Omfattning: 5

Tidtabel: 12.09.2016 - 27.10.2016

Undervisningsperiod (är i kraft 01.08.2018-31.07.2020): 

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

Lärandemål (är i kraft 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.

Innehåll (är i kraft 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.

Metoder, arbetssätt och bedömningsgrunder (är i kraft 01.08.2018-31.07.2020): 

Home assignments.

Arbetsmängd (är i kraft 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

 

Studiematerial (är i kraft 01.08.2018-31.07.2020): 

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

Kursens webbplats (är i kraft 01.08.2018-31.07.2020): 

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

Förkunskaper (är i kraft 01.08.2018-31.07.2020): 

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

Bedömningsskala (är i kraft 01.08.2018-31.07.2020): 

0-5

Tilläggsinformation (är i kraft 01.08.2018-31.07.2020): 

language class 3: English

Beskrivning