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Deep-Neural-Network-based anomaly detector for DC/DC power converter failure detection

dc.contributor.authorFernández Costales, Miguel 
dc.contributor.authorFernández Miaja, Pablo 
dc.contributor.authorArias Pérez de Azpeitia, Manuel 
dc.contributor.authorFernández Álvarez, José Antonio 
dc.date.accessioned2024-11-05T07:54:34Z
dc.date.available2024-11-05T07:54:34Z
dc.date.issued2024
dc.identifier.urihttps://hdl.handle.net/10651/75373
dc.descriptionSPAICE Conference on AI in and for Space (1st. 2024. European Centre for Space Applications and Telecommunications (ECSAT), UK)spa
dc.description.abstractThe Electrical Power Subsystem (EPS) of a spacecraft is paramount to its operation since it will guarantee that every piece of equipment is receiving its required power. Therefore, the reliability of the power subsystem is one of the cornerstones of the full spacecraft reliability. DC/DC converters are one of the main constituents of the power subsystems. A method able to estimate the degradation of a dc-dc converter would enhance the power system reliability. It would allow to detect dc-dc converters prone to failure and to take corrective actions to extend their remaining lifespan.spa
dc.description.sponsorshipThis work has been funded by the Spanish Ministry of Science through PID2021-127707OB-C21 and by the Principality of Asturias through PA-23-BP21-207.spa
dc.language.isoengspa
dc.relation.ispartof1st SPAICE Conference on AI in and for Spacespa
dc.rights© 2024 ESA
dc.subjectDC/DC Convertersspa
dc.subjectPower electronicsspa
dc.subjectSpacespa
dc.subjectArtificial Intelligencespa
dc.titleDeep-Neural-Network-based anomaly detector for DC/DC power converter failure detectionspa
dc.typeconference outputspa
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-127707OB-C21/ES/NEW TOPOLOGIES FOR A STANDARDIZED POWER DISTRIBUTION SYSTEM IN SATELLITES (NETODIS)/spa
dc.relation.projectIDPA-23-BP21-207spa
dc.rights.accessRightsopen accessspa
dc.type.hasVersionAMspa


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