5 ECTS credits
140 h study time
Offer 1 with catalog number 4016476ENR for all students in the 1st semester at a (E) Master - advanced level.
First part (Ph. Bogaerts) : General introduction to mathematical modelling; Mathematical model structures (taxinomy and properties); Parameter estimation criteria (least squares, maximum likelihood); Case studies.
Second part (Second part (B. Scheid) : Scientific modeling is the process of generating abstract, conceptual, graphical and mathematical models. Through several examples of complex systems, the methodology of modeling developed in this course will consist in (i) understanding how these systems work, (ii) identifying the key parameters, (iii) using the appropriate mathematical formalism, (iv) implementing the subsequent model in a numerical solver, (v) performing virtual experiments and (vi) testing and challenging the results whenever possible. Several problems will be considered such as heat diffusion, convection/diffusion of species, predator-prey dynamics, phase separation, two-dimensional thermal convection, and liquid film dynamics.
The valid course sheet can also be found at the following link: CHIM - H401. Change the language to English in the dropdown menu on top of the page.
Compulsory study material : powerpoint printouts
The valid course sheet can also be found at the following link: CHIM - H401. Change the language to English in the dropdown menu on top of the page.
Building a mathematical model of a process based on experimental measurements. Helping to concieve mathematical models in order to simulate complex systems and to proceed to virtual experiments. Criticize the quality and validity of the constructed models.
This course contributes to reaching the following learning objectives.
The Master of Sciences in Chemical and Materials Engineering has in-depth knowledge and understanding of
MA_1 exact sciences with the specificity of their application to engineering
MA_2 integrated structural design methods in the framework of a global design strategy
MA_3 the advanced methods and theories to schematize and model complex problems or processes
The Master of Sciences in Chemical and Materials Engineering can
MA_4 reformulate complex engineering problems in order to solve them (simplifying assumptions, reducing complexity)
MA_15 the flexibility and adaptability to work in an international and/or intercultural context
The final grade is composed based on the following categories:
Other Exam determines 100% of the final mark.
Within the Other Exam category, the following assignments need to be completed:
First part (Ph. Bogaerts) : oral examination (counts for 60% of final score)
Second part (B. Scheid) : practical exam on computers (counts for 40% of final score)
The valid course sheet can also be found at the following link: CHIM - H401. Change the language to English in the dropdown menu on top of the page.
This offer is part of the following study plans:
Master of Chemical and Materials Engineering: Profile Materials
Master of Chemical and Materials Engineering: Profile Process Technology