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Statistical Analysis of the Vibrating Beam
THE GROUP Amanda Criner Kimberly Sacha LeVar Henderson
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Project Goal Which mathematical models can be used to describe the vibrating beam?
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Outline Collect Data Choose Model Spring Results Evaluate the Model
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The Spring Model Equation Assumptions y’’ + Cy’ + Ky = 0
y(0)=y0, y0’=0 Assumptions The beam is behaving like a spring. The only forces are the force of the spring, friction and the voltage. The voltage is one kick.
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Data C7=0.8630 C8=0.7010 C9=0.7753 K7=1,545 K8=1,567 K9=1,543
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Residual vs. Fitted Value in Set 9
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Residual vs. Fitted Value in Set 7
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Residual vs. Time in Sets 7 & 8
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QQ Plot of Sample Data vs. Standard Normal in Sets 7-9
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Conclusions GOOD ENOUGH FOR US? Yes!
Good introduction to modeling physical phenomena Simple enough to experiment with: Optimization algorithms Statistical analysis =Good learning tool WE AREN’T BUILDING A BRIDGE TODAY True tad!!!!
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