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DESIGN OF EXPERIMENTS (DOE)
(This program is
also available on DVD (Self-Directed Learning) and course
materials including PowerPoint and student workbooks can be
made available for your internal instructors' needs).
Today's highly competitive environment leaves no time for trial and
error. DOE is a proven way to identify and understand how process
factors affect output. With this information, you can develop the
optimum balance between factors and achieve major improvements in
quality, cost, and productivity.
You will learn the basics: perform two-way and paired comparison
tests, use simple graphical techniques to analyze data, and build
and check models. The course will also take the mystery out of DOE:
You will understand the DOE essentials; learn how to plan, set up,
conduct, and analyze a two-level factorial experiment; work with
fractional factorial designs; identify the variables that have the
greatest impact on product-level quality; and build on test results
to continuously improve all product stages.
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TARGET
AUDIENCE
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COURSE LENGTH AND COST
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Anyone responsible for improving processes and products, including managers, engineers,
supervisors, quality assurance personnel, technicians, and machine operators.
Prerequisite: All attendees are assumed to have a working knowledge of
basic SPC and should also bring a hand calculator for problem solving.
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Length: 2 days
Time: 8:00 a.m. - 4:00 p.m.
Please see our
public training schedule for prices,
dates and locations.
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WHAT’S
COVERED
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PROGRAM
1. EXPERIMENTAL DESIGN CONCEPTS
• Continuous Improvement
• Anatomy of DOE
• Principles of Conduct
2. TWO-LEVEL FULL FACTORIAL EXPERIMENTS
• Factorial Designs
• Conduct
• Analysis
• Catalog
• Using the Worksheets
3. DEFINING THE PROBLEM AND ITS FACTORS
4. JUDGING THE IMPORTANCE OF EFFECTS
• Location
• Variance
• Proportion
5. DESIGNING THE EXPERIMENT AND CHOOSING THE ORTHOGONAL ARRAY
6. TWO-LEVEL FRACTIONAL FACTORIAL DESIGNS
7. SCREENING DESIGNS
• Packett-Burman
• Taguchi
• Improving Resolution
8. ANALYSIS AND OPTIMIZATION
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