370.100 Advanced methodological approaches to optimization: application examples in energy system modelling
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2024S, VU, 2.0h, 3.0EC, to be held in blocked form

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VU Lecture and Exercise
  • Format: Presence

Learning outcomes

After successful completion of the course, students are able to understand selected methodological approaches to the modeling of energy systems and to apply them to answer questions in energy economics. In addition, students are able to independently implement optimization models conceptually, mathematically and source code specific.

Subject of course

Unit 1: Linear and mixed-integer optimization approaches

Unit 2: Stochastic optimization and robustness of solutions - Modeling under uncertainty

Unit 3: Game theory in the energy industry

Unit 4: Complex optimization problems and their decomposition: "Benders' decomposition theory"

Teaching methods

See contents of the course

Mode of examination

Written and oral

Additional information

Lectures will be held on the following dates: 

03. May

17. May

24. May

07. June

14. June

21. June

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Fri10:00 - 12:0001.03.2024 - 28.06.2024EI 6 Eckert HS Vorlesung mit Übung
Advanced methodological approaches to optimization: application examples in energy system modelling - Single appointments
DayDateTimeLocationDescription
Fri01.03.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri08.03.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri15.03.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri22.03.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri12.04.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri19.04.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri26.04.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri03.05.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri17.05.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri24.05.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri31.05.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri07.06.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri14.06.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri21.06.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Fri28.06.202410:00 - 12:00EI 6 Eckert HS Vorlesung mit Übung
Course is held blocked

Examination modalities

The overall score (100% of the possible achievable total points) consists of 2 parts:

60% of the total points can be obtained from the 4 exercise examples (15% per exercise), which are to be worked out and submitted during the course.

40% of the total points can be obtained in the oral examination at the end of the semester. This exam consists of 4 questions (10% each), where the basic principles of the methods are tested.

Course registration

Begin End Deregistration end
01.02.2024 00:00 03.05.2024 12:00

Curricula

Study CodeObligationSemesterPrecon.Info
710 FW Elective Courses - Electrical Engineering Elective

Literature

The following materials are available for download on TISS:

- Presentation slides per lecture unit

- All necessary documents for the exercises (e.g., source code files)

Previous knowledge

- Basic knowledge of the parallel course "373.011 Energy Models and Analyses"

- Analytical thinking skills and willingness to learn independent source code development in Python must be present

Accompanying courses

Language

German