In-Orbit Demonstration of Antelope
• Demonstrates continuous operation of the Antelope system in Low Earth Orbit (LEO) for 8 weeks without failures or errors, showcasing its reliability and resilience.
• Focuses on validating the long-term performance of on-board machine learning algorithms for telemetry and anomaly detection, highlighting the robustness of the system during extended operations.
• Utilizes advanced machine learning techniques, including RandomForest and Telemanom, to refine satellite strategies based on telemetry and thermal data, ensuring optimal satellite management throughout the mission.
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