 | Study programme 2018-2019 | Français | |
 | Biological System Modelling and Software Sensor Design | ||
Activité d'apprentissage à la Faculty of Engineering |
| Code | Lecturer(s) | Associate Lecturer(s) | Subsitute Lecturer(s) et other(s) |
|---|---|---|---|
| I-AUTO-108 |
|
|
| Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term |
|---|---|---|---|---|---|---|---|
| Anglais | Anglais | 36 | 24 | 0 | 0 | 0 | Q1 |
Content of Learning Activity
introduction to population models; macroscopic models of bioprocesses; numerical simulation of dynamic systems; parameter identification (linear and nonlinear problems, least squares and maximum likelihood); introduction to neural networks for modeling and monitoring; state estimation and design of software sensors (asymptotic observers, receding-horizon observers, ...); introduction to control of bioreactors (linearizing feedback control); exercises.
Required Learning Resources/Tools
Not applicable
Recommended Learning Resources/Tools
Not applicable
Other Recommended Reading
G. Bastin, D. Dochain, "On-line Estimation and Adaptive Control of Bioreactors", Elsevier, 1990
Mode of delivery
- Face to face
Type of Teaching Activity/Activities
- Cours magistraux
- Conférences
- Travaux pratiques
- Travaux de laboratoire
- Exercices de création et recherche en atelier
- Projet sur ordinateur
- Etudes de cas
Evaluations
The assessment methods of the Learning Activity (AA) are specified in the course description of the corresponding Educational Component (UE)