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Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process
The composite tape winding process, which utilizes a tape winding machine and prepreg tapes, provides a promising way to improve the quality of composite products. Nevertheless, the process parameters of composite tape winding have crucial effects on the tensile strength and void content, which are...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5848917/ https://www.ncbi.nlm.nih.gov/pubmed/29385048 http://dx.doi.org/10.3390/ma11020220 |
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author | Deng, Bo Shi, Yaoyao Yu, Tao Kang, Chao Zhao, Pan |
author_facet | Deng, Bo Shi, Yaoyao Yu, Tao Kang, Chao Zhao, Pan |
author_sort | Deng, Bo |
collection | PubMed |
description | The composite tape winding process, which utilizes a tape winding machine and prepreg tapes, provides a promising way to improve the quality of composite products. Nevertheless, the process parameters of composite tape winding have crucial effects on the tensile strength and void content, which are closely related to the performances of the winding products. In this article, two different object values of winding products, including mechanical performance (tensile strength) and a physical property (void content), were respectively calculated. Thereafter, the paper presents an integrated methodology by combining multi-parameter relative sensitivity analysis and single-parameter sensitivity analysis to obtain the optimal intervals of the composite tape winding process. First, the global multi-parameter sensitivity analysis method was applied to investigate the sensitivity of each parameter in the tape winding processing. Then, the local single-parameter sensitivity analysis method was employed to calculate the sensitivity of a single parameter within the corresponding range. Finally, the stability and instability ranges of each parameter were distinguished. Meanwhile, the authors optimized the process parameter ranges and provided comprehensive optimized intervals of the winding parameters. The verification test validated that the optimized intervals of the process parameters were reliable and stable for winding products manufacturing. |
format | Online Article Text |
id | pubmed-5848917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-58489172018-03-14 Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process Deng, Bo Shi, Yaoyao Yu, Tao Kang, Chao Zhao, Pan Materials (Basel) Article The composite tape winding process, which utilizes a tape winding machine and prepreg tapes, provides a promising way to improve the quality of composite products. Nevertheless, the process parameters of composite tape winding have crucial effects on the tensile strength and void content, which are closely related to the performances of the winding products. In this article, two different object values of winding products, including mechanical performance (tensile strength) and a physical property (void content), were respectively calculated. Thereafter, the paper presents an integrated methodology by combining multi-parameter relative sensitivity analysis and single-parameter sensitivity analysis to obtain the optimal intervals of the composite tape winding process. First, the global multi-parameter sensitivity analysis method was applied to investigate the sensitivity of each parameter in the tape winding processing. Then, the local single-parameter sensitivity analysis method was employed to calculate the sensitivity of a single parameter within the corresponding range. Finally, the stability and instability ranges of each parameter were distinguished. Meanwhile, the authors optimized the process parameter ranges and provided comprehensive optimized intervals of the winding parameters. The verification test validated that the optimized intervals of the process parameters were reliable and stable for winding products manufacturing. MDPI 2018-01-31 /pmc/articles/PMC5848917/ /pubmed/29385048 http://dx.doi.org/10.3390/ma11020220 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Deng, Bo Shi, Yaoyao Yu, Tao Kang, Chao Zhao, Pan Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process |
title | Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process |
title_full | Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process |
title_fullStr | Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process |
title_full_unstemmed | Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process |
title_short | Multi-Response Parameter Interval Sensitivity and Optimization for the Composite Tape Winding Process |
title_sort | multi-response parameter interval sensitivity and optimization for the composite tape winding process |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5848917/ https://www.ncbi.nlm.nih.gov/pubmed/29385048 http://dx.doi.org/10.3390/ma11020220 |
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