University

Industrial IoT Apr 10, 2026

CWRU Bearing Fault Dataset — 2HP Motor Vibration, 4 Fault Diameters [12k & 48k Hz]

Benchmark bearing vibration dataset from Case Western Reserve University with drive-end and fan-end faults at 4 severity levels. Sampled at 12 kHz and 48 kHz. MATLAB MAT and CSV formats. Used for fault diagnosis and vibration-based condition monitoring.

#iot #industrial-iot #predictive-maintenance #bearing-fault +11 more

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UCI

Industrial IoT Apr 10, 2026

AI4I 2020 Predictive Maintenance — Milling Machine Sensor Failures [10,000 Records]

Synthetic IIoT dataset reflecting real milling machine predictive maintenance scenarios. 10,000 records with 14 features including air temperature, process temperature, rotational speed, torque, and 5 labeled failure types. CSV format. Ideal for multi-label fault classification.

#iot #industrial-iot #predictive-maintenance #milling-machine +11 more

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Kaggle

Industrial IoT Apr 10, 2026

Bosch Production Line Performance — Assembly Line Fault Detection [1.18M Parts]

One of Kaggle's largest IIoT manufacturing datasets with 1.18 million parts measured across Bosch's assembly lines. Thousands of anonymized sensor features split across numeric, categorical, and date files. CSV format. Used for quality control and failure prediction.

#iot #industrial-iot #predictive-maintenance #manufacturing +11 more

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Research Paper

Industrial IoT Apr 10, 2026

IIoT Metalworking Fluid Degradation — Real-World Physicochemical Sensor Monitoring [Multi-Month]

Real-world IIoT multivariate time series dataset tracking physicochemical degradation of metalworking fluid over several months. Includes imputed benchmark variants for 5 methods. CSV format. Designed for predictive maintenance and anomaly detection research in manufacturing.

#iot #industrial-iot #predictive-maintenance #metalworking-fluid +11 more

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Government

Healthcare Apr 10, 2026

FDA Wearable Gait Dataset — Synchronized Smartphone IMU & Pressure Walkway [400 Trials]

Open-access wearable gait dataset with 400 CSV files from 20 healthy participants across 5 smartphone orientations and 2 gait trial types. 100 Hz IMU sampling. Used for smartphone-based gait metric validation and wearable sensor accuracy studies.

#iot #wearable #healthcare #gait-analysis +11 more

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Government

Energy Apr 06, 2026

Smart* Data Set for Sustainability — 3 Instrumented Homes & 400+ Anonymous Homes

Smart-home energy dataset with detailed electrical, environmental, and operational streams from 3 real homes plus minute-level electricity data from 400+ homes. Open portal export format. Used for sustainable home and demand analysis.

#iot #smart-home #energy #sustainability +10 more

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Zenodo

Cybersecurity Mar 20, 2026

Gotham Dataset 2025 - Large-Scale IoT Network Intrusion Detection

Reproducible large-scale IoT network dataset from 78 emulated devices using MQTT, CoAP, and RTSP protocols. Includes benign and malicious traffic with DoS, brute force, scanning, and C&C attacks in PCAP and CSV formats.

#IoT security #intrusion detection #smart city #MQTT +5 more

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Kaggle

Industrial IoT Feb 19, 2026

IoT-Integrated Predictive Maintenance Dataset

Time-series sensor readings from industrial machines for predictive maintenance and anomaly detection applications.

#Industrial IoT #Predictive Maintenance #Sensors #Manufacturing +3 more

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External

Smart City Feb 15, 2026

AirIoT: IoT-Based Air Pollution Monitoring Dataset

AirIoT is an open-access dataset for IoT-based air pollution monitoring, featuring real-time sensor readings for PM2.5, PM10, temperature, and humidity from urban deployments.

#Environment #Air Quality #Smart City #PM2.5 +1 more

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Kaggle

Smart Home Feb 10, 2026

Global Hydropower Tracker (2026 Update)

A comprehensive, global dataset of hydropower plants, tracking their status, location, and capacity to support analysis of renewable energy infrastructure.

#Hydropower #Renewable Energy #Global #Infrastructure +2 more

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Kaggle

Smart Home Feb 10, 2026

High-Resolution Global Solar Atlas (SolarGIS)

High-resolution, long-term historical data for solar photovoltaic (PV) and concentrated solar power (CSP) potential assessment anywhere on the globe.

#Solar Energy #Solar Irradiance #GIS #Photovoltaic +2 more

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External

Industrial IoT Feb 08, 2026

Predictive maintenance dataset (v1.0.0)

Public (anonymized) predictive maintenance datasets from Huawei Munich Research Center for elevator industry; operation time series sampled at 4Hz (16:30–23:30) using electromechanical sensors, humidity, and vibration.

#predictive-maintenance #elevator #industrial-iot #timeseries +4 more

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