An article by L. B. Hare [In the Soup: A Case Study to Identify Contributors to Filling

An article by L. B. Hare [€œIn the Soup: A Case Study to Identify Contributors to Filling Variability,€ Journal of Quality Technology 1988 (Vol. 20, pp. 36€“43)] described a factorial experiment used to study filling variability of dry soup mix packages. The factors are A = number of mixing ports through which the vegetable oil was added (1, 2), B = temperature surrounding the mixer (cooled, ambient), C = mixing time (60, 80 sec), D = batch weight (1500, 2000 lb), and E = number of days of delay between mixing and packaging (1, 7). Between 125 and 150 packages of soup were sampled over an eight-hour period for each run in the design, and the standard deviation of package weight was used as the response variable. The design and resulting data follow.

(a) What is the generator for this design?

(b) What is the resolution of this design?

(c) Estimate the factor effects. Which effects are large?

(d) Does a residual analysis indicate any problems with the underlying assumptions?

(e) Draw conclusions about this filling process.

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D Batch Std Mixer Order Std Dev Ports Temp Time Weight Delay 1 1.13 1.25 3 0.97 4 1.70 1.47 1.28 1.18 0.98 8 0.78 10 1.36 11 1.85 12 0.62 1.09 13 14 1.10 15 0.76 16 2.10 + I + I I + + II +I + + I |||I II + + + + + + + II| + + + + I| | I + + + + I + + II + + I| + +I| + + | +I + I +| +I + | +I + I +