Search Log in FR EN

Plans d'expériencesEA: Systèmes avancés 1 (MRI)

FISE MRI Semester 7 EA: Advanced Systems Machine translation

Experimental Designs

Teaching unit EA: Advanced Systems 1 · M07A_SAV1
10ECTS (EU)
2Coefficient
21:20Hours

Séquencement

C TD C TD C TD C TD C TD C TD C TD C TD

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.VerbDescriptionLevel
C3_2implementexperiment3