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> Studies

Design of experiments- DOE - 4PMPPEX9

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  • Number of hours

    • Lectures : 14.0
    • Tutorials : 14.0
    • Laboratory works : 0
    • Projects : 0
    • Internship : 0
    ECTS : 2.0

Goals

Concepts and use of the methodology of designs of experiment (DOE)

Level : Basic

Contact Francis BAILLET

Content

  • 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

Tests

Continuous Control (CC) + written examination (2h) on PC

Calculation of the rating: 25% + 75% CC DS



Examen Ecrit sur PC : 75%
Contrôle Continu : 25%

Additional Information

Curriculum->EPEE->Semester 8
Curriculum->Master Electrochimie et Procédés->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.

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Date of update March 19, 2019

Grenoble INP Institut d'ingénierie Univ. Grenoble Alpes