Plans d'expériencesEA: Systèmes avancés 1 (MRI)
Experimental Designs
Séquencement
Learning objectives
Give the engineer student the efficient tools (cost, time) to optimize the development of causal relationships requiring experimentation.
Prerequisites
Basic knowledge in statistics (variance, bias, estimation) and linear algebra.
Program
Justification of the need for the engineer to establish causal relationships with a new gender, since quantitative,
Highlighting the defects of the natural method of experimentation which consists of varying a parameter "all things equal elsewhere", called "OFAT" method (One Factor at Time ),
Common discovery of orthogonal strategies,
Identification of the industrial limits of these orthogonal and "ready-to-use" strategies alone,
Discovery of so-called "tailored" strategies through D-Optimality,
Approach illustrated by many examples and implementation on classic spreadsheet as well as demonstration on specific software.
Assessment
Authorized calculator
References
Schimmerling, Paul; Sisson, Jean-Claude; Zaidi, Ali; Deniélou, Guy, "Pratique des plans d'expérience", Tec and Doc - Lavoisier
Skills
1| Ref. | Verb | Description | Level |
|---|---|---|---|
| C3_2 | implement | experiment | 3 |