Digital Twin
UAV Propulsion Health System
Connecting…
Heartbeat: —
ACTIVE STAGE:
STANDBY
TELEMETRY TIMESTAMP:
—
FAULTS ACTIVE:
0
Engine RPM
—
rev / min
Baro Altitude
—
metres MSL
Ambient Temp
—
°C (calculated ISA)
Air Density Ratio (σ)
—
ρ / ρ₀
Live Engine Channels
Backend Derived Twin
Independent Physics Computation (1 Hz)
Channel Name
Actual (Sensor)
Twin Expected
Deviation
Health Status
Awaiting telemetry stream from backend…
Physics-Layer Trend (Actual vs Backend Expected)
Cylinder Head Temp (°C)
Oil Temp (°C)
Oil Pressure (psi)
Exhaust Gas Temp (°C)
Fuel Flow (L/h)
Vibration (g)
Battery Voltage (V)
Regulated Bus Voltage (V)
Alternator Output (A)
Physics Layer Intelligence
Live / Real-Time
Awaiting live evaluation…
Physics model:
Expected values use the Rotax 914 guide. EGT uses phase-nominal AFR because CAN carries no live AFR sensor.
Physics inputs
Awaiting telemetry…
Machine Learning Anomaly Detection
Loading model…
Isolation Forest + Rules
Awaiting model status…
Environment-specific healthy-baseline model. Model metrics use synthetic-fault validation; it is decision support, not a certified safety classifier.
Fault Prediction & Rule Evidence
Waiting
Explainable Rule Layer
Awaiting model result…
Remaining useful life is not inferred by the supplied healthy-baseline anomaly model.
Event & Fault Timeline
Audited
No events recorded yet.