Design of Engineering Experiments
Chapter 2 Some Basic Statistical Concepts
Describing sample data
Random samples
Sample mean, variance, standard deviation
Populations versus samples
Population m
Design and Analysis of
Engineering Experiments
Douglas C. Montgomery
Regents Professor of Industrial Engineering and Statistics
ASU Foundation Professor of Engineering
Arizona State University
Chapter
Chapter 14
Design and Analysis of Experiments
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Design of Engineering Experiments
Nested and Split-Plot Designs
Text reference, Chapter 14
These are multifactor experiments that
Chapter 11
Design & Analysis of Experiments
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Text reference, Chapter 11
Primary focus of previous chapters is
factor screening
Two-level factorials, fractional factorials are
wi
Chapter 13
Design & Analysis of Experiments
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Design of Engineering Experiments Experiments with Random Factors
Text reference, Chapter 13
Previous chapters have focused primarily
Chapter 12
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Robust Design
Goal is to make products and processes robust
or less sensitive to variability transmitted by
factors that cannot be eas
Chapter 10
Design & Analysis of Experiments
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Regression models are empirical as opposed to mechanistic models
Regression modeling is often performed on undesigned or unplanned
data
Chapter 9
Design & Analysis of Experiments
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The
Chapter 9
k
3
Factorial Design
Design & Analysis of Experiments
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Notation
Factor levels are sometime denoted 1,
Design of Engineering Experiments
The 2k-p Fractional Factorial Design
Text reference, Chapter 8
Motivation for fractional factorials is obvious; as the
number of factors becomes large enough to be
Design of Engineering Experiments
Part 5 The 2k Factorial Design
Text reference, Chapter 6
Special case of the general factorial design; k factors,
all at two levels
The two levels are usually call
Design of Engineering Experiments
Blocking & Confounding in the 2k
Text reference, Chapter 7
Blocking is a technique for dealing with
controllable nuisance variables
Two cases are considered
Repli
Chapter 5
Design & Analysis of Experiments
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Design of Engineering Experiments
Introduction to Factorials
Text reference, Chapter 5
General principles of factorial experiments
The
Chapter 3
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What If There Are More Than
Two Factor Levels?
The t-test does not directly apply
There are lots of practical situations where there a
Design of Engineering Experiments
The Blocking Principle
Text Reference, Chapter 4
Blocking and nuisance factors
The randomized complete block design or
the RCBD
Extension of the ANOVA to the RCB
ISE 507: Design & Analysis of Experiments
Mini Project 2
Instructions
This project is open-book, open-notes, and you may work in groups of (2 or 3 people) if yo