Published April 18, 2024 | Version v1
Conference proceeding Open

An Integration Framework to Support Data Sharing and Process Tracking in Intelligent Asset Management Systems

Description

Presentation material for the paper "An Integration Framework to Support Data Sharing and Process Tracking in Intelligent Asset Management Systems" accepted at the 10th Transport Research Arena Conference.

Abstract: The advancement of Intelligent Asset Management Systems (IAMS) in the railway sector can be fostered by integrating data and trustworthy artificial/human intelligence. However, the implementation of solutions for maintenance prescription and optimized intervention plans requires the integration of multiple digital artifacts and the involvement of different stakeholders. This paper discusses an IAMS Support Integration Framework, facilitating the integration of diverse digital artifacts for the implementation of intelligent maintenance scenarios in a multi-stakeholder environment. To support the integration, the framework offers functionalities for enhancing data sharing and guaranteeing process tracking within an IAMS. The paper outlines the framework’s requirements and architecture, demonstrates its implementation in practical scenarios from the DAYDREAMS project and presents the preliminary evaluation performed with relevant stakeholders.

Paper: https://doi.org/10.1007/978-3-032-06763-0_57

Files

poster.pdf

Files (2.1 MB)

Name Size Download all
md5:691bb21e832caddd4951e0eb714edb2f
1.2 MB Preview Download
md5:d5aac38789b3c2f6f660a1a84a6d757e
857.5 kB Preview Download

Additional details

Related works

Describes
Publication: 10.1007/978-3-032-06763-0_57 (DOI)

Funding

European Commission
DAYDREAMS - Development of prescriptive AnalYtics baseD on aRtificial intElligence for iAMS 101008913

Dates

Available
2024-04-17