期刊
APPLIED MATHEMATICAL MODELLING
卷 64, 期 -, 页码 426-452出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.apm.2018.07.043
关键词
Structure; Time response; Uncertainty; Polynomial chaos; Finite element analysis
资金
- National Natural Science Foundation of China [11772136, 11472112]
Practical structures often operate with some degree of uncertainties, and the uncertainties are often modelled as random parameters or interval parameters. For realistic predictions of the structures behaviour and performance, structure models should account for these uncertainties. This paper deals with time responses of engineering structures in the presence of random and/or interval uncertainties. Three uncertain structure models are introduced. The first one is random uncertain structure model with only random variables. The generalized polynomial chaos (PC) theory is applied to solve the random uncertain structure model. The second one is interval uncertain structure model with only interval variables. The Legendre metamodel (LM) method is presented to solve the interval uncertain structure model. The LM is based on Legendre polynomial expansion. The third one is hybrid uncertain structure model with both random and interval variables. The polynomial-chaos-Legendre-metamodel (PCLM) method is presented to solve the hybrid uncertain structure model. The PCLM is a combination of PC and LM. Three engineering examples are employed to demonstrate the effectiveness of the proposed methods. The uncertainties resulting from geometrical size, material properties or external loads are studied. (C) 2018 Elsevier Inc. All rights reserved.
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