Course MV-TD-86062-K-4
Modeling, simulation and optimization in process engineering (1V+1U, 3.0 LP)
Course Type
SWS | Type | Course Form | CP (Effort) | Presence-Time / Self-Study | |
---|---|---|---|---|---|
- | K | Lecture with exercise classes (V/U) | 3.0 CP | 62 h | |
1 | V | Lecture | 14 h | ||
1 | U | Lecture hall exercise class | 14 h | ||
(1V+1U) | 3.0 CP | 28 h | 62 h |
Basedata
Contents
- Balance equations
- Algebraic systems
- Differential equations
- Simulation of ODEs
- Flow sheet simulation
- Linear and nonlinear optimization
- Mixed integer optimization
- Pareto optimization
Competencies / intended learning achievements
1. Lecture
Students will be able to
- compare modeling, simulation and optimization
- enumerate basic principles of modeling
- explain simulation techniques
- identify optimization problems and explain optimization approaches
2. Exercise:
Students will be able to
- apply the methods discussed in the lecture independently
- describe process engineering problems with models and implement them in suitable software
- implement problem specific simulation techniques
- implement and solve optimization problems
- solve problems independently and in teamwork
- present and discuss results in small groups
Literature
- Biegler et al: Systematic Methods of Chemical Process Design, Prentice Hall, 1997
- Engeln-Müllges et al: Numerik-Algorithmen: Verfahren, Beispiele, Anwendungen, Springer Heidelberg, 2011
- Ullmann’s Modeling and Simulation, Wiley-VCH, Weinheim, 2007.
Materials
Blackboard, demonstration of the methods with the help of interactive computer examples, computer exercises
Requirements for attendance (informal)
Recommended:
Modules:
- [MAT-00-01-M-1] Higher Mathematics I (M, 8.0 LP)
- [MAT-00-02-M-1] Higher Mathematics II (M, 8.0 LP)
- [MV-FDT-B139-M-2] Higher Mathematics (M, 16.0 LP)
- [MV-TD-18-M-4] Thermodynamics I (M, 5.0 LP)
Requirements for attendance (formal)
None
References to Course [MV-TD-86062-K-4]
Module | Name | Context | |
---|---|---|---|
[MV-TD-298-M-4] | Modeling, simulation and optimization in process engineering | P: Obligatory | 1V+1U, 3.0 LP |
[PHY-SP-5-M-7] | Schwerpunktmodul Thermodynamik | WP: Obligation to choose | 1V+1U, 3.0 LP |
Notes on the module handbook of the department Mechanical and Process Engineering
Ausnahmen: