Space Operations Projects
Explore guided student projects in Space Operations. Build hands-on skills with real aerospace tools and data.
2 projects
Combine with other filters → AI/ML
Reinforcement Learning for Spacecraft Docking
Train an AI agent to autonomously dock with a space station
Build a reinforcement learning environment for spacecraft proximity operations and train an agent to perform autonomous docking. Uses OpenAI Gymnasium and Stable-Baselines3.
Start Project → Some AI/MLSatellite Telemetry Anomaly Detection
Catch satellite failures before they happen using unsupervised ML
Apply unsupervised clustering algorithms to real satellite telemetry datasets to detect anomalous behavior patterns before they escalate into failures. Combines signal processing, feature engineering, and scikit-learn to build a production-ready anomaly detection pipeline.
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