Phelma Formation 2022

EU Digital methods 2 - 4PUPMNU2

  • Number of hours

    • Lectures 16.0
    • Projects 0
    • Tutorials 0
    • Internship 0
    • Laboratory works 28.0
    • Written tests 0

    ECTS

    ECTS 4.0

Goal(s)

Use of basic statistical methods for process study and control, or as a prelude to other modules (design of experiments, quality, control charts).

Contact Raphael BOICHOT

Content(s)

  • Basic reminders (populations, samples, distributions, mean, mode, etc.)
  • Statistical tests
  • Sequential tests, graphs
  • Analysis of variance (ANOVA)
  • Regressions
  • Methodology of Design of Experiments (DoE)
  • Screening, Response Surface Methodology, Prediction and Optimization
  • Linear response model without interaction: Hadamard matrices
  • Linear model with interactions: full and fractional factorial designs at 2 levels, Taguchi orthogonal arrays at 2 levels, search for optimum direction
  • Quadratic model: 3-level factorial designs, central composite designs, other designs, localization of optimum
  • Optimization of multiple responses: overlay of isoresponse curves, weighted additive response, desirability coefficient


Prerequisites

Mathematics for Engineers, Numericam Methofs

Test

3-hour computer-based exam (75%) + continuous assessment (25%)



Additional Information

This course brings 2.0 ECTS to students in Engineer APPRENTISSAGE MEP 2Y

Course list
Curriculum->Apprentissage MEP->Semester 8
Curriculum->EPEE->Semester 8
Curriculum->Master->Semester 8

Bibliography

  • Introduction to Statistical Methods, Design of Experiments and Statistical Quality Control
    -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.