Number of hours
- Lectures 8.0
- Projects -
- Tutorials 4.0
- Internship -
- Laboratory works -
- Written tests 2.0
ECTS
ECTS 0.25
Goal(s)
The aim of the teaching is the elaboration of an optimal study strategy designed to model, in a minimal number of experiments, a set of answers able to describe a given process with the objective of the empirical description of the phenomena involved or optimization of the operating conditions.
The economic objective of the proposed methodology is to concretely lead to an experimental study given to financial gains through combined reduction of study time, required subjects and personnel involved.
Content(s)
1 Introduction to Empirical Modeling and Experiment Plans
1.1 Empirical Models, Response Surfaces, and Isoréponses Curves
1.2 Objectives and model choices
1.3Introduction to the experimental plans
2 Linear models without interaction
2 .1Coded variables
2.2 Hadamard matrices; Shots of Plackett and Burman
2.3 Study of a concrete case
3 Linear models with all interactions and complete factorial maps at 2 levels
3.1 Introduction to complete factorial plans on a concrete case
3.2 Complements on the construction of complete factorial plans
4
Linear models with limited interactions, 2-level complete factorial maps and Taguchi Orthogonal Tables
4.1 Introduction to the concepts of confusion, aliases and generators
4.2 Construction Principle of Fractional Factorial Designs
4.3 Construction of Orthogonal Tables of Taguchi
4.4 Study of a concrete case: from brainstorming to the experimental plan
5 Introduction to 2nd degree models
Test
EXAM
Calendar
The course exists in the following branches:
- Curriculum - MAT - Semester 8
Additional Information
Course ID : KAMA8M15
Course language(s): 
You can find this course among all other courses.
Bibliography
6 Références bibliographiques
BOX, G.E.P., HUNTER, W.G., HUNTER, J.S. (1978). Statistics for experimenters,Wiley, NY.
BOX, G.E.P., DRAPER, N. (1987). Empirical model-building and response surfaces Wiley, NY.
SADO, G., SADO, M.C. (1991). Les plans
d'expériences - De l'expérimentation à l'assurance qualité, AFNOR
VIGIER, M. (1991), Pratique des plans d'expériences, méthodologie Taguchi, Les éditions de l'Organisation, Paris.
BENOIST, D., TOURBIER, Y., GERMAIN-TOURBIER, S. (1994), Plans d'expériences : construction et analyse, tec-Doc, Lavoisier, Paris
J. GOUPY, J. (2005), Les plans d'expériences par la pratique, Dunod, Paris