Läroplaner för studerande med studiestart hösten 2018

2018/2019 » Teknik och kommunikation » Master of Engineering, Automation Technology » Advanced Professional Studies » Specific Advanced Professional Studies » Linear and Nonlinear System Identification

Linear and Nonlinear System Identification

Utförandeplaner
Kod: TKV17AT03
Namn: Linear and Nonlinear System Identification
SP totalt: 5
Rekommenderad studiegång (SP): År 1: 5    År 2:     År 3:     År 4:     År 5:     
Förkunskaper: Prerequisites: TKV17AT01 and TKV17AT02
Kursspecifika kompetenser: Contents
Process understanding is the key to successful automation and control. This understanding must necessarily include the understanding of the dynamics governing the behavior of the system. The availability of big amounts of data for various systems makes it possible to identify both linear and non-linear models to fit the data. The course treats system identification with starting point in linear, time-invariant systems and moves on to time-varying, nonlinear large-scale systems. The aim is to understand the benefits of small-scale simple models, e.g. for control purposes, while at the same time have the capacity to derive large-scale models when such are deemed necessary.
Methods
Lectures, discussions and laboratory-based project work.
Kursspecifika kompetenser (fil):
Undervisningsspråk: Engelska
Ansvarig utbildning: Master of Engineering, Automation Technology
Anmärkningar:


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