An aluminum master alloy manufacturer produces grain refiners in ingot form. The company produces the prod- uct in four furnaces. Each furnace is known to have its own unique operating characteristics, so any experiment run in the foundry that involves more than one furnace will consider fur- naces as a nuisance variable. The process engineers suspect that stirring rate affects the grain size of the product. Each fur- nace can be run at four different stirring rates. Stirring Rate (rpm) 5 10 15 20 1 8 14 14 17 Furnace 2 3 456 9 5 6 3 4 69 26 (a) Is there any evidence that stirring rate affects grain size? (b) Graph the residuals from this experiment on a normal probability plot. Interpret this plot. (e) Plot the residuals versus furnace and stirring rate. Does this plot convey any useful information? (d) What should the process engineers recommend con- cerning the choice of stirring rate and furnace for this particular grain refiner if small grain size is desirable?
An aluminum master alloy manufacturer produces grain refiners in ingot form. The company produces the prod- uct in four furnaces. Each furnace is known to have its own unique operating characteristics, so any experiment run in the foundry that involves more than one furnace will consider fur- naces as a nuisance variable. The process engineers suspect that stirring rate affects the grain size of the product. Each fur- nace can be run at four different stirring rates. Stirring Rate (rpm) 5 10 15 20 1 8 14 14 17 Furnace 2 3 456 9 5 6 3 4 69 26 (a) Is there any evidence that stirring rate affects grain size? (b) Graph the residuals from this experiment on a normal probability plot. Interpret this plot. (e) Plot the residuals versus furnace and stirring rate. Does this plot convey any useful information? (d) What should the process engineers recommend con- cerning the choice of stirring rate and furnace for this particular grain refiner if small grain size is desirable?
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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