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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...

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Detalles Bibliográficos
Autores principales: Deng, Bo, Shi, Yaoyao, Yu, Tao, Kang, Chao, Zhao, Pan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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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