Systems identification - 5AMAC527

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Number of hours
- Lectures : 12.0
- Tutorials : 6.0
- Laboratory works : 9.0
ECTS : 2.0

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....)

Contact Nathalie FULGET

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

Prerequisites

Tests

Additional Information

Course list

Curriculum->EIS (Apprenticeship)->Semester 5

Team->

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