Benutzer: Gast  Login
Titel:

Rare Event Chance-Constrained Optimal Control Using Polynomial Chaos and Subset Simulation

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Piprek, Patrick; Gros, Sébastien; Holzapfel, Florian
Abstract:
This study develops a chance--constrained open--loop optimal control (CC--OC) framework capable of handling rare event probabilities. Therefore, the framework uses the generalized polynomial chaos (gPC) method to calculate the probability of fulfilling rare event constraints under uncertainties. Here, the resulting chance constraint (CC) evaluation is based on the efficient sampling provided by the gPC expansion. The subset simulation (SubSim) method is used to estimate the actual probability of...     »
Zeitschriftentitel:
Processes
Jahr:
2019
Band / Volume:
7
Heft / Issue:
4
Nachgewiesen in:
Scopus; Web of Science
Volltext / DOI:
doi:10.3390/pr7040185
 BibTeX