Reliability and global sensitivity analysis for static strength of quartz/epoxy composite

被引:0
|
作者
Zhou C. [1 ]
Liu F. [2 ]
Zhou C. [1 ]
Li X. [1 ]
机构
[1] Key Lab for Airborne Hi-performance Electro-magnetic Window, RISAC, Ji'nan
[2] School of Mechanics and Civil Engineering, Northwestern Polytechnical University, Xi'an
关键词
Composite structure; Global sensitivity analysis; Kriging model; MATLAB; Reliability;
D O I
10.13801/j.cnki.fhclxb.20190930.002
中图分类号
学科分类号
摘要
Taking the quartz/epoxy composite structure as the object, the global sensitivity theory was adopted to analyze the influences of the input parameters on the strength response of quartz/epoxy composite structure by considering the random characteristics of the input parameters. MATLAB and NASTRAN were combined to obtain the output response after considering all the input parameter randomness, then the adaptive Kriging model was introduced to construct the ultimate surrogate model. On basis of this surrogate model, the reliability of overall strength of the quartz/epoxy composite structure was computed, and the global sensitivity indices reflecting the influences of the input parameters on the output response were also obtained. The importance of the input parameters can be ranked according to the sensitivity results, which can provide guidance information for the design of composite structure. © 2020, Editorial Office of Acta Materiae Compositae Sinica. All right reserved.
引用
收藏
页码:1611 / 1618
页数:7
相关论文
共 16 条
  • [1] OMAIREY S L, DUNNING P D, SRIRAMULA S., Influence of micro-scale uncertainties on the reliability of fibre-matrix composites, Composite Structures, 203, pp. 204-216, (2018)
  • [2] LIU Q, PAAVOLA J., General analytical sensitivity analysis of composite laminated plates and shells for classical and first-order shear deformation theories, Composite Structures, 183, pp. 21-34, (2018)
  • [3] LI D, LIU Y, ZHANG X., Linear statics and free vibration sensitivity analysis of the composite sandwich plates based on a layerwise/solid-element method, Composite Structures, 106, pp. 175-200, (2013)
  • [4] FENG X, LU Z X, YANG Z Y, Et al., Analysis on the variances of material and structural properties based on random field theory[J], Probabilistic Engineering Mechanics, 26, 2, pp. 222-230, (2011)
  • [5] RUAN Wenbin, LV Zhenzhou, AN Jun, Et al., Global sensitivity analysis for composite structures with uncertainties, Acta Materiae Compositae Sinica, 31, 3, pp. 699-706, (2014)
  • [6] TIAN L F, LU Z Z, HAO W R., Investigation of the uncertainty of the in-plane mechanical properties of composite laminates, Journal of Mechanical Science, 226, 7, pp. 1739-1750, (2012)
  • [7] ECHARD B, GAYTON N, LEMAIRE M., AK-MCS: An active learning reliability method combining Kriging and Monte Garlo simulation[J], Structural Safety, 33, 2, pp. 145-154, (2001)
  • [8] ZHANG Qi, Structural reliability analysis and optimization based on Kriging technique, (2005)
  • [9] YOU Fengxiang, HAO Qingdong, Design optimization of composite laminated plates based on sensitivity analysis, Noise and Vibration Control, 25, 4, pp. 67-70, (2005)
  • [10] WU Hao, YAN Ying, Reliability-based optimization of composite structures subject to buckling constraint, Acta Materiae Compositae Sinica, 24, 3, pp. 149-153, (2007)