Run | Factor | Response | ||||||
---|---|---|---|---|---|---|---|---|
Sodium alginate concentration CSA, % (w/v) | Polyvinyl alcohol concentration CPVA, % (w/v) | Chitosan concentration CCS, % (w/v) | Fructose concentration CFT, g/L | Temperature T, °C | pH | LA yield YLA, g/g FT | LA production rate RLA, g/(L × h) | |
1 | 3 | 5.5 | 0.2 | 90 | 35 | 7 | 0.954 ± 0.010 | 2.338 ± 0.018 |
2 | 3 | 7.0 | 0.5 | 105 | 39 | 7 | 0.975 ± 0.005 | 2.362 ± 0.024 |
3 | 1 | 5.5 | 0.2 | 105 | 35 | 5 | 0.950 ± 0.006 | 2.340 ± 0.027 |
4 | 5 | 5.5 | 0.2 | 105 | 35 | 5 | 0.959 ± 0.008 | 2.345 ± 0.023 |
5 | 1 | 7.0 | 0.5 | 90 | 35 | 6 | 0.955 ± 0.011 | 2.322 ± 0.022 |
6 | 5 | 7.0 | 0.5 | 120 | 35 | 6 | 0.968 ± 0.005 | 2.368 ± 0.024 |
7 | 3 | 5.5 | 0.5 | 105 | 35 | 6 | 0.966 ± 0.007 | 2.420 ± 0.019 |
8 | 3 | 5.5 | 0.5 | 105 | 35 | 6 | 0.969 ± 0.006 | 2.423 ± 0.021 |
9 | 3 | 5.5 | 0.2 | 120 | 35 | 5 | 0.954 ± 0.009 | 2.327 ± 0.025 |
10 | 1 | 5.5 | 0.5 | 120 | 31 | 6 | 0.958 ± 0.009 | 2.331 ± 0.027 |
11 | 3 | 4.0 | 0.2 | 105 | 31 | 6 | 0.948 ± 0.008 | 2.336 ± 0.024 |
12 | 5 | 5.5 | 0.5 | 120 | 39 | 6 | 0.970 ± 0.006 | 2.375 ± 0.020 |
13 | 5 | 5.5 | 0.8 | 105 | 35 | 7 | 0.976 ± 0.005 | 2.330 ± 0.023 |
14 | 5 | 5.5 | 0.5 | 90 | 31 | 6 | 0.956 ± 0.011 | 2.314 ± 0.028 |
15 | 3 | 7.0 | 0.5 | 105 | 31 | 5 | 0.956 ± 0.009 | 2.299 ± 0.029 |
16 | 5 | 4.0 | 0.5 | 120 | 35 | 6 | 0.968 ± 0.007 | 2.356 ± 0.025 |
17 | 1 | 5.5 | 0.8 | 105 | 35 | 5 | 0.949 ± 0.009 | 2.327 ± 0.024 |
18 | 3 | 7.0 | 0.8 | 105 | 39 | 6 | 0.968 ± 0.006 | 2.357 ± 0.022 |
19 | 1 | 5.5 | 0.5 | 90 | 39 | 6 | 0.952 ± 0.009 | 2.342 ± 0.021 |
20 | 3 | 4.0 | 0.8 | 105 | 39 | 6 | 0.968 ± 0.007 | 2.370 ± 0.022 |
21 | 1 | 5.5 | 0.2 | 105 | 35 | 7 | 0.957 ± 0.008 | 2.356 ± 0.027 |
22 | 5 | 5.5 | 0.5 | 90 | 39 | 6 | 0.959 ± 0.009 | 2.331 ± 0.024 |
23 | 3 | 5.5 | 0.2 | 120 | 35 | 7 | 0.967 ± 0.006 | 2.343 ± 0.028 |
24 | 3 | 4.0 | 0.2 | 105 | 39 | 6 | 0.956 ± 0.010 | 2.382 ± 0.021 |
25 | 1 | 7.0 | 0.5 | 120 | 35 | 6 | 0.968 ± 0.006 | 2.333 ± 0.024 |
26 | 3 | 4.0 | 0.5 | 105 | 39 | 7 | 0.963 ± 0.005 | 2.375 ± 0.024 |
27 | 3 | 5.5 | 0.8 | 120 | 35 | 7 | 0.967 ± 0.006 | 2.341 ± 0.026 |
28 | 3 | 4.0 | 0.8 | 105 | 31 | 6 | 0.961 ± 0.007 | 2.341 ± 0.020 |
29 | 1 | 5.5 | 0.5 | 90 | 31 | 6 | 0.949 ± 0.010 | 2.325 ± 0.028 |
30 | 5 | 5.5 | 0.8 | 105 | 35 | 5 | 0.964 ± 0.009 | 2.333 ± 0.027 |
31 | 3 | 5.5 | 0.5 | 105 | 35 | 6 | 0.970 ± 0.005 | 2.420 ± 0.019 |
32 | 3 | 7.0 | 0.2 | 105 | 39 | 6 | 0.961 ± 0.008 | 2.370 ± 0.021 |
33 | 5 | 5.5 | 0.2 | 105 | 35 | 7 | 0.959 ± 0.009 | 2.343 ± 0.028 |
34 | 3 | 5.5 | 0.5 | 105 | 35 | 6 | 0.974 ± 0.005 | 2.435 ± 0.022 |
35 | 3 | 7.0 | 0.5 | 105 | 31 | 7 | 0.958 ± 0.008 | 2.315 ± 0.027 |
36 | 1 | 5.5 | 0.5 | 120 | 39 | 6 | 0.969 ± 0.005 | 2.372 ± 0.026 |
37 | 3 | 4.0 | 0.5 | 105 | 39 | 5 | 0.953 ± 0.011 | 2.341 ± 0.026 |
38 | 3 | 5.5 | 0.8 | 90 | 35 | 7 | 0.961 ± 0.007 | 2.332 ± 0.023 |
39 | 5 | 7.0 | 0.5 | 90 | 35 | 6 | 0.961 ± 0.007 | 2.306 ± 0.027 |
40 | 3 | 7.0 | 0.2 | 105 | 31 | 6 | 0.960 ± 0.006 | 2.341 ± 0.024 |
41 | 3 | 5.5 | 0.2 | 90 | 35 | 5 | 0.947 ± 0.011 | 2.322 ± 0.024 |
42 | 3 | 4.0 | 0.5 | 105 | 31 | 5 | 0.950 ± 0.008 | 2.329 ± 0.021 |
43 | 5 | 4.0 | 0.5 | 90 | 35 | 6 | 0.955 ± 0.009 | 2.320 ± 0.029 |
44 | 3 | 5.5 | 0.5 | 105 | 35 | 6 | 0.970 ± 0.006 | 2.426 ± 0.020 |
45 | 1 | 5.5 | 0.8 | 105 | 35 | 7 | 0.960 ± 0.007 | 2.343 ± 0.021 |
46 | 3 | 5.5 | 0.8 | 120 | 35 | 5 | 0.961 ± 0.008 | 2.343 ± 0.023 |
47 | 3 | 4.0 | 0.5 | 105 | 31 | 7 | 0.952 ± 0.009 | 2.327 ± 0.028 |
48 | 3 | 7.0 | 0.8 | 105 | 31 | 6 | 0.967 ± 0.006 | 2.328 ± 0.025 |
49 | 3 | 5.5 | 0.8 | 90 | 35 | 5 | 0.954 ± 0.009 | 2.298 ± 0.026 |
50 | 1 | 4.0 | 0.5 | 90 | 35 | 6 | 0.949 ± 0.010 | 2.378 ± 0.022 |
51 | 3 | 5.5 | 0.5 | 105 | 35 | 6 | 0.964 ± 0.008 | 2.426 ± 0.023 |
52 | 1 | 4.0 | 0.5 | 120 | 35 | 6 | 0.962 ± 0.007 | 2.366 ± 0.027 |
53 | 5 | 5.5 | 0.5 | 120 | 31 | 6 | 0.958 ± 0.010 | 2.316 ± 0.020 |
54 | 3 | 7.0 | 0.5 | 105 | 39 | 5 | 0.959 ± 0.009 | 2.346 ± 0.018 |