Vorträge und Posterpräsentationen (mit Tagungsband-Eintrag):
F. Fuhrmann, A. Schirrer, M. Kozek:
"MPC for Process Heat Supply Systems: Considering load prediction uncertainty caused by human operators";
Vortrag: 30th European Symposium on Computer Aided Process Engineering,
Mailand;
24.05.2020
- 27.05.2020; in: "Proceedings of the 30th European Symposium on Computer Aided Process Engineering",
Elsevier B.V.,
Volume 48
(2020),
ISSN: 1570-7946;
S. 1219
- 1224.
Kurzfassung englisch:
The aim of this work is to define guidelines for model predictive control dealing with uncertain pulse-like disturbances caused by human operators. Measurement data of an industrial use case is utilized to carry out a simulation study to investigate the influence of control parameters on the robustness and efficiency of the controller. Special focus is laid on an efficient way to introduce suitable slack constraint formulations into the mixed-integer model predictive controller formulation to cope with uncertain peak loads. Methods to calibrate such a control structure with industrial operational data are given.
Schlagworte:
Model predictive control, industrial application, uncertain load prediction;
"Offizielle" elektronische Version der Publikation (entsprechend ihrem Digital Object Identifier - DOI)
http://dx.doi.org/10.1016/B978-0-12-823377-1.50204-4
Erstellt aus der Publikationsdatenbank der Technischen Universität Wien.