WORKSHOP OBJECTIVE
This two-day workshop serves as a broad introduction to
designed experiments including fractional factorial (screening
experiments) and response surface studies. It further teaches you to
perform one type of designed experiment called a screening experiment. A
screening experiment is a systematic approach to identifying the key input
parameters of a process or product that affect the output performance. You
will become proficient at designing, analyzing and interpreting screening
experiments by working three real-life problems. Using the SCREEN software
package provided in the class, you will determine the correct experimental
design plan and analysis approach for the problems presented. You will
then generate and analyze the data and interpret the results. Use of the
software allows the course to concentrate on the strategies and
interpretation of designed experiments rather than the mathematics.
Finally, through a series of case studies, you
will develop an appreciation for other types of designed experiments
including response surface studies and Taguchi methods. This will prepare
you for participating on a team running one of these other types of
experiments. In this workshop, you will learn:
- The advantages of using experimental design over trial and error
methods
- How to design a screening experiment using the software provided in
the class
- How to analyze a screening experiment using the software provided in
the class
- How to interpret the results and optimize the output performance of
a process or product
- About other types of designed experiments and be capable of serving
on a team responsible for designing such a study
INTENDED AUDIENCE
This course is designed for those managers, engineers and scientists
responsible for developing or improving products and processes. No
previous exposure to designed experiments is required. The attendee should
be familiar with such statistical concepts as the normal distribution and
standard deviations.
WORKSHOP OUTLINE
- Introduction
- SPC Review and Exercise 1: RF Heat Sealer
- Principles of Screening Experiments
- Designing a Screening Experiment
- Analyzing a Screening Experiment and Exercise 2: RF Heat Sealer
Revisited
- Special Design Topics
- Running a Screening Experiment
- Special Analysis Topics and Exercise 3: Sonic Sealer
- Uses of Screening Experiments and Exercise 4: Flo-Former
- Wrap-up
COURSE MATERIALS
Participants receive course manual and copy of Windows
software package SCREEN for designing and analyzing screening
experiments.