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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Kaggle

Environmental IoT Jan 13, 2026

IoT-Based Environmental Health Monitoring Dataset

Specialized IoT dataset measuring environmental factors impact on student mental health. Combines air quality, noise levels, temperature, humidity with wellness surveys from university campus.

#environmental health #IoT sensors #mental health #university +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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University

Healthcare / IoMT Jan 12, 2026

Heart & Lung Sounds (Digital Stethoscope IoT)

Clinical recordings of individual and mixed heart/lung sounds captured via digital stethoscope IoT sensors.

#IoMT #digital stethoscope #heart sounds #clinical manikin +1 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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Kaggle

Environmental Jan 12, 2026

Indoor Air Quality Dataset (IAQ Monitoring)

Real-time indoor air quality from IoT sensors tracking CO2, VOCs, PM2.5 for building health and occupancy correlation.

#air quality #indoor monitoring #iot sensors #health analytics

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University

Environmental Jan 12, 2026

Air Quality Dataset (UCI Repository)

Chemical sensor measurements tracking CO, NO2, NOx, O3, SO2, PM10 with hourly granularity for environmental health.

#air quality #pollution monitoring #chemical sensors #environmental health

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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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Government

Environmental Jan 12, 2026

Air Quality Monitoring (PM2.5, CO2, Ozone)

Hourly air quality measurements from distributed IoT stations across major cities tracking PM2.5, CO2, NO2, and Ozone levels.

#air quality #pm2.5 #co2 #ozone +2 more

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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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