Unknown Faults
Novel and unforeseen failure modes are the norm, not the exception.
Detect anomalies. Estimate mission impact. Execute bounded recovery. Preserve swarm continuity.
SmallSats and distributed missions face constrained communications, dynamic environments, and limited opportunities for continuous ground intervention.
Novel and unforeseen failure modes are the norm, not the exception.
Intermittent links and bandwidth limits delay detection, coordination, and action.
A single degraded node can undermine mission objectives if the rest of the swarm cannot adapt.
A modular onboard runtime that watches telemetry, interprets anomalies, estimates consequence, and executes bounded response under real spacecraft constraints.
Probabilistic estimation of system health under uncertainty and changing operating context.
Detect deviations from expected behavior, including previously unseen failure signatures.
Rank likely subsystem interactions and probable fault locations instead of raising a blind alarm.
Quantify how faults affect survivability, mission utility, urgency, and operational consequence.
Execute safe, reviewable, policy-compliant actions within resource limits and authority boundaries.
Share compressed health insights so neighboring nodes can rebalance and preserve mission goals.
ROHMAS is built as a bounded operational loop: ingest, interpret, prioritize, respond, and coordinate.
Collect multi-source telemetry on-board.
Infer health state and detect anomalies.
Estimate impact and rank what matters.
Execute bounded actions to recover or mitigate.
Share insights and preserve swarm goals.
ROHMAS fits missions where partial failure is normal, communications are constrained, and resilience must happen on-board.
Maintain coverage and data quality despite faults, outages, and changing mission dynamics.
Safely test and validate autonomy under realistic spacecraft constraints with bounded risk.
Reduce triage burden, accelerate off-nominal response, and preserve mission utility at fleet scale.
ROHMAS reduces dependence on constant ground oversight by turning health monitoring into structured, bounded, mission-level resilience.
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