Develop RUL & Anomaly Detection Models
implementationChallengeDecember 5, 2025
Prompt Content
Using simulated SRM telemetry data (e.g., temperature, pressure, vibration from test firings), develop machine learning models to predict the Remaining Useful Life (RUL) of a critical component and detect anomalous behavior indicating impending failure. Use StarCoder 2 to generate initial data preprocessing scripts, feature engineering pipelines, or model architecture suggestions to accelerate development.
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