Systems Modelling System Identification
|
Type |
Compulsory |
| Semester | winter |
| Contact hours | 16 |
| Number of credits | 2 |
| Type of termination | Report |
| Form | Lectures + exercises |
| Lecturers | Kan Paul van Dr Mala, Hatim MEng Poelmans Frank MSc |
| Anotation |
TARGET
Data use. Parameter estimation. Sensitivity analysis. Validation
CONTENT
The student is able to demonstrate understanding of systems identification on an introductory level regarding data and model structure.
The student is able to estimate parameters in a linear systems model from real measurement data using (weighted) least-squares methods.
The student is able to evaluate a model structure based on output data and goodness of fit.
Dimensions of assessment:
• Knowledge and understanding (Analyzing)
• Applying knowledge and understanding (Design)
Study materials
• Lecturing material and hand-outs, available on Onderwijs Online
• Norman S. Nise, Control Systems Engineering, Wiley, 6th edition, 2011
• K. Keesman, System Identification, Springer, 2010
News
03/17/2023
Graduation ceremony - March 202301/20/2020
State exams - February 202005/17/2019
Picnic at CTU in Prague the 28th May 2019CTU
Czech Technical University in Prague
Address
Technicka 4
16607 Prague 6
Czech republic
Phone:
+420 224 352 499
Fax:
+420 224 352 500
E-mail:
gabriela.achtenova@fs.cvut.cz
ITB – Institut Teknologi Bandung
Faculty of Mechanical and Aerospace Engineering
Address
Jl. Ganesa 10
40132 Bandung
Indonesia
Phone:
+62-22-2504243
Fax:
+62-22-2534099
E-mail:
aim@ftmd.itb.ac.id
TU Chemnitz
Technische Universität Chemnitz Fakultät für Maschinenbau
Address
Reichenhainerstr. 70, A016
D-09126 Chemnitz
Deutschland (Germany)
Phone:
+49 371 531 31079
Fax:
+49 371 531 831079
E-mail:
Christian.schmidt@mb.tu-chemnitz.de
HAN – Hogeschool van Arnhem en Nijmegen
Institut of Automotive Engineering and Management
Address
Ruitenberglaan 29
NL-6802 CC Arnhem
The Netherlands
Phone:
+31 (0)6 55 20 88 19
Phone:
+31 (0)26 365 82 15
Fax:
E-mail:
joke.westra@han.nl
ENSTA Bretagne
Ecole Nationale Supérieure de Techniques Avancées Bretagne
Address
2, rue Francois Verny
F-29806 Brest Cedex 9
France
Phone:
+33 (0)2 98 34 89 11
Fax:
+33 (0)2 98 34 88 00
E-mail:
yann.marco@ensta-bretagne.fr
E-mail:
eliane.fonseca@ensta-bretagne.fr
CTU in Prague
Coordinator of MAE
Gabriela Achtenová
gabriela.achtenova@fs.cvut.cz
IT Bandung | Head of Mechanical
Design Research Group
Andi Isra Mahyuddin
aim@ftmd.itb.ac.id
TU Chemnitz
Coordinator of MAE
Diana Lohse
diana.lohse@mb.tu-chemnitz.de
HAN in Arnhem
Masters program manager
Kea Bouwman
Kea.Bouwman@han.nl
ENSTA Bretagne
Coordinator of MAE
Yann Marco
yann.marco@ensta-bretagne.fr