Maintenance-Oriented Decision-Support tools for earthworks in railway infrastructures
Portfolio of predictive and prescriptive models to support decision-making, based on AI and data analytics techniques, focused on the planning of earthworks maintenance (including cuttings and embankments) in railway infrastructures. The portfolio of models includes:
- Anomaly detection developments focused on the analysis of earthworks failures.
- Process mining studies related to the inspection process of earthworks.
- Predictive modelling, using Markov models and other techniques, considering the key variables in earthworks.
- A system for the study and optimisation of intervention strategies in earthworks.