Damage assessment of composite plate structures with material and measurement uncertainty

被引:50
作者
Chandrashekhar, M. [1 ,2 ]
Ganguli, Ranjan [2 ]
机构
[1] Indian Space Res Org, Ctr Space Applicat, Ahmadabad 380015, Gujarat, India
[2] Indian Inst Sci, Dept Aerosp Engn, Bangalore 560012, Karnataka, India
关键词
Damage detection; Composite plates; Delamination damage; Material uncertainty; Fuzzy logic; FREE-VIBRATION ANALYSIS; FUZZY-LOGIC; DELAMINATION DETECTION; IDENTIFICATION; FREQUENCY; NETWORK; SYSTEM;
D O I
10.1016/j.ymssp.2015.12.021
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Composite materials are very useful in structural engineering particularly in weight sensitive applications. Two different test models of the same structure made from composite materials can display very different dynamic behavior due to large uncertainties associated with composite material properties. Also, composite structures can suffer from pre-existing imperfections like delaminations, voids or cracks during fabrication. In this paper, we show that modeling and material uncertainties in composite structures can cause considerable problein in damage assessment. A recently developed C-0 shear deformable locking free refined composite plate element is employed in the numerical simulations to alleviate modeling uncertainty. A qualitative estimate of the impact of modeling uncertainty on the damage detection problem is made. A robust Fuzzy Logic System (FLS) with sliding window defuzzifier is used for delamination damage detection in composite plate type structures. The FLS is designed using variations in modal frequencies due to randomness in material properties. Probabilistic analysis is performed using Monte Carlo Simulation (MCS) on a composite plate finite element model. It is demonstrated that the FLS shows excellent robustness in delamination detection at very high levels of randomness in input data. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:75 / 93
页数:19
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