SUMMARY
Learn all the major elements of DOE process. Learn how to develop and implement DOE in your organization.
Understand the philosophy behind DOE
BENEFITS
Design of Experiments will result in more robust products for your customers.
Bring new designs and product changes to the marketplace sooner
Avoid "spinning your wheels" on needless testing and revisions.
Identify and reduce wasted design effort
PROGRAM OUTLINE
SECTION 1 - INTRODUCTION TO DOE
Background
Quality Engineering and the Fundamental Issues Regarding Quality
SECTION 2-QUALITY LOSS FUNCTION
What is Quality?
Types of Output Characteristics
Interpretation of Loss
Nominal Quality Loss Function - the Best
Justifying Quality Improvement
SECTION 3 - QUALITY ENGINEERING
Quality Control Off-Line/On-Line
Noise
One Factor at a Time
Full Factorial
Orthogonal Array
Analysis by Response Table
Optimal Combination for Quality and Cost
SECTION 4 - MEAN ANALYSIS AND ORTHOGONAL ARRAYS
Mean Analysis
Experimental Design and Layout
Constructing a Response Table
Recommendation for Optimization
Additivity of Effects
Confirmation Run
Interaction Between Control Factors
Interactive Effects
Interaction in Orthogonal Arrays
Strategies Regarding Control Factor Interactions
Additive Characteristics
Proper Selection Of Control Factors and Levels
SECTION 5 - SELECTION OF OUTPUT CHARACTERISTICS
Guidelines for Selecting Output Characteristics
Preference of Output Characteristics
SECTION 6 - PARAMETER DESIGN
The Signal-to-Noise Ratio
Strategies Dealing with Noise Factors
Signal-to-Noise Ratio for Smaller-the-Better
SECTION 7 - INTRO TO DYNAMIC CHARACTERISTICS
What are Dynamic Characteristics?
Non-Dynamic and Dynamic Characteristics
Dynamic Characteristics in Product Design
Dynamic Characteristics in Measurement Engineering
SECTION 7 - INTRO TO DYNAMIC CHARACTERISTICS Cont.
Three Requirements of Dynamic Characteristics
Improvement of a Measuring System - Parameter Design
Technological Development - Transformability
• AS/TE/ISO/QS 9000
• QOS
• Process Mapping •
• Changeover Time Reduction
• Supply Chain Management •
• Constraints Management
• Kaizen
• DOE
• APQP/FMEA/APPAP •
• Internal Auditing
• Statistical Process Control (SPC)
• Toyota Production Systems •
