maintenance IoT Dataset Records

Kaggle

Industrial IoT Jan 13, 2026

Industrial Equipment Maintenance Data

Real-time sensor data for industrial equipment with maintenance history. Designed for developing predictive maintenance models, failure mode analysis, and maintenance planning systems.

#maintenance #equipment #sensor data #failure modes +3 more

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External

Smart Home Jan 13, 2026

Smart Manufacturing Maintenance Dataset

Industrial equipment sensor data with real-time measurements for predictive maintenance and decision support. Combines temperature, vibration, pressure readings with maintenance costs and failure probability scores.

#predictive maintenance #manufacturing #sensor data #equipment failure +3 more

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Government

Industrial IoT Jan 12, 2026

NASA Turbofan Jet Engine Data (Predictive Maintenance)

Simulated run-to-failure degradation data from turbofan jet engines. This dataset is widely used as the benchmark for predicting Remaining Useful Life (RUL) in industrial systems.

#predictive maintenance #aerospace #turbofan #nasa +3 more

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GitHub

Industrial IoT Jan 12, 2026

Bosch CNC Machining: Process Monitoring (2025 Update)

Benchmark dataset from Bosch for process monitoring of milling machines based on high-resolution acceleration data.

#predictive maintenance #manufacturing #acceleration data #anomaly detection +1 more

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GitHub

Industrial IoT Jan 12, 2026

IBM IoT Predictive Maintenance: Equipment Failure Detection

945 IoT sensor records from IBM's official repo monitoring equipment with pressure measurements for machine failure prediction.

#predictive maintenance #equipment failure #sensor data #machine learning

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University

Industrial IoT Jan 12, 2026

Hydraulic System Condition Monitoring (Multi-Sensor)

Multi-sensor data (pressure, temperature, flow) from a hydraulic test rig for fault diagnosis of cooler, valve, pump, and accumulator.

#hydraulic system #predictive maintenance #sensor fusion #condition monitoring +2 more

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