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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...

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Autores principales: Dong, Zhixu, Xu, Fangsu, Sun, Xingwei, Liu, Weijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
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.
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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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