 | Study programme 2020-2021 | Français | |
| Biological System Modelling and Software Sensor Design | |||
Learning Activity |
| Code | Lecturer(s) | Associate Lecturer(s) | Subsitute Lecturer(s) et other(s) | Establishment |
|---|---|---|---|---|
| I-AUTO-108 |
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| Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term |
|---|---|---|---|---|---|---|---|
| Anglais | Anglais | 36 | 24 | 0 | 0 | 0 | Q1 |
| Organisational online arrangements for the end of Q3 2020-2021 assessments (Covid-19) |
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| Description of the modifications to the Q3 2020-2021 assessment procedures (Covid-19) |
| The exam relates to the understanding of the subjects of the course and consists of an oral interview. |
Organisational arrangements for the end of Q1 2020-2021 assessments (Covid-19) online or face-to-face (according to assessment schedule)
- Oral exam (questions and answers, presentation of individual or group work, comment and argument about a written text...)
Description of the modifications to the Q1 2020-2021 online assessment procedures (Covid-19) online or face-to-face (according to assessment schedule)
The exam relates to the understanding of the subjects of the course as well as the assessment of an individual project and consists of an oral interview.
The distance mode is chosen for the exam, which proceeds via TEAMS.
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); introduction to control of bioreactors (linearizing feedback control, extremum seeking, adaptive RST 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
- Mixed
Type of Teaching Activity/Activities
- Cours magistraux
- Projet sur ordinateur
Evaluations
The assessment methods of the Learning Activity (AA) are specified in the course description of the corresponding Educational Component (UE)