Number of hours
- Lectures 8.0
- Projects 0
- Tutorials 12.0
- Internship 0
- Laboratory works 0
ECTS
ECTS 2.0
Goal(s)
Concepts and use of the methodology of designs of experiment (DOE)
Level : Basic
Contact Raphael BOICHOTContent(s)
- Introduction : Place des Plans d'Expériences dans la recherche de la Qualité totale et la méthodologie expérimental
- Screening, Response Surface Methodology, Prediction and Optimisation
- Linear model without interaction: Hadamard matrix,
- Linear model with interactions: 2-level full and fractional factorial designs, Taguchi orthogonal arrays with 2 levels, searching optimum direction
- Quadratic model: 3-level full factorial designs, central composite designs in a cube or a sphere, other designs, research of optimum location.
- Optimizing multiresponses: contourplots superimposition, weighted additive response, desirability coefficient
- Response analysis and statistical model validation, DOE softwares
Prerequisites
Notions of applied statistics
Test
Continuous Control (CC) + written examination (2h) on PC
Codes, notebook and lectures allowed
Calculation of the rating: 25% + 75% CC DS
*Session 1 présentielle
**Examen Ecrit sur PC : 75%
**Contrôle Continu : 25%
*Session 2 présentielle
**Examen Ecrit sur PC 75%
- Contrôle continu 25%
- Session1 : distancielle
**Examen Ecrit sur PC : 50%
**Contrôle Continu : 50%
*Session 2 distancielle
**Examen Ecrit sur PC 50%- Contrôle continu 50%
Additional Information
This course brings 1.5 ECTS to students in UE Energy and Processes
This course brings 1.5 ECTS to students in UE Materials and Processes
This course brings 1.5 ECTS to students in UE Materials and Processes
Course list
Curriculum->EPEE->Semester 8
Curriculum->Apprentissage MEP->Semester 8
Curriculum->Master->Semester 8
Bibliography
- BOX, G.E.P., DRAPER, N. (1987). Empirical model-building and response surfaces. John Wiley, NY.
- GOUPY J. (2005). Pratiquer les plans d'expériences, Dunod
- MONTGOMERY, D.C., (1991) Design and analysis of experiments, 3rd ed., John Wiley, NY.