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ULTIMATE: Trustworthy Hybrid AI for robotic and space use cases

ULTIMATE: Trustworthy Hybrid AI for space use case

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Thales Alenia Space works for ULTIMATE on Smart FDIR for Satellite on-board Autonomy with satellite reaction wheel.
The Thales Alenia Space Use Case is exploring the capacity of AI to enhance the classical on-board FDIR (Failure Detection Isolation and Recovery) which is currently in charge of on-board anomaly monitoring and diagnostic, thanks to preventive failure monitoring and prognostics. This approach leverages on recent works exploring the processing of spacecraft telemetries to support Operations teams in detecting unexpected behaviors or situations thanks to AI capabilities, but goes one step further as it consists of performing the inference on-board with a Trustworthy AI implemented within the system itself, and thus having access to all the on-board parameters.