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AutorJanya-anurak, Chettapong
VerlagKIT Scientific Publishing, Karlsruhe
ISBN9783731506423
UmfangXIX, 210 S.
Veröffentlicht
am:04.04.2017
Erscheinungs-
jahr2017
Verfügbarkeit04
Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000066940
Abstract
In this work, the Uncertainty Quantification (UQ) approaches combined systematically to analyze and identify systems. The generalized Polynomial Chaos (gPC) expansion is applied to reduce the computational effort. The framework using gPC based on Bayesian UQ proposed in this work is capable of analyzing the system systematically and reducing the disagreement between the model predictions and the measurements of the real processes to fulfill user defined performance criteria.