Industrial IoT: Predictive Maintenance Vibration Logs
Catalog Summary
"Vibration and acoustic sensor data from manufacturing robotic arms, labeled for failure prediction and fault diagnosis."
Catalog Notes
Raw accelerometer data captured from industrial motors operating under different load conditions. This dataset is critical for Predictive Maintenance (PdM) algorithms.
Dataset Columns:
- Vibration_X, Vibration_Y, Vibration_Z
- Motor_RPM (Speed)
- Temperature_Core
- Status (Normal / Bearing Fault / Overheating)
Target Audience: ML Engineers working on Industry 4.0 applications.
View Data Structure
To explore column names, data types, and sample rows, visit the official dataset page on External.
Preview on ExternalCite This Catalog Record
IoTDataset.com (2026). Industrial IoT: Predictive Maintenance Vibration Logs — catalog record. [Dataset]. IoTDataset.com. https://iotdataset.com/data/industrial-iot-predictive-maintenance-vibration-logs
The publisher's preferred dataset citation is not recorded. The text above cites this IoTDataset.com catalog record, not the underlying dataset.
Catalog publisher: IoTDataset.com (2026)
Indexed by IoTDataset.com on Jan 05, 2026
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