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A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor
Great length, large weight and other factors may cause difficulty in measuring the profile accuracy of the double-headed screw rotor. To solve this problem, an on-machine measuring system based on a laser-displacement sensor (LDS) was designed and implemented in this paper by taking an LXK100 four-a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929146/ https://www.ncbi.nlm.nih.gov/pubmed/31756906 http://dx.doi.org/10.3390/s19235059 |
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author | Dong, Zhixu Xu, Fangsu Sun, Xingwei Liu, Weijun |
author_facet | Dong, Zhixu Xu, Fangsu Sun, Xingwei Liu, Weijun |
author_sort | Dong, Zhixu |
collection | PubMed |
description | Great length, large weight and other factors may cause difficulty in measuring the profile accuracy of the double-headed screw rotor. To solve this problem, an on-machine measuring system based on a laser-displacement sensor (LDS) was designed and implemented in this paper by taking an LXK100 four-axis whirlwind milling machine as the carrier. To improve the measurement accuracy of the system, the generalized variable-structural-element morphological method, polynomial interpolation algorithm and ellipse fitting method were first combined to realize the rapid subpixel centroid extraction from a noise-containing spot image, thus improving the data acquisition accuracy of the LDS, and then the hybrid method was experimentally verified. Next, a wavelet threshold function with high-order differentiability and adaptive wavelet coefficient contractility was constructed based on the hyperbolic tangent function, so as to inhibit the disturbance from random errors and preserve real profile information, and this method was simulated and verified. Subsequently, a smoothing algorithm for point cloud data was proposed based on the Lagrange multiplier method to avoid the defect of the piecewise curve-fitting method, that is, function continuity and differentiability could not be satisfied at piecewise points. Finally, the profile accuracy was calculated in real time according to the data reconstruction result and the machining quality was judged. The measurement experiment of the double-headed screw rotor indicates that the proposed on-machine measuring system can complete the profile accuracy measurement for a screw pitch within 39.7 s with measurement accuracy reaching ±8 μm, and the measurement uncertainties of the major axis, minor axis and screw pitch are 0.72 μm, 0.69 μm and 1.24 μm, respectively. Therefore, the measurement accuracy and efficiency are both remarkably improved. |
format | Online Article Text |
id | pubmed-6929146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69291462019-12-26 A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor Dong, Zhixu Xu, Fangsu Sun, Xingwei Liu, Weijun Sensors (Basel) Article Great length, large weight and other factors may cause difficulty in measuring the profile accuracy of the double-headed screw rotor. To solve this problem, an on-machine measuring system based on a laser-displacement sensor (LDS) was designed and implemented in this paper by taking an LXK100 four-axis whirlwind milling machine as the carrier. To improve the measurement accuracy of the system, the generalized variable-structural-element morphological method, polynomial interpolation algorithm and ellipse fitting method were first combined to realize the rapid subpixel centroid extraction from a noise-containing spot image, thus improving the data acquisition accuracy of the LDS, and then the hybrid method was experimentally verified. Next, a wavelet threshold function with high-order differentiability and adaptive wavelet coefficient contractility was constructed based on the hyperbolic tangent function, so as to inhibit the disturbance from random errors and preserve real profile information, and this method was simulated and verified. Subsequently, a smoothing algorithm for point cloud data was proposed based on the Lagrange multiplier method to avoid the defect of the piecewise curve-fitting method, that is, function continuity and differentiability could not be satisfied at piecewise points. Finally, the profile accuracy was calculated in real time according to the data reconstruction result and the machining quality was judged. The measurement experiment of the double-headed screw rotor indicates that the proposed on-machine measuring system can complete the profile accuracy measurement for a screw pitch within 39.7 s with measurement accuracy reaching ±8 μm, and the measurement uncertainties of the major axis, minor axis and screw pitch are 0.72 μm, 0.69 μm and 1.24 μm, respectively. Therefore, the measurement accuracy and efficiency are both remarkably improved. MDPI 2019-11-20 /pmc/articles/PMC6929146/ /pubmed/31756906 http://dx.doi.org/10.3390/s19235059 Text en © 2019 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 Dong, Zhixu Xu, Fangsu Sun, Xingwei Liu, Weijun A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor |
title | A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor |
title_full | A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor |
title_fullStr | A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor |
title_full_unstemmed | A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor |
title_short | A Laser-Based On-Machine Measuring System for Profile Accuracy of Double-Headed Screw Rotor |
title_sort | laser-based on-machine measuring system for profile accuracy of double-headed screw rotor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929146/ https://www.ncbi.nlm.nih.gov/pubmed/31756906 http://dx.doi.org/10.3390/s19235059 |
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