Programplaner og emneplaner - Student
ACIT4810 Advanced Methods in Modelling, Simulation, and Control Course description
- Course name in Norwegian
- Advanced Methods in Modelling, Simulation, and Control
- Study programme
-
Master's Programme in Applied Computer and Information TechnologyMaster's Programme in Applied Computer and Information Technology, Elective modules
- Weight
- 10.0 ECTS
- Year of study
- 2020/2021
- Curriculum
-
FALL 2020
- Schedule
- Programme description
- Course history
-
Introduction
The course covers several aspects related to modelling, simulation and control. The focus is on industrial applications, implementation, real life problems, and hands-on experience. The course gives an overview of state-of-the-art techniques, and provides students with tools to analyse and solve further industrial and research problems. Strong emphasis is given to the use of numerical simulation and scientific programming with Matlab/Simulink or similar.
Recommended preliminary courses
Etter å ha gjennomført dette emnet har studenten følgende læringsutbytte, definert i kunnskap, ferdigheter og generell kompetanse:
Kunnskap
Studenten
- har grunnleggende kunnskap om ulike former for kreativ ideutvikling
Ferdigheter
Studenten
- kan dokumentere egen kreative arbeidsprosess fra idé til resultat
- kan anvende ulike strategier for å utvikle ideer
Generell kompetanse
Studenten
- kan gjennomføre en prosess fra idé til ferdig produkt slik at designet understøtter innholdet
Required preliminary courses
No formal requirements over and above the admission requirements.
Learning outcomes
Upon successful completion of the course, the student:
Knowledge:
- is familiar with data-driven dynamic modelling methods
- is familiar with state estimation techniques
- is familiar with multivariable feedback control algorithms
- is familiar with predictive control algorithms
Skills:
- can obtain dynamic models with data-driven dynamic modelling methods for a chosen industrial application
- can implement some techniques for state estimation
- can implement some multivariable feedback control algorithms
- can implement some predictive control algorithms
- can choose an advanced control algorithm suitable for a chosen industrial application.
- can implement and test the algorithm in a simulation environment.
General competence:
- can evaluate different methods for advanced control for a chosen industrial application.
- can choose a suitable method, develop and implement it for a chosen industrial application.
Content
Emnet går over en periode på 3 - 4 uker med undervisning ca. en kveld i uken. Den omfatter 60 timer. Av disse er om lag 12 timer undervisning og veiledning med kurslærer.
Det vil bli gitt undervisning og veiledning i alle sentrale deler av fagområdene, og det forutsettes at studentene tilegner seg teoretisk innsikt og praktiske ferdigheter gjennom varierte læringsformer som forelesninger, diskusjoner, veiledning, selvstudium og praktisk arbeid. Studentene skal arbeide med å analysere, reflektere, vurdere og formulere faglige og metodiske problemstillinger.
Teaching and learning methods
Weekly lectures and exercises, one project work in groups of between 2 - 5 students. Two guest lectures on selected topics given by experts from industry and academia.
Course requirements
The following required coursework must be approved before the student can take the exam:
Four individual compulsory assignments and one group project. The project groups will be between 2 and 5 students. The resulting project report is about 15-25 pages.
Assessment
Exam autumn 2020 due to Covit-19:
3 days written digital home exam.
The exam grade can be appealed.
In the event of a resit or rescheduled exam, an oral examination may be used instead. In case an oral exam is used, the examination result cannot be appealed.
[Exam earlier]:
Written exam, 3 hours.
The exam grade can be appealed.
In the event of a resit or rescheduled exam, an oral examination may be used instead. In case an oral exam is used, the examination result cannot be appealed.
Permitted exam materials and equipment
Aids autumn 2020:
All aids allowed
[Aids earlier:]
Open book exam, computer with MATLAB and Simulink.
Grading scale
For the final assessment a grading scale from A to E is used, where A denotes the highest and E the lowest pass grade, and F denotes a fail.
Examiners
Two internal examiners. External examiner is used periodically.
Course contact person
Ingen ut over opptak til studiet.