In-situ Monitoring and Defect Detection of Selective Laser Melting Process and Impact of Process Parameters on the Quality of Fabricated SS 316L

dc.contributor.authorModaresialam Mehrnaz
dc.contributor.authorRoozbahani Hamid
dc.contributor.authorAlizadeh Marjan
dc.contributor.authorSalminen Antti
dc.contributor.authorHandroos Heikki
dc.contributor.organizationfi=konetekniikka|en=Mechanical Engineering|
dc.contributor.organization-code1.2.246.10.2458963.20.73637165264
dc.converis.publication-id174864103
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/174864103
dc.date.accessioned2022-10-28T13:22:51Z
dc.date.available2022-10-28T13:22:51Z
dc.description.abstract<p><br></p><p>Selective Laser Melting (SLM) is an advanced Additive Manufacturing (AM) technique for the 3D printing of metals. SLM process parameters and different types of defects that may appear during the manufacturing process affect the quality of the final product. Setting laser parameters and online defect detection contributes to improving the quality of parts fabricated through SLM technology. In this study, the effect of the process parameters on the properties of the product built by the SLM process was investigated, and an in-situ monitoring platform was developed to detect two types of defects during the SLM process. Different samples were built from stainless steel AISI 316 L powder, utilizing various laser process parameters. Using microscopy imaging technique, the melt structure features of the constructed samples were tested, and the results were analyzed. The dependency of porosity formation on laser process parameters and scan strategy was investigated. Moreover, hardness test was performed for all built samples. The platform developed for in-situ monitoring purposes includes an AM machine equipped with pulsed laser, camera, illumination system, and powerful industrial computer equipped with Cameral Link Adapter, FPGA, and Real-Time (RT) modules. An algorithm was designed using LabVIEW® software based on Particle Analysis (PA) to cease the process in the event of detection of defect in any fused layers. The first defect was caused by changing the laser spot diameter, which altered the energy intensity of the laser on the surface, and the second defect was created by the uneven thickness of powder on the platform. The monitoring system detected both defects and stopped the process immediately according to the designed algorithm. Images were taken from the melting process layer by layer using a high-performance camera.<br></p>
dc.format.pagerange46100
dc.format.pagerange46113
dc.identifier.eissn2169-3536
dc.identifier.jour-issn2169-3536
dc.identifier.olddbid181672
dc.identifier.oldhandle10024/164766
dc.identifier.urihttps://www.utupub.fi/handle/11111/38717
dc.identifier.urlhttps://ieeexplore.ieee.org/document/9761856
dc.identifier.urnURN:NBN:fi-fe2022081154297
dc.language.isoen
dc.okm.affiliatedauthorSalminen, Antti
dc.okm.discipline214 Mechanical engineeringen_GB
dc.okm.discipline214 Kone- ja valmistustekniikkafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherInstitute of Electrical and Electronics Engineers
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1109/ACCESS.2022.3169509
dc.relation.ispartofjournalIEEE Access
dc.relation.volume10
dc.source.identifierhttps://www.utupub.fi/handle/10024/164766
dc.titleIn-situ Monitoring and Defect Detection of Selective Laser Melting Process and Impact of Process Parameters on the Quality of Fabricated SS 316L
dc.year.issued2022

Tiedostot

Näytetään 1 - 1 / 1
Ladataan...
Name:
In-Situ_Monitoring_and_Defect.pdf
Size:
3.64 MB
Format:
Adobe Portable Document Format