Demo of real-time machine state classification using SensiML Analytics Toolkit and a simple axial fan to detect fan on/off, shock, unstable base, blade guard impingement, blocked flow, and blade obstruction.
Predictive Maintenance Demo (Digital Sensors)
Machine vibration dataset utilizing low-cost MEMS accel / gyro time-series sensors to detect rotor imbalance, bearing faults, bent shafts, and coupler misalignment conditions.
Predictive Maintenance Demo (Analog Sensors)
Machine vibration dataset utilizing external analog multi-axis accelerometer sensors to detect rotor imbalance, bearing faults, bent shafts, and coupler misalignment conditions.
Industrial Predictive Maintenance Fan Motor Demo v1
Demo of real-time machine state classification using SensiML Analytics Toolkit and a simple axial fan to detect fan on/off, shock, and blade impingement.
