Tag: Predictive-Maintenance
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FFT vs Envelope Analysis: Bearing Fault Trade-offs
Compare FFT and envelope analysis for bearing fault detection. Discover which method excels at catching early-stage defects in noisy industrial environments.
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PHM Intro: What Is RUL Prediction? Concepts to Data Prep
RUL prediction 101: formulate the problem, engineer degradation features from sensor data, and prepare NASA C-MAPSS dataset for model training.
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Sensor Fusion and IoT Integration in Smart Manufacturing
Weighted averaging vs temporal fusion transformers for sensor fusion: benchmark on 6-axis IMU data shows surprising edge deployment winner.