EPN-V2

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 Technology
Master's Programme in Applied Computer and Information Technology, Elective modules
Weight
10.0 ECTS
Year of study
2025/2026
Curriculum
FALL 2025
Schedule
Programme description
Course history

Introduction

An individual project report between 5000 and 10000 words, not counting code appendix.

The exam can be appealed.

New/postponed exam

In case of failed exam or legal absence, the student may apply for a new or postponed exam. New or postponed exams are offered within a reasonable time span following the regular exam. The student is responsible for registering for a new/postponed exam within the time limits set by OsloMet. The Regulations for new or postponed examinations are available in Regulations relating to studies and examinations at OsloMet.

Recommended preliminary courses

Basic course in control theory, linear systems and system dynamics. Basic understanding of matrix algebra, statistics, and programming using MATLAB or similar.

Required preliminary courses

All aids are permitted, provided the rules for plagiarism and source referencing are complied with.

Learning outcomes

Grade scale A-F.

Content

  • Systematic approach to dynamic modeling
  • Linearization of nonlinear models
  • Data driven dynamic modelling (system identification)
  • State estimation
  • Model-based PID-tuning methods
  • Multivariable control methods
  • Predictive control algorithms
  • Implementation, testing and validation with numerical simulation.

Teaching and learning methods

One internal examiner. External examiners are used periodically.

Course requirements

  • The Python programming language
  • Scientific Programming using Python
  • Automating tasks using Python
  • Git

Assessment

The assessment will be based on two part-exams:

1) Individual project report (4000-6000 words). The project report counts 80% of the final grade.

2) Individual project presentation (10 minutes). The oral examination counts 20% of the final grade

Both exams must be passed in order to pass the course.

The oral examination cannot be appealed.

New/postponed exam

In case of failed exam or legal absence, the student may apply for a new or postponed exam. New or postponed exams are offered within a reasonable time span following the regular exam. The student is responsible for registering for a new/postponed exam within the time limits set by OsloMet. The Regulations for new or postponed examinations are available in Regulations relating to studies and examinations at OsloMet.

Permitted exam materials and equipment

All aids (a computer with MATLAB and Simulink included) are permitted, provided the rules for plagiarism and source referencing are complied with.

Grading scale

Grade scale A-F.

Examiners

Two internal examiners. External examiner is used periodically.

Course contact person

Professor Tiina Komulainen