S.P.E.C.T.R.A · INITIALIZING
Sensor Prognostics & Edge Computing for Telemetry-based Real-time Analysis
✅ CYCLE COMPLETE — REPLAYING
✈
S.P.E.C.T.R.A
Sensor Prognostics & Edge Computing for Telemetry-based Real-time Analysis · BiLSTM+Attention
STEP
—
STABLE →
NORMAL ✅
IMU
NORMAL
MAE Error
—
Degradation
—
IMU nominal
ATT
NORMAL
MAE Error
—
Degradation
—
Attitude stable
BAT
NORMAL
MAE Error
—
Degradation
—
Battery healthy
Remaining Useful Life — Composite (Worst-Case Sensor)
STABLE
Health Index History — Real-Time (All Sensors)
⚡ AGENTIC DECISION LAYER
— CONF
Priority Sensor
—
Fastest Degrading
—
Detected Fault
Awaiting stream...
Recommended Action
Awaiting stream...
PER-SENSOR SNAPSHOT
IMU
NORMAL
—
ATT
NORMAL
—
BAT
NORMAL
—