Level of study
BAC +5
ECTS
3 credits
Component
Faculty of Science
Hourly volume
18h
Description
Design of experiments are part of the quality approach. It is a method of conducting tests and analyzing data that saves time and money. This is why it is very useful in the industry.
The emphasis is on understanding the basics.
It is an interactive course, with an approach by example.
Objectives
Provide a good understanding of the fundamentals of the technique.
Convey the jargon associated with this technique.
Give good versatility and the ability to adapt quickly to the particular tools of the company.
But it is an introduction, we will not be able to pretend to be autonomous in so little time (we will see that there are risks).
Necessary pre-requisites
Basics of statistics (expectation, variance, standard deviation of a random variable)
Recommended Prerequisites:
Basics of materials and microelectronics (examples will be drawn from practical cases close to this field)
Knowledge control
Continuous control
Syllabus
Demonstration of the advantage of the method,
by comparing the measured effects and their uncertainty.
Method of analysis of a plan (data synthesis, "effects", "interactions", uncertainties and their presentation)
Method of linear interpolation between results.
Applications to "N^k complete factorial designs".
Introduction to "orthogonal fractional planes": interest and risks (notion of alias).
A 5-hour practical course allows us to apply this technique to the control of the thickness of a resin layer by spin-coating, measured by reflectometry.