期刊
APPLIED MATHEMATICAL MODELLING
卷 88, 期 -, 页码 827-851出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.apm.2020.06.075
关键词
Random field; Interval field; Uncertainty quantification; Impulse based substructuring; Lunar lander
资金
- China Scholarship Council
- Beijing Institute of Technology
- KU Leuven Internal Funds
- Research Foundation Flanders [12P3519N, G0C2218N]
This paper presents an objective comparison of random fields and interval fields to propagate spatial uncertainty, based on a finite element model of a lunar lander. The impulse based substructuring method is used to improve the analysis efficiency. The spatially uncertain input parameters are modeled by both random fields and interval fields. The objective of this work is to compare the applicability of both approaches in an early design stage under scarce information regarding the occurring spatial parameter variability. Focus is on the definition of the input side of the problem under this scarce knowledge, as well as the interpretation of the analysis outcome. To obtain an objective comparison between both approaches, the gradients in the interval field are tuned towards the gradients present in the random field. The result shows a very similar dependence and correlation structure between the local properties for both approaches. Furthermore, through the transient dynamic estimation, it is shown that the response ranges that are predicted by the interval field and random field are very close to each other. (C) 2020 Elsevier Inc. All rights reserved.
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