In: Statistics and Probability
An engineer suspects that the surface finish of a metal part is influenced by the feed rate and the depth of cut. He selects three feed rates and four depths of cut. He then conducts a factorial experiment and obtains the following data:
Depth of Cut (in) |
|||||
Feed Rate (in/min) |
0.15 |
0.18 |
0.20 |
0.25 |
|
74 |
79 |
82 |
99 |
||
0.20 |
64 |
68 |
88 |
104 |
|
60 |
73 |
92 |
96 |
||
92 |
98 |
99 |
104 |
0.25 |
86 |
104 |
108 |
110 |
88 |
88 |
95 |
99 |
|
99 |
104 |
108 |
114 |
|
0.30 |
98 |
99 |
110 |
111 |
102 |
95 |
99 |
107 |
Produce the following for each problem:
Use MiniTab to produce the plots and models
Data input in MINITAB.
Two way ANOVA
Stat >> ANOVA >> Two way >>
Select Responce, Row Factor ( control factor ), and column factor ( uncontrollable factor )
Selct Garph
Selct residual lpt ( four in one )
Select ' Feed rate ' and ' depth of cut' for residual
Result ( output of minitab )
Graphs ( residual analysis results )
( Residual vs factor )