"WG3: Two-day introduction to parameter and state estimation"
General info:
This two-day introductory course is open for all OPTEC members that are interested in parameter and state estimation of mechanistic dynamic models, both from a practitioner's or from a developer's point of view. It introduces the technical vocabulary and well-known methods in the field as well as available software. Hence, people are also encouraged to bring and test their own parameter and state estimation problems.
The major aim is introducing the vocabulary and techniques allowing practitioners and algorithm developers to collaborate in an efficient way.The slides and exercises are available at (only OPTEC login required):
http://www.kuleuven.be/optec/internal/groups/WG3/132.
Hence, participants can judge beforehand which sessions they would like
to attend.
Please indicate your attendance in the doodle:
http://www.doodle.com/bcvmhegxa84me2shDay 1 30/8: review of basic concepts from optimization and parameter estimation
Day 2 31/8: intro in advanced techniques for state and parameter estimation in dynamic systems.
PROGRAM
Monday 30/8: Setting the scene ...
09.00-10.20: Review of basic optimization vocabulary @ESAT 01.57
10.20-10.40: Break
10.40-12.00: Static parameter estimation problems @ESAT 01.57
12.00-14.00: Lunch at Alma 14.00-17.00: Practical session: parameter
estimation of static problems using Matlab @ESAT 00.60
Tuesday 31/8: ACADO day 09.00-10.00: Intro in dynamic optimization @ESAT
01.57
10.00-10.20: Break 10.20-11.20: Dynamic Parameter & state estimation
with ACADO @ESAT 01.57
11.20-12.00: Discuss own parameter estimation problem @ESAT 01.57
12.00-14.00: Lunch at Alma 14.00-17.00: Practical session: parameter
estimation of dynamic problems using ACADO @ESAT 00.60Organizers: Filip Logist, Boris Houska, Ioanna Stamati
