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Space Mission AI

AI-powered spacecraft anomaly detection using a GRU AutoEncoder.

Features

  • Real-time telemetry monitoring
  • Spacecraft anomaly detection
  • Battery health monitoring
  • Thermal monitoring
  • Reaction wheel monitoring
  • FastAPI backend
  • React frontend integration

Model

GRU AutoEncoder trained on CMAPSS-based spacecraft telemetry.

Input

Telemetry parameters:

  • Battery_SOC
  • Battery_Temperature
  • Solar_Power
  • Voltage
  • Current
  • CPU_Load
  • Memory_Usage
  • Fuel_Level
  • Component_Health
  • Health_Score
  • Roll
  • Pitch
  • Yaw
  • Signal_Strength
  • Data_Rate
  • Storage_Usage
  • Payload_Health
  • Reaction_Wheel_Health
  • Radiation_Level
  • Mission_Time
  • Power_Draw
  • Thermal_Temperature

Output

  • Normal
  • Anomaly Score
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