1. An aluminum master alloy manufacturer produces grain refiners in ingot form. The company produce: the product in four furnaces. Each furnace is known to have its own unique operating characteristics s any experiment run in the foundry that involves more than one furnace will consider furnaces as a nuisance variable. The process engineer suspect that stirring rate affects the grain size of the product. Each furnace can be run at four different stirring rate.A randomized block design is run for a particular refiner, and the resulting grain size data is as follows. Stirring Rate (rpm) F1 F2 F3 F4 5 8 4 5 6 10 14 5 6 9 15 14 6 9 2 20 17 9 3 6 a) Is there any evidence that stirring rate affects grain size? Graph the residuals from this experiment on a normal probability plot. Interpret the plot. c) Plot the residuals versus furnaces and stirring rate. Does this plot convey any useful information? d) What should the process engineers recommend concerning the choice of stirring rate and furnace for this particular grain refiner if small grain size is desirable?
1. An aluminum master alloy manufacturer produces grain refiners in ingot form. The company produce: the product in four furnaces. Each furnace is known to have its own unique operating characteristics s any experiment run in the foundry that involves more than one furnace will consider furnaces as a nuisance variable. The process engineer suspect that stirring rate affects the grain size of the product. Each furnace can be run at four different stirring rate.A randomized block design is run for a particular refiner, and the resulting grain size data is as follows. Stirring Rate (rpm) F1 F2 F3 F4 5 8 4 5 6 10 14 5 6 9 15 14 6 9 2 20 17 9 3 6 a) Is there any evidence that stirring rate affects grain size? Graph the residuals from this experiment on a normal probability plot. Interpret the plot. c) Plot the residuals versus furnaces and stirring rate. Does this plot convey any useful information? d) What should the process engineers recommend concerning the choice of stirring rate and furnace for this particular grain refiner if small grain size is desirable?
A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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Step 1: The "Model F-Value" of 0.85 implies is not significant relative to the noise.
VIEWStep 2: There is a 49.95% chance that a {Modal F-Value " this large could occur due to noise
VIEWStep 3: The plot indicates that normally assumption is valid
VIEWStep 4: There are really is no effect due to the stirring rate.
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