| 13:30 – 13:45 |
Motivation & introduction: workshop objectives, overview and link to previous part (15 min) |
A. Meola & A. Catenacci |
| 13:45 – 15:00 |
Track A – Overview of the ADM1: Why modeling and key concepts |
YWPs / TBD |
| Track A – Hands-on introduction to AD modelling: example of bioprocess model implementation and modification; simulations using the ADM1 |
YWP team, S. Weinrich, J.-P. Steyer & D. Batstone |
| Track B – Joint theoretical introduction: overview of monitoring/control hardware, data quality, and calibration (45 min) |
All Track B lecturers |
| Track B – Parallel session 1 – Simple monitoring and control: Monitoring and control using microcontrollers (data acquisition, simple control loops, automation examples; part 1) |
A. Meola & TBD |
| Track B – Parallel session 3 – Sensitivity analysis & model: calibration: parameter subset selection and calibration of a reduced-order ADM1 using local and global sensitivity analyses (part 1) |
D. Carecci & S. Hellmann |
| 15:00 – 15:30 |
Coffe break |
| 15:30 – 16:30 |
Track A – Hands-on introduction to AD modelling: example of bioprocess model implementation and modification; simulations using the ADM1 (Firts part) |
YWP team, S. Weinrich, J.-P. Steyer & D. Batstone |
| Track B – Parallel session 1 – Simple monitoring and control: Monitoring and control using microcontrollers (data acquisition, simple control loops, automation examples; part 2) |
H. Nielsen & T. Lippert |
| Track B – Parallel session 2 – Data quality and dataset repair: AI-based methods for incomplete and noisy data; implications for data-driven and hybrid models (part 2) |
A. Meola & TBD |
| Track B – Parallel session 3 – Sensitivity analysis & model: calibration: parameter subset selection and calibration of a reduced-order ADM1 using local and global sensitivity analyses (part 2) |
D. Carecci & S. Hellmann |
| 16:30 – 16:50 |
Final synthesis and discussion: take-home messages from parallel sessions, identification of methodological gaps, cross-cutting insights (Second part, 20 min) |
T. Lippert & A. Catenacci |
| 16:50 – 17:00 |
Next steps: gathering partners and defining scope for a best-practice / post-workshop tutorial paper (10 min) |
All |
