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Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter

The intermittence of the shape detection signal associated with an entire roller-embedded shapemeter roll, used in a seven-pass cold reversible rolling process, is considered. A transient interference at the sensor top surface and the distance between the sensor top surface and the roll outer surfac...

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Detalles Bibliográficos
Autores principales: Wu, Haimiao, Cui, Guohua, Zhang, Dan, Liu, Hongmin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069262/
https://www.ncbi.nlm.nih.gov/pubmed/29933605
http://dx.doi.org/10.3390/s18071988
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author Wu, Haimiao
Cui, Guohua
Zhang, Dan
Liu, Hongmin
author_facet Wu, Haimiao
Cui, Guohua
Zhang, Dan
Liu, Hongmin
author_sort Wu, Haimiao
collection PubMed
description The intermittence of the shape detection signal associated with an entire roller-embedded shapemeter roll, used in a seven-pass cold reversible rolling process, is considered. A transient interference at the sensor top surface and the distance between the sensor top surface and the roll outer surface are developed, and a sensor reliability evaluation model is derived. The reliability of the sensor is evaluated via the random perturbation method, and the reliability sensitivity of design variables is proposed. The analysis reveals that the reliability is smallest in the third rolling pass. Of the design variables considered, the initial interference exhibits the largest reliability sensitivity and has the greatest influence on the sensor reliability. A reliability robust design model of the initial interference is therefore developed. A new shapemeter roll is fabricated and tested in a 1050 reversible cold rolling mill. The test results are consistent with the theoretical results, thereby validating the proposed model. The selection of an appropriate initial interference provides an important means of overcoming the adverse effects associated with the thermal deformation of sensor contact surfaces.
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spelling pubmed-60692622018-08-07 Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter Wu, Haimiao Cui, Guohua Zhang, Dan Liu, Hongmin Sensors (Basel) Article The intermittence of the shape detection signal associated with an entire roller-embedded shapemeter roll, used in a seven-pass cold reversible rolling process, is considered. A transient interference at the sensor top surface and the distance between the sensor top surface and the roll outer surface are developed, and a sensor reliability evaluation model is derived. The reliability of the sensor is evaluated via the random perturbation method, and the reliability sensitivity of design variables is proposed. The analysis reveals that the reliability is smallest in the third rolling pass. Of the design variables considered, the initial interference exhibits the largest reliability sensitivity and has the greatest influence on the sensor reliability. A reliability robust design model of the initial interference is therefore developed. A new shapemeter roll is fabricated and tested in a 1050 reversible cold rolling mill. The test results are consistent with the theoretical results, thereby validating the proposed model. The selection of an appropriate initial interference provides an important means of overcoming the adverse effects associated with the thermal deformation of sensor contact surfaces. MDPI 2018-06-21 /pmc/articles/PMC6069262/ /pubmed/29933605 http://dx.doi.org/10.3390/s18071988 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
Wu, Haimiao
Cui, Guohua
Zhang, Dan
Liu, Hongmin
Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter
title Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter
title_full Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter
title_fullStr Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter
title_full_unstemmed Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter
title_short Reliability Evaluation and Robust Design of a Sensor in an Entire Roller-Embedded Shapemeter
title_sort reliability evaluation and robust design of a sensor in an entire roller-embedded shapemeter
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069262/
https://www.ncbi.nlm.nih.gov/pubmed/29933605
http://dx.doi.org/10.3390/s18071988
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