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
