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P10505 – Cold Pressure Fusing II Performance Review Team Fusion 5/7/2010. Introduction. Two results are analyzed, standard deviation to indicate pressure uniformity and average pressure Presentation Outline Present data Justify ANOVA assumptions Analyze significant factors
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P10505 – Cold Pressure Fusing IIPerformance ReviewTeam Fusion5/7/2010
Introduction • Two results are analyzed, standard deviation to indicate pressure uniformity and average pressure • Presentation Outline • Present data • Justify ANOVA assumptions • Analyze significant factors • Analyze interactions • Conclusions
Comparison of Average Pressure and Standard Deviation across Skew Angles
Signal to Noise Ratios • S/N = µ/σ = Std Dev/Mean
Average Pressure vs. Skew Angle Note: Standard deviation is not the analysis of variance between these average pressure data points. It is the analysis of pressure variations across the entire scan.
ANOVA Assumptions • These assumptions must be justified to perform an Analysis of Variance. • Normal distribution • Constant variance • Constant mean • Independent data
ANOVA Table for Standard Deviation Legend Green: P-value < 0.005 Orange: P-value < 0.015 White: P-value > 0.010
ANOVA Table for Average Pressure Legend Green: P-value < 0.005 Yellow: P-value < 0.010 Orange: P-value < 0.015 White: P-value > 0.010
Conclusions • Abaqus model was on target • Experimental results point to 1.91° as the optimal skew angle to maximize pressure uniformity • The average pressure value changes based on the configuration, but several configurations fell in the acceptable pressure range
Optimal Design • Standard Deviation • Main Effects: 1.9 deg, portrait, 130 lbs, k=270 • 2nd Order Effects: 1.9 deg, portrait, 170 lbs, k = 270
Optimal Design • Average Pressure • Main Effects: • Load is variable but ~140 lbs, • Orientation is variable, no specified preference • Compliance is variable but ~415 lbs/in, by interpolation • Interaction effects agree with main effects, except landscape orientation is preferred • P-value for the average pressure DOE is 0.105 • P-value for the standard deviation DOE is 0.000
Representative 1.4° skew angle pressure pattern (U4) 1.4° skew angle, k = 270 lb/in (gray), 170 lbs load, landscape
Representative 1.9° skew angle pressure pattern (U16) 1.9° skew angle, k = 270 lb/in (gray), 170 lbs load, landscape
Representative 2.4° skew angle pressure pattern (U24) 1.9° skew angle, k = 270 lb/in (gray), 170 lbs load, landscape