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Development of an inspection system for the fast detection of topographic defects on bipolar plates surfaces by means of laser grid projection



dc.contributor.advisorMacek Jan
dc.contributor.authorSara Menetrey
dc.date.accessioned2022-08-24T22:53:06Z
dc.date.available2022-08-24T22:53:06Z
dc.date.issued2022-08-24
dc.identifierKOS-1243919046205
dc.identifier.urihttp://hdl.handle.net/10467/103379
dc.description.abstractFuel cells are a promising new alternative to internal combustion engines in the automotive industry. However, the production and examination costs are still too high, which makes this technology less attractive to manufacturers. Particularly with the bipolar plates, care must be taken to ensure that the quality is right. The goal of this work is to develop a new inexpensive and fast inspection system to detect topographic defects on bipolar plates surfaces by means of laser grid projection. This work analyzes the role of a bipolar plate within a fuel cell. It identifies the different production processes used in the industry today to point out the associated defects, reviews the published work of current surface inspection methods and compares their image acquisition and processing units. It derives a list of requirements for the inspection system and gives a proposition for a first prototype set-up for the system. Python was used for the control of the image acquisition and for the image processing. Several algorithms based on statistical properties, the Gray-Level Co-occurence Matrix and the Fast Fourier transform of the image have been tested with metallic discs and metallic bipolr plates. Finally, the system has been validated for the inspection of flat metallic components and needs to be improved for the inspection of metallic bipolar plates. Ideas on how to modify the set-up and the program are given in order to ameliorate the system.cze
dc.description.abstractFuel cells are a promising new alternative to internal combustion engines in the automotive industry. However, the production and examination costs are still too high, which makes this technology less attractive to manufacturers. Particularly with the bipolar plates, care must be taken to ensure that the quality is right. The goal of this work is to develop a new inexpensive and fast inspection system to detect topographic defects on bipolar plates surfaces by means of laser grid projection. This work analyzes the role of a bipolar plate within a fuel cell. It identifies the different production processes used in the industry today to point out the associated defects, reviews the published work of current surface inspection methods and compares their image acquisition and processing units. It derives a list of requirements for the inspection system and gives a proposition for a first prototype set-up for the system. Python was used for the control of the image acquisition and for the image processing. Several algorithms based on statistical properties, the Gray-Level Co-occurence Matrix and the Fast Fourier transform of the image have been tested with metallic discs and metallic bipolr plates. Finally, the system has been validated for the inspection of flat metallic components and needs to be improved for the inspection of metallic bipolar plates. Ideas on how to modify the set-up and the program are given in order to ameliorate the system.eng
dc.publisherČeské vysoké učení technické v Praze. Vypočetní a informační centrum.cze
dc.publisherCzech Technical University in Prague. Computing and Information Centre.eng
dc.rightsA university thesis is a work protected by the Copyright Act. Extracts, copies and transcripts of the thesis are allowed for personal use only and at one?s own expense. The use of thesis should be in compliance with the Copyright Act http://www.mkcr.cz/assets/autorske-pravo/01-3982006.pdf and the citation ethics http://knihovny.cvut.cz/vychova/vskp.htmleng
dc.rightsVysokoškolská závěrečná práce je dílo chráněné autorským zákonem. Je možné pořizovat z něj na své náklady a pro svoji osobní potřebu výpisy, opisy a rozmnoženiny. Jeho využití musí být v souladu s autorským zákonem http://www.mkcr.cz/assets/autorske-pravo/01-3982006.pdf a citační etikou http://knihovny.cvut.cz/vychova/vskp.htmlcze
dc.subjectfuel cellcze
dc.subjectsurface inspectioncze
dc.subjectlaser grid projectioncze
dc.subjectimage processingcze
dc.subjectfuel celleng
dc.subjectsurface inspectioneng
dc.subjectlaser grid projectioneng
dc.subjectimage processingeng
dc.titleVývoj kontrolního systému pro rychlé nalezení tvarových odchylek na povrchu bipolárních desek pro palivové články pomocí laserem promítané mřížkycze
dc.titleDevelopment of an inspection system for the fast detection of topographic defects on bipolar plates surfaces by means of laser grid projectioneng
dc.typediplomová prácecze
dc.typemaster thesiseng
dc.contributor.refereeLöser Rico
theses.degree.disciplineAdvanced Powertrainscze
theses.degree.grantorústav automobilů, spalovacích motorů a kolejových vozidelcze
theses.degree.programmeMaster of Automotive Engineeringcze


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