Development of prescriptive AnalYtics baseD on aRtificial intElligence for iAMS
The overall DAYDREAMS objective is to move forward the integration and use of data and artificial/human trustworthy intelligence together with context-driven HMI for prescriptive Intelligent Asset Management Systems (IAMS) in railway by (i) advancing in maintenance approach towards prescriptive asset management, (ii) improving the decision-making process by developing multi-objective decision optimization approaches taking into account all implications of IAMS decisions in the railway environment, and (iii) reinforcing the role of the person-in-the-loop by designing and developing advanced context-driven HMIs to allow context- and risk-aware multiple-options decision-making processes.
We are work-package leader in this project and responsible for the human-machine-interfaces and visual analytics technologies.
Fundings
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No: 101008913.