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Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape
In order to perceive the state of the process of reverse thinning spinning of the ultra-thin wall tube, a monitoring method based on drum shape is proposed. The method uses the non-uniform rational basis spline curve fitting method based on the moving least squares method to reconstruct the outer co...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358489/ https://www.ncbi.nlm.nih.gov/pubmed/31829883 http://dx.doi.org/10.1177/0036850419877727 |
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author | Wen, Xue Tan, Jian-ping Liu, Su-qi Li, Xin-he |
author_facet | Wen, Xue Tan, Jian-ping Liu, Su-qi Li, Xin-he |
author_sort | Wen, Xue |
collection | PubMed |
description | In order to perceive the state of the process of reverse thinning spinning of the ultra-thin wall tube, a monitoring method based on drum shape is proposed. The method uses the non-uniform rational basis spline curve fitting method based on the moving least squares method to reconstruct the outer contour data of the spinning zone collected by the line laser displacement sensor and extracts the outer contour curve of the drum zone according to the spinning characteristics. Then, the dynamic time warping algorithm is used to analyze the similarity between the current and previous drum curves in order to judge whether the current spinning state is abrupt or not. At the same time, the current spinning state is judged by combining the curvature comb of the drum curve, the number of convex areas of the drum curve, the drum ratio, and the drum change trend. Finally, the drum shape detection and the spinning condition monitoring experiments are carried out. The experimental results show that this method can obtain the outer contour shape of the drum section at one time, and the accuracy is 0.05 mm with respect to the measured value of the three coordinates. The method can realize the visual monitoring of the abrupt change of the spinning process by judging the similarity of the drum curve at the adjacent time under different spinning states. In the state of instability, the curvature comb of the drum curve is discontinuous, the curve is G0 continuous, the drum ratio exceeds the critical drum ratio 2.0, and there is more than one convex region, which realizes the monitoring of spinning state more accurately. The experimental results verify the correctness of the proposed method and prove that the method can be used as a new method to judge the stability of the ultra-thin-walled cylinder spinning process. |
format | Online Article Text |
id | pubmed-10358489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-103584892023-08-09 Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape Wen, Xue Tan, Jian-ping Liu, Su-qi Li, Xin-he Sci Prog Article In order to perceive the state of the process of reverse thinning spinning of the ultra-thin wall tube, a monitoring method based on drum shape is proposed. The method uses the non-uniform rational basis spline curve fitting method based on the moving least squares method to reconstruct the outer contour data of the spinning zone collected by the line laser displacement sensor and extracts the outer contour curve of the drum zone according to the spinning characteristics. Then, the dynamic time warping algorithm is used to analyze the similarity between the current and previous drum curves in order to judge whether the current spinning state is abrupt or not. At the same time, the current spinning state is judged by combining the curvature comb of the drum curve, the number of convex areas of the drum curve, the drum ratio, and the drum change trend. Finally, the drum shape detection and the spinning condition monitoring experiments are carried out. The experimental results show that this method can obtain the outer contour shape of the drum section at one time, and the accuracy is 0.05 mm with respect to the measured value of the three coordinates. The method can realize the visual monitoring of the abrupt change of the spinning process by judging the similarity of the drum curve at the adjacent time under different spinning states. In the state of instability, the curvature comb of the drum curve is discontinuous, the curve is G0 continuous, the drum ratio exceeds the critical drum ratio 2.0, and there is more than one convex region, which realizes the monitoring of spinning state more accurately. The experimental results verify the correctness of the proposed method and prove that the method can be used as a new method to judge the stability of the ultra-thin-walled cylinder spinning process. SAGE Publications 2019-10-10 /pmc/articles/PMC10358489/ /pubmed/31829883 http://dx.doi.org/10.1177/0036850419877727 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Article Wen, Xue Tan, Jian-ping Liu, Su-qi Li, Xin-he Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
title | Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
title_full | Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
title_fullStr | Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
title_full_unstemmed | Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
title_short | Research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
title_sort | research on monitoring method for thinning spinning process of the ultra-thin-walled cylinder based on the drum shape |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358489/ https://www.ncbi.nlm.nih.gov/pubmed/31829883 http://dx.doi.org/10.1177/0036850419877727 |
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