Signal processing and high speed imaging as monitoring tools for pulsed laser welding

In Laser Materials Processing there has always been a need for suitable methods to supervise and monitor the processes on line, to ensure correct production quality or to trigger alarms when failures are detected. Numerous investigations have been made in this field, including experimental and theor...

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Bibliographic Details
Main Author: Olsson, Rickard
Format: Master Thesis
Language:English
Published: Luleå tekniska universitet, Produkt- och produktionsutveckling 2009
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-26555
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spelling ftluleatu:oai:DiVA.org:ltu-26555 2023-05-15T17:09:07+02:00 Signal processing and high speed imaging as monitoring tools for pulsed laser welding Olsson, Rickard 2009 application/pdf http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-26555 eng eng Luleå tekniska universitet, Produkt- och produktionsutveckling Luleå Licentiate thesis / Luleå University of Technology, 1402-1757 orcid:0000-0002-7706-6994 http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-26555 urn:isbn:978-91-7439-048-3 Local ed3468d0-c874-11de-b769-000ea68e967b info:eu-repo/semantics/openAccess Laser welding digital signal processing High speed imaging monitoring Kalman filtering Manufacturing Surface and Joining Technology Bearbetnings- yt- och fogningsteknik Licentiate thesis, comprehensive summary info:eu-repo/semantics/masterThesis text 2009 ftluleatu 2022-10-25T20:58:13Z In Laser Materials Processing there has always been a need for suitable methods to supervise and monitor the processes on line, to ensure correct production quality or to trigger alarms when failures are detected. Numerous investigations have been made in this field, including experimental and theoretical work. It is common practice in this field to monitor surface temperature, plasma radiation and back-reflected laser light, coaxially with the laser beam. Traditionally, the monitoring systems involved carry out no statistical analysis of the signals received - they merely involve thresholds. This thesis looks at the feedback collected during laser welding using such a co-axial setup from a Digital Signal Processing point of view and also uses high speed video photography to correlate signal perturbations with process anomalies.Modern Digital Signal Processing techniques such as Kalman filtering, Principal Component Analysis and Cluster Analysis have been applied to the measurement data and have generated new ways to describe the weld behaviour using parameters such as reflected pulse shape. The limitations of commercially available welding supervision systems have been studied and design suggestions for the next generation of on line weld monitoring equipment have been formulated. Godkänd; 2009; 20091103 (ricols); LICENTIATSEMINARIUM Ämnesområde: Produktionsutveckling/Manufacturing Systems Engineering Examinator: Professor Alexander Kaplan, Luleå tekniska universitet Tid: Onsdag den 16 december 2009 kl 13.00 Plats: E 232, Luleå tekniska universitet Master Thesis Luleå Luleå Luleå University of Technology Publications (DiVA)
institution Open Polar
collection Luleå University of Technology Publications (DiVA)
op_collection_id ftluleatu
language English
topic Laser welding
digital signal processing
High speed imaging
monitoring
Kalman filtering
Manufacturing
Surface and Joining Technology
Bearbetnings-
yt- och fogningsteknik
spellingShingle Laser welding
digital signal processing
High speed imaging
monitoring
Kalman filtering
Manufacturing
Surface and Joining Technology
Bearbetnings-
yt- och fogningsteknik
Olsson, Rickard
Signal processing and high speed imaging as monitoring tools for pulsed laser welding
topic_facet Laser welding
digital signal processing
High speed imaging
monitoring
Kalman filtering
Manufacturing
Surface and Joining Technology
Bearbetnings-
yt- och fogningsteknik
description In Laser Materials Processing there has always been a need for suitable methods to supervise and monitor the processes on line, to ensure correct production quality or to trigger alarms when failures are detected. Numerous investigations have been made in this field, including experimental and theoretical work. It is common practice in this field to monitor surface temperature, plasma radiation and back-reflected laser light, coaxially with the laser beam. Traditionally, the monitoring systems involved carry out no statistical analysis of the signals received - they merely involve thresholds. This thesis looks at the feedback collected during laser welding using such a co-axial setup from a Digital Signal Processing point of view and also uses high speed video photography to correlate signal perturbations with process anomalies.Modern Digital Signal Processing techniques such as Kalman filtering, Principal Component Analysis and Cluster Analysis have been applied to the measurement data and have generated new ways to describe the weld behaviour using parameters such as reflected pulse shape. The limitations of commercially available welding supervision systems have been studied and design suggestions for the next generation of on line weld monitoring equipment have been formulated. Godkänd; 2009; 20091103 (ricols); LICENTIATSEMINARIUM Ämnesområde: Produktionsutveckling/Manufacturing Systems Engineering Examinator: Professor Alexander Kaplan, Luleå tekniska universitet Tid: Onsdag den 16 december 2009 kl 13.00 Plats: E 232, Luleå tekniska universitet
format Master Thesis
author Olsson, Rickard
author_facet Olsson, Rickard
author_sort Olsson, Rickard
title Signal processing and high speed imaging as monitoring tools for pulsed laser welding
title_short Signal processing and high speed imaging as monitoring tools for pulsed laser welding
title_full Signal processing and high speed imaging as monitoring tools for pulsed laser welding
title_fullStr Signal processing and high speed imaging as monitoring tools for pulsed laser welding
title_full_unstemmed Signal processing and high speed imaging as monitoring tools for pulsed laser welding
title_sort signal processing and high speed imaging as monitoring tools for pulsed laser welding
publisher Luleå tekniska universitet, Produkt- och produktionsutveckling
publishDate 2009
url http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-26555
genre Luleå
Luleå
genre_facet Luleå
Luleå
op_relation Licentiate thesis / Luleå University of Technology, 1402-1757
orcid:0000-0002-7706-6994
http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-26555
urn:isbn:978-91-7439-048-3
Local ed3468d0-c874-11de-b769-000ea68e967b
op_rights info:eu-repo/semantics/openAccess
_version_ 1766065040978345984