Satellite Ground Segment
One of the world’s largest supplier of Earth observation systems approached PREDICT to provide a predictive maintenance solution for their Earth Observation Ground Segments.
Detect process drifts
Identifying Root Causes
Improve operational availability
challenge
The client was looking for a solution that could
- Improve the operational availability of their IT Infrastructure
The complete IT infrastructure, comprising of mission planning, programming & application servers, massive data storage, data servers, firewall systems & high secure networks, were meticulously studied and different models were formulated to monitor their behaviour. This enabled in providing regular feedback to boost the operational availability of the infrastructure.
- Detect process drifts
By using efficient predictive analytic algorithms, all the systems were monitored to detect abnormal behaviours so that appropriate actions could be taken to immediately remedy the situation.
- Identify root causes
By predicting the abnormal behaviour of a system and, identifying the appropriate root cause, could lead to a substantial increase in the operational performance of the ground station.
solution
Ground segments comprise of all the ground-based elements that facilitate the continuous supervision of a spacecraft system. For the ground segment to function accurately and efficiently, it is critical to have an IT infrastructure without unforeseen outages and unanticipated breakdowns.
Analysing all the systems of the IT infrastructure and combining with the historical data, PREDICT was able to model the behaviour of these systems.
PREDICT was able to demonstrate the capability to detect drifts as early as possible in the IT infrastructure.