Quantifying the suitability and feasibility of predictive maintenance approaches

Autor: Silveira, N.N.A., Meghoe, A.A., Tinga, T.

Publikováno v: In Computers & Industrial Engineering August 2024 194

VALIDATION OF A PHYSICS-BASED PROGNOSTIC MODEL WITH INCOMPLETE DATA A RAIL WEAR CASE STUDY

Autor: Annemieke Meghoe, Richard Loendersloot, Tiedo Tinga

Publikováno v: International Journal of Prognostics and Health Management, Vol 14, Iss 1 (2023)

While the development of prognostic models is nowadays rather feasible, the implementation and validation thereof can still create many challenges. One of the main challenges is the lack of high-quality input data like operational data, environmental

Externí odkaz: https://doaj.org/article/9d6bb8834cc94454b223cb353a33f679

A hybrid predictive methodology for head checks in railway infrastructure

Autor: Annemieke Angelique Meghoe, Ali Jamshidi, Tiedo Tinga, Richard Loendersloot

Publikováno v: Proceedings of the Institution of Mechanical Engineers. Part F: Journal of rail and rapid transit, 235(10), 1312-1322. Sage

This paper presents a hybrid method to assess the rail health with the focus on a specific type of rail surface defect called head check. The proposed method uses physics-based and data-driven models in order to model defect initiation and defect evo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b6e04234e1675e78a13a10d191713864
https://doi.org/10.1177/0954409721993611

Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps

Autor: Alves da Silveira, Nubia Nale, Loendersloot, Richard, Meghoe, Annemieke Angelique, Tinga, Tiedo

Publikováno v: Proceedings of the 6th European Conference of the Prognostics and Health Management Societ, 372-380
STARTPAGE=372;ENDPAGE=380;TITLE=Proceedings of the 6th European Conference of the Prognostics and Health Management Societ

The maintenance of vehicles and components is present in most people's daily lives, ranging from changing a private vehicle's oil to the failure prediction of an aircraft component during flight. Usually, the manufacturer's maintenance recommendation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::5c7b359c806049cd19e5a09ee4d9294f
https://research.utwente.nl/en/publications/94df62ab-c9ca-4c8f-984d-9310b649531f

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