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). The toolbox will be soon available for download at this page. If you don't have a windows laptop send a message to rmo@fct.unl.pt (Rui Oliveira)



Day one (25th Sep): Theory  & practice (room 102 bld III) 

9.00–9.15 Welcome address
9.15–10.45  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
10.45-11.00  Coffee Break
11.00–12.30 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
12.30–13:30 Lunch
13.30–14.30 Introduction to the hybrid modeling toolbox,  Dr. Mark Dürkop
14.30–16.15 Hands on Hybrid modeling 1, Dr. Moritz v. Stosch, Dr. Mark Dürkop, MSc. José Pinto
16.15-16.45 Coffee Break
16.45–18.15 Hands on Hybrid modeling 2, Dr. Moritz v. Stosch, Dr. Mark Dürkop, MSc. José Pinto
19.30 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
10.30-10.45 Coffee Break
10.45–12.15 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
12.15–13.15 Lunch
13.15–14.30 Participants pitching their work
14.30–17.00 Hands on Hybrid modeling  3, Dr. Moritz v. Stosch, Dr. Mark Dürkop, MSc. José Pinto
17.00-17.30 Coffee Break
17.30–18.15 Industrial applications of hybrid modeling, Dr. Thomas Mrziglod (Bayer AG)
19.30 Sponsor Dinner