Mathematical modelling (2024)
Course manager
Kresten Troelstrup Meisler
Semester schedule
Spring (13-week period)
ECTS
5
Language of instruction
English
Course type
Compulsory
Qualifications
Competences corresponding to participation in the courses – Mathematics 1, enzyme technology and Chemical engineering – are recommended.
Objectives
Computer-based calculation methods are – to a great extent – applied for the purposes of performing engineering modelling and analysis of complex physical, chemical, biotechnological and process-technological interrelations. For the purpose of obtaining the maximum benefit from such calculation methods, it is important to possess detailed knowledge about the theoretical background. Mathematical modelling is targeted at familiarising the students with the part of mathematics that constitutes the foundation for these advanced computer-based calculation methods.
Content
- Ordinary differential equations
- Systems of ordinary differential equations
- Laplace transformations
- Transfer functions
- Modelling and simulation of chemical, mechanical, and biological systems by use of Python
Learning targets
On completion of the course, the student is expected to be able to:
Knowledge
- Understand and explain the principles of the set-up and solution of differential equations and systems thereof
- Understand and explain Laplace transformations and transfer functions
Skills
- Convert physical conditions into a mathematical model by way of an equation and/or a system of equations
- Apply Laplace transformations in the solution of differential equations
- Set up and solve nth order differential equations
- Investigate relations in data through statistical methods
- Set up and apply mathematical models for calculation and simulation of relevant parameteres for chemical, biological, thermal or mechanical systems.
Competences
- Master different solution techniques for various types of differential equations/systems of differential equations
Teaching method
Seminars and problem solution.
Qualifications for examination participation
- Approval of all written assignments
All shall be executed and submitted pursuant to guidelines set out by the course manager.
Examination and aids
Written examination. Duration of examination: 4 hours.
Permitted aids: Text book, notes and mathematical program/spreadsheet.
Google Colab and Google Drive are permitted. No other internet access is allowed.
The form of examination at a 3rd attempt may vary from the above.
Marking
External
Grading
7-point grading scale