Work Stream 1
· Realization of a non-intrusive Smart Metering sensor networks at Railway System level
· An open system and interface for data collection, aggregation and analysis in an open source Operational Data Management (ODM) Platform
· A set of User Applications design and specifications. The Applications will exploit the energy analysis process with the aim to enhance the energy decision making and the line operation patterns, as well as other possible improvements such as preventive maintenance
Work Stream 2
· Support data-driven methodologies applied in real world railway contexts
· Address fundamental topics of data and transactions security, safeguarding data ownership rights, railway specific structural contract mechanisms for information and knowledge exchange
· Extend the work carried out in the framework of the IN2RAIL project by studying, designing and developing data-driven IT tools and methodologies for explicit knowledge extraction, with particular reference to the derivation of data-driven descriptive, diagnostic, and predictive models
· Design and develop visual analytics tools for the interpretation of data and models by human operators and decision makers