151-0573-00L  System Modeling

SemesterAutumn Semester 2019
LecturersL. Guzzella
Periodicityyearly recurring course
Language of instructionEnglish



Courses

NumberTitleHoursLecturers
151-0573-00 VSystem Modeling2 hrs
Wed08:15-10:00HG E 7 »
L. Guzzella
151-0573-00 USystem Modeling
Groups are selected in myStudies.
Di 13-14, Di 16-17 oder Do 8-9 gemäss Gruppeneinteilung.
Die Übungen finden ab der zweiten Semesterwoche statt.
2 hrs
Tue13:15-14:00ETZ E 6 »
13:15-14:00LFW C 5 »
16:15-17:00CAB G 11 »
16:15-17:00CHN G 42 »
Thu08:15-09:00HG E 1.1 »
08:15-09:00LFV E 41 »
12.11.13:15-14:00LFO C 13 »
L. Guzzella

Catalogue data

AbstractIntroduction to system modeling for control. Generic modeling approaches based on first principles, Lagrangian formalism, energy approaches and experimental data. Model parametrization and parameter estimation. Basic analysis of linear and nonlinear systems.
Learning objectiveLearn how to mathematically describe a physical system or a process in the form of a model usable for analysis and control purposes.
ContentThis class introduces generic system-modeling approaches for control-oriented models based on first principles and experimental data. The class will span numerous examples related to mechatronic, thermodynamic, chemistry, fluid dynamic, energy, and process engineering systems. Model scaling, linearization, order reduction, and balancing. Parameter estimation with least-squares methods. Various case studies: loud-speaker, turbines, water-propelled rocket, geostationary satellites, etc. The exercises address practical examples.
Lecture notesThe handouts in English will be sold in the first lecture.
LiteratureA list of references is included in the handouts.

Performance assessment

Performance assessment information (valid until the course unit is held again)
Performance assessment as a semester course
ECTS credits4 credits
ExaminersL. Guzzella
Typesession examination
Language of examinationEnglish
RepetitionThe performance assessment is only offered in the session after the course unit. Repetition only possible after re-enrolling.
Mode of examinationwritten 135 minutes
Written aids40 A4 pages (20 A4 sheets of paper); no additional aids (no calculators, smart phones, etc.)
This information can be updated until the beginning of the semester; information on the examination timetable is binding.

Learning materials

 
Main linkCourse website
Only public learning materials are listed.

Groups

151-0573-00 USystem Modeling
GroupsG-01
Tue13:15-14:00ETZ E 6 »
G-02
Tue13:15-14:00LFW C 5 »
12.11.13:15-14:00LFO C 13 »
G-03
Tue16:15-17:00CAB G 11 »
G-04
Tue16:15-17:00CHN G 42 »
G-05
Thu08:15-09:00LFV E 41 »
G-06
Thu08:15-09:00HG E 1.1 »

Restrictions

There are no additional restrictions for the registration.

Offered in

ProgrammeSectionType
Electrical Engineering and Information Technology MasterSpecialisation CoursesWInformation
Electrical Engineering and Information Technology MasterRecommended SubjectsWInformation
Computer Science Bachelor5. SemesterWInformation
Mechanical Engineering BachelorElectivesWInformation
Mechanical Engineering MasterMechanics, Materials, StructuresWInformation
Mechanical Engineering MasterRobotics, Systems and ControlWInformation