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Railway infrastructure maintenance efficiency improvement using deep reinforcement learning integrated with digital twin based on track geometry and component defects

Railway maintenance is a complex and complicated task in the railway industry due to the number of its components and relationships. Ineffective railway maintenance results in excess cost, defective railway structure and components, longer possession time, poorer safety, and lower passenger comfort....

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Detalles Bibliográficos
Autores principales: Sresakoolchai, Jessada, Kaewunruen, Sakdirat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9918517/
https://www.ncbi.nlm.nih.gov/pubmed/36765166
http://dx.doi.org/10.1038/s41598-023-29526-8