Dispatcher3 at glance
Dispatcher3 will be used during the pre-departure but at different decision periods. Independent user-oriented models, which consider the information available at each time-frame, will be developed.
Dispatcher3 is organised in three layers:
- Data infrastructure: Powered by DataBeacon (a Multi-sided, open source, data storage and processing platform). Providing private environments, secure data frames, the full-stack AI environment, and a scalable infrastructure;
- Predictive capabilities; with two different modules:
- Data acquisition and preparation: with a first phase of data wrangling and a second step of descriptive analytics.
- Predictive model: consisting on target variable labelling and feature engineering and training, test and validation of machine learning models.
- Advice capabilities: producing specific advise to users: dispatchers, pilots and schedule planners.