A complete tool to automate constellation monitoring from early identification of anomalies in the satellites to telemetries correlations extraction. CASTeC® supports Satellite Controllers in the identification of critical operative conditions affecting service performance and mitigation strategies definition.
Benefits
Predictive Capabilities
CASTeC ® provides predictive alerts on the status of the satellites constellations, based on a detailed analysis of each single telemetry of the constellation
Relevant information
CASTeC ® identifies relevant events from the degree on anomaly detected
Events understanding
CASTeC ® supports events troubleshooting by guiding the SC in the identification of potential cause-effect relations among events.
Ease of deployment
CASTeC ® is a software module that can be easily interfaced with different ground segment operations platforms.
No need for experts’ knowledge
The implemented algorithms do not need experts’ knowledge on Artificial Intelligence to be configured, but only limited information and knowledge to define the relevant operative conditions of the satellites.
Features
Innovation
CASTeC ® characterises the expected behaviour of satellites based on an innovative method developed by SATE, named FETCH (FEaTure CHeckability)
Checkability
FETCH extracts the features of the raw telemetries time series that are “checkable” in a specific context, thereby characterising their expected behaviour
Context-specific checks
Automatic definition of checks to be applied to telemetries that are “parameter-specific” and “context-specific”
Interpretable AI
The advantage of FETCH with respect to a conventional AI is that it is fully interpretable, thus the reasons for the anomalies identified can be explained and understood by SCs.
