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Training

Design of Experiments

Course ID DOX
Format Classroom

Learn the scientific method for designing and conducting effective experiments. You’ll identify the variables that have the greatest impact on product-level quality and use graphical techniques to analyze data.


Success is no accident with design of experiments (DOE). A strategically planned and executed experiment gives you a great deal of information about the effect on a response variable due to one or more factors. You'll get the basics of DOE from this course – scientific method, steps for designing and conducting effective experiments, and statistical and graphical tests for significance. You'll also learn to set up, conduct, and analyze two-level factorial designed experiments. After this course, you'll be able to identify what factors impact quality and what you can do to improve.

Course Data

  • CEU Hours: 1.9
  • Length: 19 Hours
  • ASQ RU: 1.9
  • Provider: ASQ - ILT
Course Overview

Learning Objectives:

  • Build a model and check that model.
  • Apply the foundation skills necessary to move on to more complex, multilevel designs.
  • Understand experimental analysis: main and interactive effects, experimental error, normal probability plots, identification of “active” efforts, and residual analysis.
  • Identify the variables that have the greatest impact on product-level quality.
  • Understand experimental design essentials, be able to plan an experiment (choose factors, levels, design matrices), and set up, conduct, and analyze a two-level factorial experiment.
  • Apply the fundamentals of designed experiments, including comparative experiments, process optimization, and multiple variable designs to continuously improve all product stages.
  • Know how to use simple graphical techniques to analyze data.

Prerequisites:

Participants should be able to work with high-school level algebraic formulas. Please note no special software is needed.

Who Should Attend:

Quality managers, quality engineers, SPC coordinators, consultants, design engineers, R&D personnel, and product/process engineers.

Outline
  1. Scientific method and the art of discovery purpose and types of designed experiments
  2. Basic statistics
  3. Comparative experiments
    1. Boy's shoe example
    2. Case study in experimental design
  4. Pilot Plan example
    1. In-class designed experiment
  5. Factorial design at two levels
  6. Main effects and interactions
  7. Basic principles of experimentation
  8. Normal probability plots
  9. Planning the experiment
  10. Experimental error
  11. In-class designed experiment
  12. Fractional factorial designs
  13. Conducting the experiment
  14. Analyzing the experiment
  15. Residual analysis
  16. Taguchi's quality philosophy and methodology
  17. Human aspects of designed experiments
Course Content / Main Topics % of Time
Learning basics: scientific methods, basic statistics, passive/active tools 10%
Application of designed experiments: comparative experiments and multiple
variable experiments
15%
Factorial design: planning and conducting the experiment, full factorial
designs, fractional factorial designs
45%
Experimental analysis: main and interactive effects, experimental error,
normal probability plots, identification of "active" efforts, residual analysis
25%
Taguchi designs: orthogonal arrays, analysis and comparisons to factorial
designs
5%
Details

Format


This is a three-day, instructor-led, face-to-face course.

Materials


Each participate will receive a course manual and a T130X-Scientific Calculator.
Cancellation Policy
ASQ reserves the right to cancel or re-schedule courses and to change instructors. Please be advised that in the event of a course cancellation, ASQ is not responsible for airfare penalties or other travel related expenses you may incur.
  • If you need to cancel, we will refund your paid registration fee as noted below.
    • Requests for cancellations/transfers received at least 5 business days before the start of the course receive a full refund/transfer.
    • Requests received within 5 business days of the course starting incur a $150 processing fee.
    • After the course starts, there are no refunds or transfers.
    • Registrants who fail to attend without advance notice are liable for the entire course fee.
    • If you cannot find a substitute, we can transfer your course fees to another ASQ course of your choice.
  • You must successfully complete the entire course or program before IACET CEUs and a Certificate of Completion can be awarded.
Instructors

Enrollment Details

Format: Classroom
Format: Classroom

An instructor-led traditional classroom experience. Classroom-based instruction involves the highest level of instructor/student interaction. We offer classroom style training in two formats. See public and on-site.

No Offerings Scheduled English List: $1499 Member: $1299

GROUP TRAINING


ON-SITE TRAINING FOR YOUR ORGANIZATION.


ASQ’s customized on-site training programs are the cost-effective way for you to train employees on your schedule. Training on-site minimizes the cost-per-student, reduces travel expenses, and ensures that the content is specific to your exact needs.

5 Benefits of On-Site Training

  1. Expertise to your location: Saves time and travel expenses
  2. Convenient scheduling: Train groups of five or more
  3. Customizable courses: Training tailored to your groups’ needs
  4. Immediate results: Employees complete courses ready to apply what they’ve learned
  5. Value-add support: Instructors available to answer questions after session