SensiML Data Depot

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.

Industrial Predictive Maintenance Fan Motor Demo v1

Part of Free Trial

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Industrial, Predictive Maintenance, Tutorial

fan, fault detection

Accel, Gyro Sensors Used

19 captures# Capture Files

QL Merced

CSV, SensiML

August 14, 2019 Created OnSensiML Admin Author

CC-BY License Type

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.

Industrial Worker Gesture Recognition

Part of Free Trial

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Industrial, Industrial Wearables, Tutorial

gesture recognition, wearable, worker

Accel, Gyro Sensors Used

20 captures# Capture Files

QL Merced, Nordic Thingy, ST SensorTile

CSV, SensiML

August 16, 2019 Created OnSensiML Admin Author

CC-BY License Type

Motion-based gesture recognition dataset for wrist-worn wearable device.

Predictive Maintenance Demo (Digital Sensors) View Dataset

Industrial, Predictive Maintenance

factory, fault detection, predictive maintenance

Accel, Gyro Sensors Used

80 captures# Capture Files

ST SensorTile

CSV, SensiML

October 23, 2019 Created OnSensiML Admin Author

CC-BY License Type

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) View Dataset

Industrial, Predictive Maintenance

factory, fault detection, predictive maintenance

Accel Sensors Used

65 captures# Capture Files

QL Merced

CSV, SensiML

August 23, 2019 Created OnSensiML Admin Author

CC-BY License Type

Machine vibration dataset utilizing external analog multi-axis accelerometer sensors to detect rotor imbalance, bearing faults, bent shafts, and coupler misalignment conditions.