Uncertainty quantification for natural frequency and mode of variable angle tow composite plates with random and interval uncertainties

Variable angle tow (VAT) composite laminated structures are produced by automated tow-placement technology which can take advantage of the designability of composites to meet the aerospace industry's need for dynamic properties. Complex production techniques inevitably lead to uncertainties in material properties due to manufacturing defects. The aim of this work is to present an efficient computational method for estimating the dynamical properties of VAT composite laminated plates due to multiscale hybrid uncertainties. This method consists of perturbation stochastic finite element method and particle swarm optimization combined with Mori-Tanaka homogenization. The degree of influence of the multiscale parameters on the dynamic properties of VAT composites with different structural forms has been obtained by sensitivity analyses of the frequency and mode. The method is applied to investigate variations in natural frequency and mode of a variety of VAT composite laminated plates with different fiber tow paths, layers, and boundary conditions. The results indicate that variations in natural frequencies and mode shapes are strongly linked to fiber tow paths and boundary conditions. The frequency and modes of the VAT show a nonlinear variation with angle. This method can quickly obtain the probability distribution intervals of the frequency, which is of great significance for assessing the reliability of VAT composites laminated plates dynamic designs.

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Publication Details

Journal
Mechanics of Advanced Materials and Structures
Published
2024-08-21
DOI
https://doi.org/10.1080/15376494.2024.2387735
Citations
6
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
1.57

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article

Uncertainty quantification for natural frequency and mode of variable angle tow composite plates with random and interval uncertainties

Sheng-Yu Qian, Wenqing Wu, Xiaoyi Zhou, Chao Jiang
6 citations
Mechanics of Advanced Materials and Structures
Structural Health Monitoring Techniques
1.57
article

Uncertainty quantification for natural frequency and mode of variable angle tow composite plates with random and interval uncertainties

Sheng-Yu Qian, Wenqing Wu, Xiaoyi Zhou, Chao Jiang
article en
6 citations

Abstract

Variable angle tow (VAT) composite laminated structures are produced by automated tow-placement technology which can take advantage of the designability of composites to meet the aerospace industry's need for dynamic properties. Complex production techniques inevitably lead to uncertainties in material properties due to manufacturing defects. The aim of this work is to present an efficient computational method for estimating the dynamical properties of VAT composite laminated plates due to multiscale hybrid uncertainties. This method consists of perturbation stochastic finite element method and particle swarm optimization combined with Mori-Tanaka homogenization. The degree of influence of the multiscale parameters on the dynamic properties of VAT composites with different structural forms has been obtained by sensitivity analyses of the frequency and mode. The method is applied to investigate variations in natural frequency and mode of a variety of VAT composite laminated plates with different fiber tow paths, layers, and boundary conditions. The results indicate that variations in natural frequencies and mode shapes are strongly linked to fiber tow paths and boundary conditions. The frequency and modes of the VAT show a nonlinear variation with angle. This method can quickly obtain the probability distribution intervals of the frequency, which is of great significance for assessing the reliability of VAT composites laminated plates dynamic designs.

Mechanics of Advanced Materials and StructuresVol. 32(13)
United States Department of Transportation (US), Southeast University (BD), Southeast University (CN)
Natural Science Foundation of Jiangsu Province
Climate action
Openalex Percentile: Top 19%
Structural Health Monitoring Techniques
1.57
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Uncertainty quantification for natural frequency and mode of variable angle tow composite plates with random and interval uncertainties — Sheng-Yu Qian, Wenqing Wu, et al. · Mechanics of Advanced Materials and Structures (2024) | TGRS Research Map | TGRS