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Process monitoring of the wire drawing process using a web camera based vision system
Örebro University, School of Science and Technology.ORCID iD: 0000-0001-6271-6432
Örebro University, School of Science and Technology.ORCID iD: 0000-0002-9362-8328
Örebro University, School of Science and Technology.ORCID iD: 0000-0003-1408-2249
2017 (English)In: Journal of Materials Processing Technology, ISSN 0924-0136, E-ISSN 1873-4774, Vol. 249, p. 512-521Article in journal (Refereed) Published
Abstract [en]

Wire drawing is a cold metal forming process where a wire is drawn through a series of dies, reducing the wire dimension, and enhancing the material properties. The wire drawing process requires lubrication to function, as discrepancies in the lubrication can cause failure of the entire process. Such incidents can be costly and there is a need to monitor the process so that changes in the lubrication can be detected, and addressed, before failures occur. The aim of this work was to determine whether a CCD-camera could be used to monitor the wire drawing process. The purpose of the monitoring was to detect if the process was about to fail. In this work the failure of the process was initiated by removal of the lubricant, causing galling between the wire and the die. The signal from the CCD-camera was compared to the signal from a drawing force measurement that clearly indicates when the friction in the die increases, which in turn indicates imminent failure of the process. It was found that the CCD-camera signal clearly indicated the removal of lubricant, and thus failure. In this work, the CCD-camera was tested on two different wire materials and two different lubricant, both with positive results. All tests were performed in an industrial wire drawing setup.

Place, publisher, year, edition, pages
Elsevier, 2017. Vol. 249, p. 512-521
Keywords [en]
Wire drawing, Webcam, CCD-camera, Process monitoring
National Category
Mechanical Engineering
Research subject
Mechanical Engineering
Identifiers
URN: urn:nbn:se:oru:diva-58525DOI: 10.1016/j.jmatprotec.2017.06.020ISI: 000409149700054Scopus ID: 2-s2.0-85021656179OAI: oai:DiVA.org:oru-58525DiVA, id: diva2:1119359
Available from: 2017-07-04 Created: 2017-07-04 Last updated: 2024-03-06Bibliographically approved
In thesis
1. Have you heard about wire? Monitoring of the wire drawing process
Open this publication in new window or tab >>Have you heard about wire? Monitoring of the wire drawing process
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Wire made from metal is a fundamental component found in almost every complex product, ranging from a simple pen to a spacecraft. It is used to manufacture nails, screws, springs, rivets, cables, welding electrodes, and numerous other items that surround us daily.

In an era characterized by increased environmental concerns and the pressing need for the industry to become more sustainable, process monitoring has emerged as a key instrument for strengthening the sustainability improvements of diverse industries and operations. Many industries have transitioned into the realm of Industry 4.0, entering an era of digital transformation and datadriven decision-making. However, the production of steel wire has fallen behind. The wire drawing process has been performed in a similar manner for the last century and the production machines generally lack advanced monitoring systems. To catch up, there is a great need to digitize the wire drawing process and that is the focus of this thesis, Monitoring of the wire drawing process.

In this thesis several different methods to monitor the wire drawing process are developed and evaluated, resulting in a process monitoring system for the wire drawing process.

Place, publisher, year, edition, pages
Örebro: Örebro University, 2024. p. 88
Series
Örebro Studies in Technology, ISSN 1650-8580 ; 103
Keywords
Wire drawing, process monitoring, condition monitoring, drawing force, performance monitoring
National Category
Other Mechanical Engineering
Identifiers
urn:nbn:se:oru:diva-111945 (URN)9789175295459 (ISBN)9789175295466 (ISBN)
Public defence
2024-04-04, Örebro universitet, Långhuset, Hörsal L2, Fakultetsgatan 1, Örebro, 13:15 (Swedish)
Opponent
Supervisors
Available from: 2024-02-26 Created: 2024-02-26 Last updated: 2024-03-25Bibliographically approved

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Larsson, JoakimJansson, AntonPejryd, Lars

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