Title :
Application of QMU to structural analysis considering uncertainty
Author :
Xie, Chao-Yang ; Huang, Hong-Zhong ; Wei, Fa-Yuan
Author_Institution :
Sch. of Mechatron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
Quantification of Margins and Uncertainties (QMU) is a methodology for assessing the confidence in the performance of complex systems, and has been applied to general engineering areas. In this paper, the concept and process of QMU is introduced at first, and then an implementation framework of QMU is proposed for structural analysis considering uncertainty. The framework is a synthesis of several algorithms, including a sampling method, surrogate model with uncertainty, and finite element analysis. An example is presented to illustrate the capability of the developed framework. The results show that the framework is feasible and suitable for the quantification of uncertainty in structural analysis.
Keywords :
finite element analysis; sampling methods; structural engineering; QMU application; QMU process; complex systems performance; finite element analysis; quantification of margins and uncertainties; sampling method; structural analysis; surrogate model; Analytical models; Computational modeling; Educational institutions; Hypercubes; Reliability engineering; Safety; Uncertainty; margins and uncertainties; quantification; structural analysis;
Conference_Titel :
Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-0786-4
DOI :
10.1109/ICQR2MSE.2012.6246425