Bilateral Filter for the Optimization of Composite Structures

In the present study, we propose to integrate the bilateral filter into the Shepard-interpolation-based method for the optimization of composite structures. The bilateral filter is used to avoid defects in the structure that may arise due to the gap/overlap of adjacent fiber tows or excessive curvat...

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Published inComputer modeling in engineering & sciences Vol. 127; no. 3; pp. 1087 - 1099
Main Authors Huo, Yuhang, Tian, Ye, Pu, Shiming, Shi, Tielin, Xia, Qi
Format Journal Article
LanguageEnglish
Published Henderson Tech Science Press 01.01.2021
Subjects
Bilateral Filtering
Composite Structure
Composite structures
Design Optimization
Fiber Angle Optimization
Filtration
Interpolation
Manufacturability Constraints
Optimization
Shepard Interpolation
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Abstract In the present study, we propose to integrate the bilateral filter into the Shepard-interpolation-based method for the optimization of composite structures. The bilateral filter is used to avoid defects in the structure that may arise due to the gap/overlap of adjacent fiber tows or excessive curvature of fiber tows. According to the bilateral filter, sensitivities at design points in the filter area are smoothed by both domain filtering and range filtering. Then, the filtered sensitivities are used to update the design variables. Through several numerical examples, the effectiveness of the method was verified.
AbstractList In the present study, we propose to integrate the bilateral filter into the Shepard-interpolation-based method for the optimization of composite structures. The bilateral filter is used to avoid defects in the structure that may arise due to the gap/overlap of adjacent fiber tows or excessive curvature of fiber tows. According to the bilateral filter, sensitivities at design points in the filter area are smoothed by both domain filtering and range filtering. Then, the filtered sensitivities are used to update the design variables. Through several numerical examples, the effectiveness of the method was verified.
In the present study, we propose to integrate the bilateral filter into the Shepard-interpolation-based method for the optimization of composite structures. The bilateral filter is used to avoid defects in the structure that may arise due to the gap/overlap of adjacent fiber tows or excessive curvature of fiber tows. According to the bilateral filter, sensitivities at design points in the filter area are smoothed by both domain filtering and range filtering. Then, the filtered sensitivities are used to update the design variables. Through several numerical examples, the effectiveness of the method was verified.
Author Xia, Qi
Pu, Shiming
Tian, Ye
Huo, Yuhang
Shi, Tielin
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SubjectTerms Bilateral Filtering
Composite Structure
Composite structures
Design Optimization
Fiber Angle Optimization
Filtration
Interpolation
Manufacturability Constraints
Optimization
Shepard Interpolation
Title Bilateral Filter for the Optimization of Composite Structures
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