Our Vision: AI2X is an innovative team comprised of university students focused on technology and artificial intelligence. We represent our country in national and international competitions by developing projects in autonomous systems, artificial intelligence, and robotics. Our Mission: Our team consists of students from various engineering disciplines and develops solutions to complex problems through interdisciplinary work.
The project “Real-Time Fault Detection and Remaining Useful Life Estimation System for Unmanned Aerial Vehicles”, developed by AI2X, introduces an AI-powered technology poised to transform the defense industry. This presentation will detail how our multi-sensor system, integrated into fixed-wing UAVs, leverages LSTM, CNN, and Autoencoder algorithms to perform real-time fault detection and predictive maintenance. By employing adaptive thresholding and risk analysis during flight, the system provides critical alerts through anomaly detection, thereby maximizing mission safety and operational continuity. Particularly effective in long-duration and demanding missions, this innovation enhances UAV reliability, reduces mission cancellation risks, and enables cost-efficient maintenance strategies. The session will provide defense industry professionals with an in-depth look at the technical foundations of this solution and its applicability in real-world scenarios.
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