Increase of the Automotive Power Transistor Modules Manufacture Reliability Using Ai Detecting System for Soldering Splashes

Show simple item record
dc.contributor.authorKoniar, Dušan
dc.contributor.authorKlčo, Peter
dc.contributor.authorHargaš, Libor
dc.contributor.authorChnápko, Marek
dc.contributor.authorPocisková Dimová, Katarína
dc.contributor.authorKindl, Vladimír
dc.date.accessioned2023-06-19T10:00:10Z
dc.date.available2023-06-19T10:00:10Z
dc.date.issued2023
dc.description.abstract-translatedThis study discusses the automated visual inspection of electronic boards used in the mass production of power electronics equipment. Soldering splashes, produced during the necessary manufacturing stages, can affect the hybrid power semiconductor modules' quality, specifications and lifespan. Splashes from soldering may appear in some electronic boards areas when they may cause decreasing of quality of these boards and need to be removed. Image analysis algorithms are used to search for such areas. The automated inspection is based on neural network YOLO. The images of electronic boards, acquired by authors in SEMIKRON Slovakia company, were used as training, testing and validation dataset for the YOLO network. The custom recording system was designed to acquire those images. The implementation of this method may increase the object search success and then thereby increase the overall quality of module production.en
dc.format12 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationKONIAR, D. KLČO, P. HARGAŠ, L. CHNÁPKO, M. POCISKOVÁ DIMOVÁ, K. KINDL, V. Increase of the Automotive Power Transistor Modules Manufacture Reliability Using Ai Detecting System for Soldering Splashes. Communications -Zilina-, 2023, roč. 25, č. 2, s. C36-C47. ISSN: 1335-4205cs
dc.identifier.doi10.26552/com.C.2023.032
dc.identifier.issn1335-4205
dc.identifier.obd43939320
dc.identifier.uri2-s2.0-85160270004
dc.identifier.urihttp://hdl.handle.net/11025/52966
dc.language.isoenen
dc.project.IDEF18_069/0009855/Elektrotechnické technologie s vysokým podílem vestavěné inteligencecs
dc.publisherUniversity of Žilinaen
dc.relation.ispartofseriesCommunications -Zilina-en
dc.rights© University of Zilinaen
dc.rights.accessopenAccessen
dc.subject.translatedtransistoren
dc.subject.translatedmoduleen
dc.subject.translatedsolderen
dc.subject.translatedsplashen
dc.titleIncrease of the Automotive Power Transistor Modules Manufacture Reliability Using Ai Detecting System for Soldering Splashesen
dc.typečlánekcs
dc.typearticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

Files

Original bundle
Showing 1 - 1 out of 1 results
No Thumbnail Available
Name:
kindl_Csl_001975_fin-0005.pdf
Size:
3.2 MB
Format:
Adobe Portable Document Format
Download

Collections

OBD
 Articles (KEV)
 Articles (RICE)