Hands on program

*** Download full program here ***

Important note: bring your own laptop; the hybrid modelling toolbox will be installed on your laptop for free (only windows). If you don't have a windows laptop send a message to rmo@fct.unl.pt (Rui Oliveira)

*** Download toolbox here ***


Day one (25th Sep): Theory  & practice (Sala de Atos - bld IV) 

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
13.00–14.45 PARTICIPANTS PITCHING SESSION
14.45–15.45 Introduction to the hybrid modeling toolbox,  Dr. Mark Dürkop
15.45-16.15 Coffee Break
16.15–18.30 Hands on Hybrid modeling 1, Dr. Moritz v. Stosch, Dr. Mark Dürkop, MSc. José Pinto
18.30 Dinner and networking

 

Day two (26th Sep):  Theory & practice (room 102 bld III)   

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, Dr. Moritz v. Stosch, Dr. Mark Dürkop, MSc. José Pinto
15.45–16.15 Coffee Break
16.15-17.30 Hands on Hybrid modeling  3, Dr. Moritz v. Stosch, Dr. Mark Dürkop, MSc. José Pinto
17.30–18.15 Industrial applications of hybrid modeling, Dr. Thomas Mrziglod (Bayer AG)
20.00 Sponsor Dinner