Hands on program


*** Final program available soon  ***

Day one (8th Sep): Theory  & practice (temptative program)

9.00–9.15 Welcome address
9.15–10.30  Hybrid modeling methods  1 (Introduction to hybrid modeling; Hybrid model structures; Identification methods; Indirect identification; sensitivities method; parameter estimation; cross-validation), Dr. Moritz v. Stosch and Prof. R. Oliveira
10.30-11.00  Coffee Break
11.00–12.00 Hybrid modeling methods  2  -  The general bioreactor hybrid model;  Deriving a bioreactor hybrid model for Escherichia coli, Dr. Moritz v. Stosch and Prof. R. Oliveira
12.00–13:00 Lunch
14.45–15.45 Introduction to the hybrid modeling toolbox
15.45-16.15 Coffee Break
16.15–18.30 Hands on Hybrid modeling 1 
18.30 Dinner and networking


Day two (9th Sep):  Theory & practice (temptative program)

9.00–10.30 Hybrid modeling methods 3 : Direct identification method; pruning methods hybrid model discrimination; bootstrap aggregation; prediction confidence intervals;  Dr. Moritz v. Stosch and Prof. R. Oliveira
10.30-11.00 Coffee Break
11.00–12.00 Hybrid model quality monitoring by the experience measure method; Dynamic optimization – optimal control method constrained by hybrid model reliability; Dr. Moritz v. Stosch and Prof. R. Oliveira 
12.00–13.00 Lunch
13.00–15.45 Hands on Hybrid modeling  2
15.45–16.15 Coffee Break
16.15-17.30 Hands on Hybrid modeling  3
17.30–18.15 Industrial applications of hybrid modeling
20.00 Sponsor Dinner