Description,Design_type,Code,Date,Factors,Resolution,Replications,Blocks,Centers,Optimazation,Responses,,,,,,,,,,,,,,,,,,,,,
DFA_Investigation,Screening design,SC,1/6/2023,6,5,2,1,0,FALSE,24,,,,,,,,,,,,,,,,,,,,,
,,,NA,,,,,,,,,,,,,,,,,,,,,,,,,,,,
pH,NaOl.dosage,MIBC.dosage,CS.dosage,SSA,Modified,,,,,,,,,,,,,,,,,,,,,,,,,,
8,40,2,20,250,0,,,,,,,,,,,,,,,,,,,,,,,,,,
10,160,5,220,500,1,,,,,,,,,,,,,,,,,,,,,,,,,,
run.no,run.no.std.rp,S_Froth Height,S_Foam Half Life Time,S_25% Liquid Drainage Time,S_Drainage Half Life Time,S1 liquid content maximum value,S2 liquid content maximum value,S3 liquid content maximum value,S4 liquid content maximum value,S5 liquid content maximum value,S6 liquid content maximum value,S7 liquid content maximum value,Mean liquid content,Al_Froth Height,Al_Foam Half Life Time,Al_25% Liquid Drainage Time,Al_Drainage Half Life Time,S1 liquid content maximum value,S2 liquid content maximum value,S3 liquid content maximum value,S4 liquid content maximum value,S5 liquid content maximum value,S6 liquid content maximum value,S7 liquid content maximum value,Mean liquid content,pH,NaOl.dosage,MIBC.dosage,CS.dosage,SSA,Modified
1,28.1,159.3,710.14,63.1,81.1,27.1,10,7.6,6.6,5.4,4.6,2.5,9.114285714,159.3,710.14,63.1,81.1,27.1,10,7.6,6.6,5.4,4.6,2.5,9.114285714,10,160,2,220,500,0
2,22.1,87.6,541,47,56,20.4,6.9,5.4,3.8,0.4,0.4,0.4,5.385714286,98.1,627.6,57.1,61.1,28.2,7.1,5.2,3.6,2.6,0.4,0.4,6.785714286,10,40,5,20,500,1
3,4.1,163.2,710.14,68.1,94.1,20.4,9.7,8.1,6.6,5.6,4.7,2,8.157142857,163.2,710.14,68.1,94.1,20.4,9.7,8.1,6.6,5.6,4.7,2,8.157142857,10,160,2,20,250,0
4,2.1,90.1,198.856,198.856,198.856,36.994,2.438,1.272,0.318,0.318,0.318,0.318,5.996571428,81,277.1,52.1,55.1,28,5.8,4.2,2.3,0.4,0.4,0.4,5.928571429,10,40,2,20,250,1
5,7.1,53.8,64.1,45.7,45.7,23.3,2.1,1.1,0.4,0.4,0.4,0.4,4.014285714,53.8,64.1,45.7,45.7,23.3,2.1,1.1,0.4,0.4,0.4,0.4,4.014285714,8,160,5,20,250,0
6,26.1,112.8,12.4,1.2,1.4,20.6,5.8,4,1.9,0.5,0.5,0.5,4.828571429,82,491.9,57.4,64.9,18.8,6.7,5.4,3.3,0.5,0.5,0.5,5.1,10,40,2,220,500,1
7,11.1,52.3,0,0,0,0,0,0,0,0,0,0,0,52.3,0,0,0,0,0,0,0,0,0,0,0,8,160,2,220,250,0
8,20.1,163.8,710.14,68,97,20.9,10.4,8.7,7.5,6.3,5.1,0.3,8.457142857,163.8,710.14,68,97,20.9,10.4,8.7,7.5,6.3,5.1,0.3,8.457142857,10,160,2,20,500,1
9,32.1,164.6,710.14,61.5,84.5,27.7,10.6,8.6,7.2,6.1,5,0.2,9.342857143,163.6,710.14,65,91,28.8,9.5,8.1,7,5.8,4.8,0.7,9.242857143,10,160,5,220,500,1
10,5.1,48.124,1.378,1.378,1.378,29.362,1.166,0.848,0.848,0.848,0.848,0.848,4.966857143,164.3,710.14,52.6,66.6,25,10.6,8.9,7.6,6.5,5.3,0.9,9.257142857,8,40,5,20,250,1
11,14.1,54.3,239.9,46.1,54.9,24.9,4.1,2.1,0.5,0.5,0.5,0.5,4.728571429,67.4,494,49.8,49.8,24,4.7,3.5,0.4,0.4,0.4,0.4,4.828571429,10,40,5,220,250,1
12,16.1,165.1,710.14,58.4,71.4,36.4,9.5,7.9,6.8,5.8,4.8,3.8,10.71428571,165.1,710.14,58.4,71.4,36.4,9.5,7.9,6.8,5.8,4.8,3.8,10.71428571,10,160,5,220,250,0
13,23.1,53.4,208.9,39.3,39.3,27.9,3.4,2.1,0.4,0.4,0.4,0.4,5,167.8,710.14,61,75.5,41.4,11.9,9.4,8.1,6.7,5.7,4.5,12.52857143,8,160,5,20,500,1
14,19.1,57.4,315.5,0,0,35.2,2.6,1.7,0.3,0.3,0.3,0.3,5.814285714,57.4,315.5,0,0,35.2,2.6,1.7,0.3,0.3,0.3,0.3,5.814285714,8,160,2,20,500,0
15,8.1,177.02,752.7484,63.6,93.81,29.998,11.978,9.964,8.904,7.738,6.466,0.424,10.78171428,166,710.14,60,81,23.4,9.8,7.5,6.8,5.3,4.7,1.4,8.414285714,10,160,5,20,250,1
16,29.1,44.4,152.9,52.4,52.9,22.4,3.3,1.8,0.8,0.8,0.8,0.8,4.385714286,60.4,521,51,51,26.9,3.1,2.1,0.8,0.8,0.8,0.8,5.042857143,8,40,5,220,500,1
17,12.1,171.72,752.7484,70.49,108.12,27.984,11.342,8.904,7.42,6.572,5.724,2.12,10.00942857,166.2,710.14,62,78,25.6,11.2,9,7.4,5.7,4.4,2.5,9.4,10,160,2,220,250,1
18,18.1,90.8,679.5,50,58.5,26.5,7.3,5.8,3.8,1.9,0.3,0.3,6.557142857,90.8,679.5,50,58.5,26.5,7.3,5.8,3.8,1.9,0.3,0.3,6.557142857,10,40,2,20,500,0
19,24.1,161.2,710.14,67.5,85.5,26,10.2,8,7.3,6.1,5.4,0.8,9.114285714,161.2,710.14,67.5,85.5,26,10.2,8,7.3,6.1,5.4,0.8,9.114285714,10,160,5,20,500,0
20,3.1,79.9,349.1,40.7,40.7,31,4.1,3.3,2.5,0.5,0.5,0.5,6.057142857,93.7,710.14,59,64,30.8,6.1,5.3,3.5,2.2,0.4,0.4,6.957142857,8,160,2,20,250,1
21,6.1,54.8,617.6,62.6,65.1,25.8,3.2,1.9,0.4,0.4,0.4,0.4,4.642857143,54.8,617.6,62.6,65.1,25.8,3.2,1.9,0.4,0.4,0.4,0.4,4.642857143,10,40,5,20,250,0
22,31.1,87.9,332,0,0,29.1,3,2,1.8,1,0.3,0.3,5.357142857,87.9,332,0,0,29.1,3,2,1.8,1,0.3,0.3,5.357142857,8,160,5,220,500,0
23,13.1,45.4,1.3,1.3,1.3,20.5,3,0.9,0.9,0.9,0.9,0.9,4,45.4,1.3,1.3,1.3,20.5,3,0.9,0.9,0.9,0.9,0.9,4,8,40,5,220,250,0
24,17.1,48.2,1.5,1.5,1.5,24.7,2.8,1.2,1.2,1.2,1.2,1.2,4.785714286,45.4,1.4,1.2,1.4,26,1.2,1.2,1.2,1.2,1.2,1.2,4.742857143,8,40,2,20,500,1
25,25.1,37.3,44.8,44.4,44.4,31,2.2,0.6,0.6,0.6,0.6,0.6,5.171428571,37.3,44.8,44.4,44.4,31,2.2,0.6,0.6,0.6,0.6,0.6,5.171428571,8,40,2,220,500,0
26,10.1,90.6,377.4,52.4,59.4,25.4,7.2,5.2,4,0.4,0.4,0.4,6.142857143,90.6,377.4,52.4,59.4,25.4,7.2,5.2,4,0.4,0.4,0.4,6.142857143,10,40,2,220,250,0
27,21.1,46,1.5,1.5,1.5,25.3,0.9,0.9,0.9,0.9,0.9,0.9,4.385714286,46,1.5,1.5,1.5,25.3,0.9,0.9,0.9,0.9,0.9,0.9,4.385714286,8,40,5,20,500,0
28,30.1,108.3,449.4,53.9,63.9,20.8,7.6,6.5,5.4,4.5,0.4,0.4,6.514285714,108.3,449.4,53.9,63.9,20.8,7.6,6.5,5.4,4.5,0.4,0.4,6.514285714,10,40,5,220,500,0
29,27.1,51.4,96.9,47.9,47.9,33.5,2.2,1.2,0.3,0.3,0.3,0.3,5.442857143,45.5,1.5,1.5,1.5,35.1,1.7,0.4,0.4,0.4,0.4,0.4,5.542857143,8,160,2,220,500,1
30,9.1,27.03,1.696,1.696,1.696,21.836,1.378,1.378,1.378,1.378,1.378,1.378,4.300571428,74.2,338.1,75.1,75.1,22.2,5.3,4.1,3.2,1.2,1.2,1.2,5.485714286,8,40,2,220,250,1
31,15.1,90.9,648.6,49.1,49.1,28.8,7.5,5.9,3.7,1.1,0.5,0.5,6.857142857,125.2,596.6,53.1,59.1,26.7,5.9,4.9,4.1,2.7,2.2,0.4,6.7,8,160,5,220,250,1
32,1.1,45.8,1.5,1.3,1.5,18.4,3.3,1.2,1.2,1.2,1.2,1.2,3.957142857,45.8,1.5,1.3,1.5,18.4,3.3,1.2,1.2,1.2,1.2,1.2,3.957142857,8,40,2,20,250,0
33,3.2,157.5,1.2,1.2,1.2,18.4,8.8,6.4,5.4,4.5,4.1,0.4,6.857142857,93.7,710.14,59,64,30.8,6.1,5.3,3.5,2.2,0.4,0.4,6.957142857,8,160,2,20,250,1
34,17.2,96.9,710.14,58.4,79.4,24.2,8.1,8.4,6.9,4.4,1,1,7.714285714,94.1,602.4,60.4,94.4,19.6,9.1,7.2,5.2,1.3,1,1,6.342857143,8,40,2,20,500,1
35,21.2,63.3,159,47.4,57.5,21.4,6.4,4.1,1.2,1.2,1.2,1.2,5.242857143,63.3,159,47.4,57.5,21.4,6.4,4.1,1.2,1.2,1.2,1.2,5.242857143,8,40,5,20,500,0
36,18.2,100.6,710.14,57.9,78.4,19.5,8.4,7.8,5.8,4.1,0.4,0.4,6.628571429,100.6,710.14,57.9,78.4,19.5,8.4,7.8,5.8,4.1,0.4,0.4,6.628571429,10,40,2,20,500,0
37,1.2,96.4,397.2,51.7,54.2,29.1,8.5,6.7,4.6,3.1,0.8,0.8,7.657142857,96.4,397.2,51.7,54.2,29.1,8.5,6.7,4.6,3.1,0.8,0.8,7.657142857,8,40,2,20,250,0
38,22.2,88.2,586.1,55.1,65.1,28.2,6.6,5.4,4.1,0.4,0.4,0.4,6.5,95.3,678,57,67.5,18.7,6.7,5.6,4.7,2.4,0.4,0.4,5.557142857,10,40,5,20,500,1
39,16.2,163.3,710.14,60.1,77.6,26.7,10.1,8.2,7.3,5.8,5.3,0.5,9.128571429,163.3,710.14,60.1,77.6,26.7,10.1,8.2,7.3,5.8,5.3,0.5,9.128571429,10,160,5,220,250,0
40,15.2,144,710.14,55,63.5,21.1,9.2,6.9,5.7,3.9,3,0.4,7.171428571,146.1,710.14,55.6,71.6,23.1,8.6,6.3,5.1,4.9,3.9,0.5,7.485714286,8,160,5,220,250,1
41,20.2,161.8,710.14,57.8,77.8,23.8,11.1,9,8.6,7.2,6.4,0.9,9.571428571,160.8,710.14,61.6,86.1,20.2,10.9,9,7.9,6.6,6,0.3,8.7,10,160,2,20,500,1
42,13.2,90.9,710.14,54.6,63.6,23.6,6.9,5.2,4.9,2.6,0.6,0.6,6.342857143,90.9,710.14,54.6,63.6,23.6,6.9,5.2,4.9,2.6,0.6,0.6,6.342857143,8,40,5,220,250,0
43,14.2,99.2,710.14,58,70.5,19.4,7.7,5.6,4.6,2.2,0.2,0.2,5.7,106.9,710.14,54.5,61.5,27.8,7.7,4.4,4.5,2.8,0.2,0.2,6.8,10,40,5,220,250,1
44,32.2,162.8,710.14,60.6,81.6,28.6,12.7,10.7,9.2,7.8,6.1,1.7,10.97142857,161.6,710.14,53.9,69.9,25.4,11.4,8.7,6.8,4.8,3.6,0.8,8.785714286,10,160,5,220,500,1
45,29.2,88.1,302.9,50.9,52.9,26,7,4.8,3.7,0.5,0.5,0.5,6.142857143,83.4,710.14,46.4,46.4,23.9,9.8,7.7,6,1.1,1.1,1.1,7.242857143,8,40,5,220,500,1
46,27.2,140.2,710.14,59.4,68.9,27.3,8.2,7.5,5.9,5.1,2.5,0.4,8.128571429,130.5,710.14,56.4,66.4,23.4,7.7,6.9,4.5,3.2,1.8,0.5,6.857142857,8,160,2,220,500,1
47,8.2,156.98,667.5316,56.4,83.19,26.602,10.622,8.836,7.896,6.862,5.734,0.376,9.561142856,166,710.14,60,81,23.4,9.8,7.5,6.8,5.3,4.7,1.4,8.414285714,10,160,5,20,250,1
48,12.2,152.28,667.5316,62.51,95.88,24.816,10.058,7.896,6.58,5.828,5.076,1.88,8.876285714,166.2,710.14,62,78,25.6,11.2,9,7.4,5.7,4.4,2.5,9.4,10,160,2,220,250,1
49,9.2,23.97,1.504,1.504,1.504,19.364,1.222,1.222,1.222,1.222,1.222,1.222,3.813714286,74.2,338.1,75.1,75.1,22.2,5.3,4.1,3.2,1.2,1.2,1.2,5.485714286,8,40,2,220,250,1
50,5.2,42.676,1.222,1.222,1.222,26.038,1.034,0.752,0.752,0.752,0.752,0.752,4.404571429,164.3,710.14,52.6,66.6,25,10.6,8.9,7.6,6.5,5.3,0.9,9.257142857,8,40,5,20,250,1
51,4.2,164,710.14,62,87,21.2,10.6,9.1,7.3,6.5,5.3,0.2,8.6,164,710.14,62,87,21.2,10.6,9.1,7.3,6.5,5.3,0.2,8.6,10,160,2,20,250,0
52,26.2,56.2,88.2,51.2,54.7,17.7,6.6,3.3,0.5,0.5,0.5,0.5,4.228571429,87.4,710.14,52,59.5,26.9,6.6,4.8,3.3,0.4,0.4,0.4,6.114285714,10,40,2,220,500,1
53,19.2,128.4,710.14,57.9,65.9,27.5,8.2,5.9,5.7,4.2,0.5,0.5,7.5,128.4,710.14,57.9,65.9,27.5,8.2,5.9,5.7,4.2,0.5,0.5,7.5,8,160,2,20,500,0
54,28.2,164.6,710.14,63.5,86,23.8,11.2,9,7.9,6.2,5.3,2.7,9.442857143,164.6,710.14,63.5,86,23.8,11.2,9,7.9,6.2,5.3,2.7,9.442857143,10,160,2,220,500,0
55,23.2,137.8,710.14,53.4,63.9,25,8.9,6.9,6,4.8,0.6,0.6,7.542857143,167.8,710.14,61,75.5,41.4,11.9,9.4,8.1,6.7,5.7,4.5,12.52857143,8,160,5,20,500,1
56,25.2,89.4,710.14,40.1,40.3,21.6,7.5,6,3.9,0.8,0.8,0.8,5.914285714,89.4,710.14,40.1,40.3,21.6,7.5,6,3.9,0.8,0.8,0.8,5.914285714,8,40,2,220,500,0
57,6.2,96.3,244,47,63,16,5.8,4.2,3,1.1,0.2,0.2,4.357142857,96.3,244,47,63,16,5.8,4.2,3,1.1,0.2,0.2,4.357142857,10,40,5,20,250,0
58,24.2,156.8,710.14,58.7,78.2,25.8,11,9,7.5,6.7,5.9,0.4,9.471428571,156.8,710.14,58.7,78.2,25.8,11,9,7.5,6.7,5.9,0.4,9.471428571,10,160,5,20,500,0
59,2.2,79.9,176.344,176.344,176.344,32.806,2.162,1.128,0.282,0.282,0.282,0.282,5.317714286,81,277.1,52.1,55.1,28,5.8,4.2,2.3,0.4,0.4,0.4,5.928571429,10,40,2,20,250,1
60,10.2,99.8,205.6,55.6,68.1,17.1,6.7,4.7,4.3,1.7,0.3,0.3,5.014285714,99.8,205.6,55.6,68.1,17.1,6.7,4.7,4.3,1.7,0.3,0.3,5.014285714,10,40,2,220,250,0
61,11.2,157.3,710.14,56.9,73.4,25.8,9.5,6.9,5.6,4.6,3.7,0.4,8.071428571,157.3,710.14,56.9,73.4,25.8,9.5,6.9,5.6,4.6,3.7,0.4,8.071428571,8,160,2,220,250,0
62,7.2,53.8,64.1,45.7,45.7,23.3,2.1,1.1,0.4,0.4,0.4,0.4,4.014285714,53.8,64.1,45.7,45.7,23.3,2.1,1.1,0.4,0.4,0.4,0.4,4.014285714,8,160,5,20,250,0
63,31.2,135.6,710.14,55.5,65.5,29.1,8.9,6.7,4.9,3.9,2.5,0.5,8.071428571,135.6,710.14,55.5,65.5,29.1,8.9,6.7,4.9,3.9,2.5,0.5,8.071428571,8,160,5,220,500,0
64,30.2,107.2,509.1,53.1,67.1,23.4,6.7,6.3,4.6,3,0.4,0.4,6.4,107.2,509.1,53.1,67.1,23.4,6.7,6.3,4.6,3,0.4,0.4,6.4,10,40,5,220,500,0