Laajuus: 5

Aikataulu: 12.09.2016 - 27.10.2016

Opetusperiodi (voimassa 01.08.2018-31.07.2020): 

II (autumn) 2018 - 2019
II (autumn) 2019 - 2020

Osaamistavoitteet (voimassa 01.08.2018-31.07.2020): 

After completing the course, a student can select proper modeling approach for specific practical problems, formulate mathematical models of physical systems, construct models of systems using modeling tools such as MATLAB and Simulink, and estimate the parameters of linear and nonlinear static systems and linear dynamic systems from measurement data.

Sisältö (voimassa 01.08.2018-31.07.2020): 

Basic modeling methods, including first principle modeling and data-driven modeling, for both static and dynamic systems: first principle modeling, black box modeling, regression methods, static parameter estimation for linear and non-linear systems, identification of linear time-invariant dynamical systems, model validation.

Toteutus, työmuodot ja arvosteluperusteet (voimassa 01.08.2018-31.07.2020): 

Home assignments.

Työmäärä toteutustavoittain (voimassa 01.08.2018-31.07.2020): 

Lectures, exercise sessions, independent study and problem solving, home assignments.

Contact hours: 24 + 12 h
Independent study: 94 h

 

Oppimateriaali (voimassa 01.08.2018-31.07.2020): 

Handouts/lecture slides, Ljung, Modeling of dynamic systems, 1994, additional book chapters.

Kurssin kotisivu (voimassa 01.08.2018-31.07.2020): 

https://mycourses.aalto.fi/course/search.php?search=ELEC-E8103

Esitiedot (voimassa 01.08.2018-31.07.2020): 

Programming in Matlab, Matrix and Linear Algebra, Basic course in Control Engineering or relevant knowledge.

Arvosteluasteikko (voimassa 01.08.2018-31.07.2020): 

0-5

Lisätietoja (voimassa 01.08.2018-31.07.2020): 

language class 3: English

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