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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Agriculture Feb 13, 2026

CropClimateX: Multi-modal US Agriculture Monitoring

CropClimateX integrates satellite imagery, weather, and soil data across 1,527 US counties, enabling multi-task learning for yield prediction and climate impact analysis in agriculture.

#Climate Change #Satellite Imagery #Big Data #Yield Prediction +1 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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Network Security Jan 20, 2026

NASA Turbofan Engine Degradation Simulation (CMAPSS Dataset)

Industry-standard dataset for prognostics research with simulated run-to-failure data from 100 turbofan engines including 21 sensor readings and remaining useful life (RUL) labels for predictive maintenance algorithms.

#predictive maintenance #prognostics #RUL prediction #turbofan engines +6 more

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Smart Home Jan 14, 2026

Urban Traffic Flow & Occupancy (Smart City)

Real-time traffic telemetry from inductive loop sensors on urban highways. Includes vehicle count, speed, and lane occupancy.

#traffic management #smart city #urban planning #loop sensors +1 more

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Smart Home Jan 14, 2026

IoT Energy Consumption of Appliances

Telemetry from smart plugs monitoring individual household appliances. Used for identifying energy-hungry devices and predictive load balancing.

#energy monitoring #smart home #load forecasting #sustainability +1 more

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Smart Home Jan 13, 2026

Smart Grid Stability Augmented Data

Simulated data for analyzing the stability of smart grids under the Decentral Smart Grid Control (DSGC) concept. Classifies grid state as stable or unstable.

#smart grid #energy stability #decentralized control #power system +1 more

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Smart Home Jan 13, 2026

MetroPT-3: Predictive Maintenance for Metro Trains

Real-world data from a metro train's Air Production Unit (APU), capturing pressure, temperature, and motor current to predict component failures.

#predictive maintenance #industrial iot #metro train #air compressor +1 more

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Smart Home Jan 13, 2026

MHEALTH (Mobile Health) Dataset

Body motion and vital signs recordings from volunteers performing physical activities, used for human behavior analysis and health monitoring.

#healthcare #mhealth #wearable sensors #activity recognition +1 more

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Smart Home Jan 13, 2026

UTD19: Largest Multi-City Traffic Dataset

Largest publicly available multi-city traffic dataset with 23,541 stationary detectors across 40 cities worldwide. Rich source for traffic dynamics research and urban mobility studies.

#traffic data #multi-city #urban roads #stationary detectors +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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External

Smart Home Jan 13, 2026

Glasgow Urban Traffic Flow Dataset (2019-2023)

High-resolution traffic flow data from 470 sensors across Glasgow covering 4 years (Oct 2019 - Sep 2023). Captures traffic patterns during COVID-19 pandemic with 15-minute intervals.

#traffic monitoring #urban planning #smart city #transportation +3 more

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