parameter optimization
TRANSCRIPT
Emilie Butler-Olimb, Molly Henderson, John Waters
Parameter Optimization
Purpose: To select the process settings so that the catapult will consistently project the inputted target distance, T.
Variables:Response variable T, target distanceFactor 1: Type of raw materialFactor 2: Location of fulcrumFactor 3: Angle of the platform
Number of Observations:(Assume a two 2 factorial with three levels)N = 2(k) = 2(3) = 8 observationsSo, for two 2 factorials there will be a total of 16 observations
Process:
1. Create the factorial design matrix. This shows the interaction of each of our factors.
Table 1
A B C AB AC BC ABC I
(1) - - - + + + - +
a + - - - - + + +
b - + - - + - + +
c - - + + - - + +
ab + + - + - - - +
ac + - + - + - - +
bc - + + - - + - +
abc + + + + + + + +
2. Assume that the main effects are what influence the outcome as opposed to the interaction effects (AB, AC, and BC) For a fractional factorial matrix, we simplified from a full factorial matrix in order to decrease the total number of trials. Below is the matrix that will be used during the
Emilie Butler-Olimb, Molly Henderson, John Waters
experimentation.Note: C = A*B Table 2
Run A B C
1 +1 +1 +1
2 +1 -1 -1
3 -1 +1 -1
4 -1 -1 +1
3. Substituting for Table 2,A = Raw Material (4 different projectiles, cancel out the fifth material, wiffle ball)
Ping Pong Ball, Normal Ball, Bouncy Ball, GolfB = Location of Fulcrum (4 location options, 1-4)C = Platform Angle (4 angle options, 1-4)
The team will perform two 4 fractional factorial experiments.
Table 3:+ Bouncy, Level 4, Angle 3- Ping Pong Ball, Level 2, Angle 1
Table 3
Run Raw Material Fulcrum Angle Distance T
1 Bouncy Level 4 Angle 3 111.5/107
2 Bouncy Level 2 Angle 1 113/117
3 Ping Pong Ball Level 4 Angle 1 118.5/116
4 **Ping Pong Ball Level 2 Angle 3 117.5/125
Table 4:+ Bouncy, Level 3, Angle 4- Ping Pong Ball, Level 1, Angle 2
Table 4
Run Raw Material Fulcrum Angle Distance T
Emilie Butler-Olimb, Molly Henderson, John Waters
1 Bouncy Level 3 Angle 4 131/130.5
2 Bouncy Level 1 Angle 2 87.5/104.5
3 Ping Pong Ball Level 3 Angle 2 127.5/124
4 Ping Pong Ball Level 1 Angle 4 116.5/111
Table 5:+ Golf, Level 4, Angle 3- Normal, Level 2, Angle 1
Table 5
Run Raw Material Fulcrum Angle Distance T
1 Golf Level 4 Angle 3 88/90
2 Golf Level 2 Angle 1 95/87
3 Normal Level 4 Angle 1 111/115
4 **Normal Level 2 Angle 3 130/127.5
Table 3:+ Golf, Level 3, Angle 4- Normal, Level 1, Angle 2
Table 6
Run Raw Material Fulcrum Angle Distance T
1 Golf Level 3 Angle 4 98.5/102.5
2 Golf Level 1 Angle 2 84/75
3 Normal Level 3 Angle 2 126/123
4 Normal Level 1 Angle 4 119/120.5
4. Once in the lab, the above steps will be performed. Table 3 and Table 4 will have 2
Emilie Butler-Olimb, Molly Henderson, John Waters
replications each. This will result in a total of 32 observations