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System identification theory - 4AMAC441

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  • Number of hours

    • Lectures : 12.0
    • Tutorials : 6.0
    • Laboratory works : 9.0
    • Projects : -
    • Internship : -
    • Written tests : -
    ECTS : 2.5
  • Officials : Nathalie FULGET

Goals

to introduce the theory and practice of physical systems identification
to describe and compare the differents identifications methods(non parametrics, least mean square, models methods....)

Content

steps in the pratical applications
experimental tests
signal analysis
identification
validation

local identifications methods
non parametrics methods
parametrics methods
model methods

Global identification , validation
protocols optimization

Tests



Calendar

The course exists in the following branches:

  • Curriculum - EIS - Semester 7
see the course schedule for 2020-2021

Additional Information

Course ID : 4AMAC441
Course language(s): FR

The course is attached to the following structures:

  • Team

You can find this course among all other courses.

Bibliography

"Pratique de l'identification", Jacques Richalet, Editions Hermès, 1991
"Modélisation et identification des processus" (Tome 1 et 2), Pierre Borne, Editions Tecnip, 1992
"Identification et commande des systèmes", Ioan Dore Landau, Editions Hermès, 1988
"System identification: theory for the user", Lennart Ljung, Editions Prentice Hall, 1987

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Date of update June 25, 2015

Université Grenoble Alpes