Optimization method of carrier capacity for 3D spherical braiding process

The performance of fiber-reinforced composites depends on the structure and continuity of high-performance fiber. However, fiber discontinuities due to insufficient carrier capacity during the braiding process occur frequently, which is a major obstacle to the high quality of preforms. This work proposes a general topology optimization method of carrier capacity to reduce fiber discontinuity due to yarn change. The movement path of the carrier was calculated. Collision detection of the carrier was performed by an interfering judgment between facets. The genetic algorithm was used to find the optimal structural parameter values of the carrier. To verify the effectiveness of the proposed method, braiding experiments were conducted using optimized carriers. The results show that the optimal carrier capacity of a three-layer spherical braiding machine is 24.3% higher than the carrier currently used. The frequency of yarn changes is significantly reduced, and fiber continuity is effectively ensured. The optimization method can provide reference values of carrier size for different types of braiding equipment, avoiding repeated trial-and-error costs. It can realize high-efficiency production and has great application value.

Authors

Institutions

Publication Details

Journal
Proceedings of the Institution of Mechanical Engineers Part L Journal of Materials Design and Applications
Published
2025-05-28
DOI
https://doi.org/10.1177/14644207251343394
Citations
1
Primary Topic
Mechanical Behavior of Composites
Type
article
Field-Weighted Citation Impact
0.86
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimization method of carrier capacity for 3D spherical braiding process

Yize Sun, Qiyang Li, Zhuo Meng, Shiyi Li
1 citations
Proceedings of the Institution of Mechanical Engineers Part L Journal of Materials Design and Applications
Mechanical Behavior of Composites
0.86
article

Optimization method of carrier capacity for 3D spherical braiding process

Yize Sun, Qiyang Li, Zhuo Meng, Shiyi Li
article en
1 citations

Abstract

The performance of fiber-reinforced composites depends on the structure and continuity of high-performance fiber. However, fiber discontinuities due to insufficient carrier capacity during the braiding process occur frequently, which is a major obstacle to the high quality of preforms. This work proposes a general topology optimization method of carrier capacity to reduce fiber discontinuity due to yarn change. The movement path of the carrier was calculated. Collision detection of the carrier was performed by an interfering judgment between facets. The genetic algorithm was used to find the optimal structural parameter values of the carrier. To verify the effectiveness of the proposed method, braiding experiments were conducted using optimized carriers. The results show that the optimal carrier capacity of a three-layer spherical braiding machine is 24.3% higher than the carrier currently used. The frequency of yarn changes is significantly reduced, and fiber continuity is effectively ensured. The optimization method can provide reference values of carrier size for different types of braiding equipment, avoiding repeated trial-and-error costs. It can realize high-efficiency production and has great application value.

Proceedings of the Institution of Mechanical Engineers Part L Journal of Materials Design and Applications
Donghua University (CN)
Openalex Percentile: Top 30%
Mechanical Behavior of Composites
0.86
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.