 14.350 | 0.477 | / |
3 | 丁二酸二乙酯 | 14.678 | 4.786 | / |
4 | 辛酸乙酯 | 15.185 | 9.659 | 果香、奶油味[ |
5 | 甘油1,2-二乙酸酯 | 16.436 | 0.343 | / |
6 | 苯乙酸乙酯 | 16.488 | 0.304 | 蜂蜜香[ |
7 | 乙酸苯乙酯 | 16.835 | 0.459 | 玫瑰、茉莉花香[ |
8 | 壬酸乙酯 | 17.963 | 0.602 | 酒心巧克力香味 |
9 | 苯丙酸乙酯 | 19.417 | 8.291 | 草莓香、奶酪味[ |
10 | 癸酸乙酯 | 20.657 | 20.163 | 奶油味、果香[ |
12 | 月桂酸乙酯 | 25.560 | 16.716 | 甜香、蜂蜡香[ |
13 | 苯甲酸乙基己酯 | 28.139 | 0.224 | / |
14 | 肉豆蔻酸乙酯 | 29.970 | 4.423 | 椰子、蜂蜡香[ |
15 | 棕榈酸乙酯 | 34.001 | 2.705 | 水果味、奶油味[ |
序号 No. | 香气化合物 Aroma compounds | 保留时间 Retention time (min) | 含量 Content (%) | 气味描述 Odor description |
16 | 亚油酸乙酯 | 37.084 | 0.226 | / |
B | 醇类 | |||
17 | 乙醇 | 1.133 | 17.972 | / |
18 | 苯乙醇 | 12.717 | 1.094 | 玫瑰花香、甜香[ |
C | 酸类 | |||
19 | 己酸 | 8.823 | 0.777 | 乳酪、甜香[ |
20 | 辛酸 | 14.457 | 0.603 | 脂肪味、奶油味[ |
F | 其他 | |||
21 | 2,3-二氢-3,5-二羟基-6-甲基-4H-吡喃-4-酮 | 13.574 | 0.574 | / |
22 | 丁香酚 | 19.502 | 0.433 | 丁香香气[ |
23 | 二氢大马酮 | 20.234 | 0.354 | / |
24 | 4-羟基-4-甲基-4H-萘-1-酮 | 20.391 | 0.331 | / |
项目 Project | 测定结果 Determination results | |
---|---|---|
pH | 4.11±0.02 | |
色差 Chromatic aberration | L值 | 22.3±0.6 |
a值 | 3.3±2.1 | |
b值 | -6.3±1.5 | |
可溶性固形物 Soluble solids (%) | 12.27±0.06 | |
总糖 Total sugar (g/L) | 20.22±0.77 | |
可滴定酸 Total acid (g/L) | 13.26±0.03 | |
酒精度 Alcohol content (%vol) | 11.3±0.29 | |
总酚 Total phenols (g GAE/L) | 17.29±0.22 | |
总黄酮 Total flavonoids (g/L) | 2.66±0.06 | |
花色苷 Anthocyanins (g/L) | 0.34±0.04 |
Table 6 Results of physical and chemical indexes of mulberry wine
项目 Project | 测定结果 Determination results | |
---|---|---|
pH | 4.11±0.02 | |
色差 Chromatic aberration | L值 | 22.3±0.6 |
a值 | 3.3±2.1 | |
b值 | -6.3±1.5 | |
可溶性固形物 Soluble solids (%) | 12.27±0.06 | |
总糖 Total sugar (g/L) | 20.22±0.77 | |
可滴定酸 Total acid (g/L) | 13.26±0.03 | |
酒精度 Alcohol content (%vol) | 11.3±0.29 | |
总酚 Total phenols (g GAE/L) | 17.29±0.22 | |
总黄酮 Total flavonoids (g/L) | 2.66±0.06 | |
花色苷 Anthocyanins (g/L) | 0.34±0.04 |
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