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The MetroPT dataset for predictive maintenance

The paper describes the MetroPT data set, an outcome of a Predictive Maintenance project with an urban metro public transportation service in Porto, Portugal. The data was collected in 2022 to develop machine learning methods for online anomaly detection and failure prediction. Several analog sensor...

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Detalles Bibliográficos
Autores principales: Veloso, Bruno, Ribeiro, Rita P., Gama, João, Pereira, Pedro Mota
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747912/
https://www.ncbi.nlm.nih.gov/pubmed/36513667
http://dx.doi.org/10.1038/s41597-022-01877-3