EDHPC 2025 - 2nd European Data Handling & Data Processing Conference

Session

AI for FDIR & Autonomous Operation

C6

15 Oct 2025, 10:50

Conference room

Conveners

AI for FDIR & Autonomous Operation

• Eleonora Mariotti (ESA)
• Vito Fortunato (Planetek Italia)

144. Hera AI FDIR - On Board Telemetry anomaly detection using ML

Lukáš Málek (Huld)

15/10/2025, 10:50

Presentation

Abstract— Autonomous fault and anomaly detection is critical for ensuring the safety and success of space missions, addressing the limitations of ground-based analysis due to bandwidth constraints and operational delays. The conventional approach in Space Operations involves using Out-of-Limits (OOL) alarms for anomaly detection, which may prove insufficient in identifying and responding to...

133. Advanced Health Monitoring and Failure Identification in Satellite Avionics using Machine Learning

15/10/2025, 11:10

AI and Machine learning for on-board data processing

Presentation

132. Enhanced Reliability and Autonomy for Satellite Operations Through AI-Driven Predictive Maintenance of Control Moment Gyroscopes

15/10/2025, 11:30

Presentation

15. Deploying AI-based Spacecraft Telemetry Anomaly Detection on an Adaptive System-on-Chip Solution

Andrew Mccormick (Alpha Data Parallel Systems Ltd.)

15/10/2025, 11:50

AI and Machine learning for on-board data processing

Presentation