UAV Predictive Maintenance — Digital Twin

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Overview Armory Mission Diagnostics Model Lab

Tactical Radar · 360° Sweep

● Ally● Unknown● Hostile

Thermal °C—

Vibration g—

Power A—

Active Asset

No asset selected — pick one in the Armory.

Remaining Useful LifeNominal

100.0 %

Live Telemetry Stream

Speed

0000kts

Altitude

0000ft

Thermal

018.0°C

Power

000.0A

Vibration

00.00g

Mission T+

000.0s

Frames driven by a client-side flight envelope; Remaining Useful Life erodes through a heuristic degradation model reacting to thermal and vibration excursions.

Mission Control

Software engineer and ML researcher based in London.

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© 2026 Swarnim Mandal. All rights reserved.

London, United Kingdom