sensor fusion IoT Dataset Records

UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

OPPORTUNITY: Wearable, Object and Ambient Sensor Activity Data

Body-worn, object and ambient sensor recordings of daily activities from four participants: 24 runs, 869,387 samples, 242 sensor channels and seven annotation tracks.

#human activity recognition #wearable #ambient sensors #object sensors +4 more

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Scientific Reports (Nature)

Industrial IoT / Predictive Maintenance Feb 04, 2026

A Real-World IIoT Dataset for Predictive Maintenance Based on Machine Degradation

A multi-sensor dataset from a real manufacturing environment monitoring CNC machine degradation through vibration, temperature, current, and acoustic emission sensors over a 6-month period.

#IIoT #predictive maintenance #machine degradation #CNC +4 more

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Kaggle

IoT Sensors Jan 24, 2026

Multivariate Dataset on IoT and AI - Cross-Domain Integration

Multivariate dataset exploring the integration of IoT sensor data with AI algorithms across multiple domains. Features diverse sensor types, environmental parameters, and AI model performance metrics for hybrid intelligent systems research.

#multivariate data #IoT sensors #AI integration #edge computing +5 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

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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