rul IoT Dataset Records | IoTDataset.com

Zenodo

Industrial IoT Jun 06, 2026

MetroPT2 — Train Compressor Predictive Maintenance Benchmark [7.1M instances]

Real train-compressor sensor dataset from Porto metro with 7,116,940 time-series instances and 21 attributes. CSV files support anomaly detection, failure prediction, and RUL research.

#iot #industrial iot #predictive maintenance #railway +8 more

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Government

Industrial IoT Apr 10, 2026

NASA C-MAPSS Turbofan Engine Degradation — 4 Sub-datasets, 21 Sensors [Run-to-Failure]

NASA Prognostics Center run-to-failure simulation dataset for turbofan engines. Four operational sub-datasets with 21 sensor channels and 3 operational settings. TXT/CSV format. Primary benchmark for Remaining Useful Life (RUL) estimation.

#iot #industrial-iot #predictive-maintenance #remaining-useful-life +11 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

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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