ZenaByte has already addressed the following application areas:
- Asset status nowcasting and forecasting from heterogeneous data.
- Train delay forecasting.
- Asset maintenance optimisation.
- Prediction of aircraft trajectories from ATM planning data.
- Extraction of safety and resilience indicators and dimensions from airprox safety reports.
- Prediction of Power Delivery and Propeller RPM of cargo ships.
- Condition based maintenance of naval propulsion systems (with minimal feedbacks).
- Assessment of fairness of artificial intelligence solutions.
- Optimisation of the geometrical parameters for the design of turbines and compressors.
- Forecasting of plastic material aging.
- Ranking of medical patients
- Evaluating the risk of COVID-infection in the indoor environment from droplets and aerosols
- Floating spar-type offshore wind turbine design optimisations via surrogate models.
- Mooring line tension prediction for floating offshore wind turbines to improve monitoring, lifespan, and safety.