Showing posts with label designing an experiment. Show all posts
Showing posts with label designing an experiment. Show all posts

Thursday, June 16, 2011

Design of Experiments Process


The objectives for conducting a designed experiment are the following:
  • Find the most important factors/variables affecting a response(s).
  • Determine the best settings to improve the response(s) for the important factors.
  • Determine the cost effective settings for the factors that are not important.
  • Provide the required information in a timely, efficient and cost effective manner.
The Elements of an Experiment

The Design of Experiments Process

Benefits
  • Manufacturing Cost Savings
    • Scrap
    • Inspection
    • Rework Losses
    • Capital Material
    • Variation
  • Design Cost Savings
    • Delivery Cycle
    • Engineering Design Charges
    • Assembly Material, Labor and Overhead
    • Total Product Cost
  • Marketing Cost Savings
    • Properly allocate resources
    • Stop spending on Promotions that Don’t Work
    • Better understand what makes Customers choose your business
Key Strengths
  • Robustness against uncontrollable factors
  • Obtains required information in a cost effective manner
  • Identifies factors for cost savings
  • Results are reproducible
  • Can improve quality without incurring capital and material cost increases
  • Separates the Vital Few from the Trivial Many
To get started we offer a Design of Experiments Basics Course