Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283726437> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4283726437 abstract "Railway equipment is very important in terms of maintenance, due to the complexity of its mechanical and electrical systems and the number of interchangeable parts. Thus, in order to ensure reliable and safe performance, railway companies must carry out regular maintenance and replace faulty equipment in a timely manner, without disrupting train operations. In addition, maintenance facilities are spread over the entire rail network, so an intelligent solution is needed to predict maintainability following breakdowns and allow technicians to take the necessary measures to ensure the proper functioning of all their equipment. Mean Time To Repair (MTTR) is one of the performance indicators used to determine the maintainability of an asset. Using historical data, in combination with failure data and maintenance action data, we explore several methods: linear and polynomial regression algorithms, Lasso regression, Ridge regression and random forests to build MTTR prediction models for the rail system. The results obtained are very promising and show that the linear and polynomial algorithms outperform the others on the prediction of maintenance performance in terms of MTTR." @default.
- W4283726437 created "2022-07-01" @default.
- W4283726437 creator A5048561458 @default.
- W4283726437 creator A5082311986 @default.
- W4283726437 creator A5089551804 @default.
- W4283726437 date "2022-05-18" @default.
- W4283726437 modified "2023-10-16" @default.
- W4283726437 title "MTTR Prediction of railway rolling stock using regression algorithms" @default.
- W4283726437 cites W2754341172 @default.
- W4283726437 cites W3092073173 @default.
- W4283726437 cites W3111817357 @default.
- W4283726437 cites W3131351389 @default.
- W4283726437 cites W3153085482 @default.
- W4283726437 cites W3167900848 @default.
- W4283726437 cites W3186691915 @default.
- W4283726437 doi "https://doi.org/10.1109/iscv54655.2022.9806066" @default.
- W4283726437 hasPublicationYear "2022" @default.
- W4283726437 type Work @default.
- W4283726437 citedByCount "1" @default.
- W4283726437 crossrefType "proceedings-article" @default.
- W4283726437 hasAuthorship W4283726437A5048561458 @default.
- W4283726437 hasAuthorship W4283726437A5082311986 @default.
- W4283726437 hasAuthorship W4283726437A5089551804 @default.
- W4283726437 hasConcept C105795698 @default.
- W4283726437 hasConcept C11413529 @default.
- W4283726437 hasConcept C119857082 @default.
- W4283726437 hasConcept C127413603 @default.
- W4283726437 hasConcept C152877465 @default.
- W4283726437 hasConcept C160713754 @default.
- W4283726437 hasConcept C200601418 @default.
- W4283726437 hasConcept C23725684 @default.
- W4283726437 hasConcept C2778814095 @default.
- W4283726437 hasConcept C33923547 @default.
- W4283726437 hasConcept C41008148 @default.
- W4283726437 hasConcept C48921125 @default.
- W4283726437 hasConcept C70452415 @default.
- W4283726437 hasConcept C83546350 @default.
- W4283726437 hasConceptScore W4283726437C105795698 @default.
- W4283726437 hasConceptScore W4283726437C11413529 @default.
- W4283726437 hasConceptScore W4283726437C119857082 @default.
- W4283726437 hasConceptScore W4283726437C127413603 @default.
- W4283726437 hasConceptScore W4283726437C152877465 @default.
- W4283726437 hasConceptScore W4283726437C160713754 @default.
- W4283726437 hasConceptScore W4283726437C200601418 @default.
- W4283726437 hasConceptScore W4283726437C23725684 @default.
- W4283726437 hasConceptScore W4283726437C2778814095 @default.
- W4283726437 hasConceptScore W4283726437C33923547 @default.
- W4283726437 hasConceptScore W4283726437C41008148 @default.
- W4283726437 hasConceptScore W4283726437C48921125 @default.
- W4283726437 hasConceptScore W4283726437C70452415 @default.
- W4283726437 hasConceptScore W4283726437C83546350 @default.
- W4283726437 hasLocation W42837264371 @default.
- W4283726437 hasOpenAccess W4283726437 @default.
- W4283726437 hasPrimaryLocation W42837264371 @default.
- W4283726437 hasRelatedWork W12597091 @default.
- W4283726437 hasRelatedWork W13300064 @default.
- W4283726437 hasRelatedWork W4648008 @default.
- W4283726437 hasRelatedWork W4654191 @default.
- W4283726437 hasRelatedWork W5892537 @default.
- W4283726437 hasRelatedWork W6190206 @default.
- W4283726437 hasRelatedWork W6241428 @default.
- W4283726437 hasRelatedWork W881442 @default.
- W4283726437 hasRelatedWork W9163027 @default.
- W4283726437 hasRelatedWork W9707756 @default.
- W4283726437 isParatext "false" @default.
- W4283726437 isRetracted "false" @default.
- W4283726437 workType "article" @default.