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Module Number:
| 13515
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| Module Title: | Advanced Methods in Process, Energy and Systems Engineering |
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Erweiterte Methoden zur Prozessmodellierung und Optimierung in der Energie- und Verfahrenstechnik
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| Department: |
Faculty 3 - Mechanical Engineering, Electrical and Energy Systems
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| Responsible Staff Member: | -
Prof. Dr.-Ing. Arellano-Garcia, Harvey
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| Language of Teaching / Examination: | English |
| Duration: | 1 semester |
| Frequency of Offer: |
Every summer semester
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| Credits: |
6
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| Learning Outcome: | The module requires a basic background in calculus and linear algebra, thus allowing easy understanding of mathematical reasoning. In addition, numerous examples in process, energy, environmental and systems engineering will demonstrate key concepts and algorithms. The practical exercises will involve theoretical derivations and small-size numerical problems in modelling systems like matlab, python, octave, GAMS thus putting knowledge into practice. |
| Contents: | This module will teach approaches to modelling and optimization frameworks to address the complex process and energy problems, which arise in design and operation of process and energy systems in an integrated way. Moreover, the presented theoretical and methodological concepts are joined conceptionally with optimal designed experiments to adjust the fundamental mathematical models and to validate the developed process concepts. The taught methods are of generic character, and thus, producing optimal design and operational plans for process and energy systems ranging from microscale to mega-scale stages over operative time horizons from milliseconds to years. The approaches to be discussed will mainly be around superstructure-based modelling, mixed-integer linear and nonlinear programming, multiobjective optimization, optimization under uncertainty, and life-cycle assessment. The presented case studies will be around advanced process systems for renewable energy conversion, separation and reaction systems as well as biotechnological production systems. |
| Recommended Prerequisites: | - Basic backround in process engineering
- calculus and linear algebra
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| Mandatory Prerequisites: | None |
| Forms of Teaching and Proportion: | -
Lecture
/ 2 Hours per Week per Semester
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Exercise
/ 2 Hours per Week per Semester
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Self organised studies
/ 120 Hours
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| Teaching Materials and Literature: | - Script zur Vorlesung
- Advanced Optimization for Process Systems Engineering. Ignacio E. Grossmann, Cambridge University Press
- Optimization for Chemical and Biochemical Engineering: Theory, Algorithms, Modeling and Applications. Vassilios S. Vassiliadis, Walter Kähm, Ehecatl Antonio del Rio Chanona, Cambridge University Press
- Systematic Methods of Chemical Process Design. Lorenz T. Biegler, Ignacio E. Grossmann, Arthur W. Westerberg, Prentince Hall
- Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes. Lorenz T. Biegler, SIAM, 2010
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| Module Examination: | Final Module Examination (MAP) |
| Assessment Mode for Module Examination: | - Written Examination 90 min
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| Evaluation of Module Examination: | Performance Verification – graded |
| Limited Number of Participants: | None |
| Part of the Study Programme: | -
Master (research-oriented) /
Environmental and Resource Management /
PO 2011
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Master (research-oriented) /
Environmental and Resource Management /
PO 2021
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Master (research-oriented) - Double Degree /
Environmental and Resource Management /
PO 2021
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Abschluss im Ausland /
Maschinenbau /
keine PO
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Bachelor (research-oriented) /
Maschinenbau /
PO 2021
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Bachelor (research-oriented) - Co-Op Programme with Integrated Vocational Training /
Maschinenbau - dual /
PO 2021
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Bachelor (research-oriented) - Co-Op Programme with Practical Placement /
Maschinenbau - dual /
PO 2021
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Master (research-oriented) /
Umweltingenieurwesen /
PO 2021
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| Remarks: | - The module takes place as a block course
- The appointment will be announced in the current semester
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| Module Components: | - VL Advance Methods in Process, Energy and systems Engineering
- Ü Advance Methods in Process, Energy and systems Engineering
- P Advance Methods in Process, Energy and systems Engineering
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| Components to be offered in the Current Semester: | |
