AIstronauts: Space Agents on a mission

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ORION: AI-Driven Space Operations Automation is an AI-powered system that enhances space mission safety, efficiency, and automation. It processes real-time telemetry data using Kafka, detects anomalies with an Autoencoder model, predicts failures with an LSTM-based predictive maintenance system, and enables autonomous decision-making using Reinforcement Learning (PPO). ORION's Streamlit dashboard provides real-time mission insights, minimizing human errors and optimizing spacecraft operations. Additionally, AutoGen multi-agent AI enhances decision-making and automation. This solution reduces operational costs, improves mission reliability, and scales for satellite fleet management, interplanetary missions, and deep-space exploration. ORION is designed for space agencies, aerospace companies, and research institutions, ensuring mission success and sustainability.

ORION automates space operations using real-time telemetry processing, AI-driven anomaly detection, predictive maintenance (LSTM), and RL-based decision-making, visualized via a Streamlit dashboard.

"BlackBox team on AIstronauts: Space Agents on a mission Hackathon"

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