datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vestasv52-scada-windturbine-granadaDesigned and generated by https://simulatexp.dev
Vestas V52 Wind Turbine SCADA Synthetic Dataset - Granada Peri-Urban Installation
This synthetic dataset contains comprehensive SCADA (Supervisory Control and Data Acquisition) data simulating a Vestas V52 wind turbine operating in a peri-urban environment in Granada, Spain. The dataset captures 40,000 one-minute aggregated sensor readings across 24 parameters, simulating realistic operational conditions and fault scenarios for… See the full description on the dataset page: https://huggingface.co/datasets/vossmoos/vestasv52-scada-windturbine-granada.wind-turbine-scada-data-for-early-fault-detection
Wind Turbine SCADA Data For Early Fault Detection
About the Dataset
This dataset, originally published as "CARE to Compare: Wind Turbine Anomaly Detection Dataset," contains real-world SCADA data from wind turbines. It is designed for testing and developing anomaly detection algorithms for wind energy systems.
Dataset Overview
Duration: 89 years of cumulative operating data
Turbines: 36 wind turbines across 3 wind farms
Datasets: 95 total datasets
44 contain… See the full description on the dataset page: https://huggingface.co/datasets/kevykibbz/wind-turbine-scada-data-for-early-fault-detection.pipelinewatch-scada-synthetic
PipelineWatch — Synthetic Pipeline SCADA Leak-Detection Dataset
Part of the Aria AI oil, gas & petrochemical technical-validation portfolio.
See the companion model: alirezaaminzadeh/pipelinewatch-leak-detector
and Space: alirezaaminzadeh/pipelinewatch-leak-detection.
Data honesty
This dataset is 100% synthetic. It is generated by a simplified hydraulic/SCADA simulator
(src/pipelinewatch/simulate.py) — there is no real pipeline, SCADA historian, or customer data… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/pipelinewatch-scada-synthetic.industrial-scada-plc-automation-2026
⚙️ Industrial SCADA & PLC Automation (IEC 61131-3) SFT/DPO Suite
Frontier synthetic alignment dataset engineered for fine-tuning Large Language Models on mission-critical Industrial Automation, Siemens S7 SCL, Rockwell Studio 5000 ST, Beckhoff TwinCAT 3, Schneider M580, IEC 61508 SIL-3 Safety Systems, and SCADA fieldbus telemetry.
📊 Empirical Fine-Tuning Benchmark Delta Matrix
Evaluation Benchmark / Stress Dimension
Base Foundation Model… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/industrial-scada-plc-automation-2026.aiwithcagri_wind-turbine-gearbox-anomaly-detection-5year-scada
Wind Turbine Gearbox Anomaly Detection 5Year SCADA
5 years of high-resolution SCADA data with 525,600 samples, featuring labeled ge
Dataset Info
Source: Kaggle
Original Size: 6.33 MB
Kaggle Downloads: 190
Files: 2
Files
turbine_5yr_complex_data.csv
turbine_5yr_labeled_data.csv
Mirrored from Kaggle
wind-turbine-scada-data-for-early-fault-detection
Wind Turbine SCADA Data For Early Fault Detection
About the Dataset
This dataset, originally published as "CARE to Compare: Wind Turbine Anomaly Detection Dataset," contains real-world SCADA data from wind turbines. It is designed for testing and developing anomaly detection algorithms for wind energy systems.
Dataset Overview
Duration: 89 years of cumulative operating data
Turbines: 36 wind turbines across 3 wind farms
Datasets: 95 total datasets… See the full description on the dataset page: https://huggingface.co/datasets/Chenglipzzc/wind-turbine-scada-data-for-early-fault-detection.KELMARSH-SCADA
KELMARSH-SCADA — turbine availability state from the operating point (reasoning track)
Part of the AI4Manufacturing FORGE corpus (Category C, task T-C1), and the corpus's first
SCADA dataset. Each record is one ten-minute operating record of a utility-scale wind turbine,
drawn as two panels: on the left, where that record sits on the wind-speed/power plane against the
fleet's own measured power curve (median line, inter-quartile band, and a scatter of the fleet's
operating… See the full description on the dataset page: https://huggingface.co/datasets/AI4Manufacturing/KELMARSH-SCADA.wind-turbine-scada-datavestasv52-scada-windturbine-granadaDesigned and generated by https://simulatexp.dev
Vestas V52 Wind Turbine SCADA Synthetic Dataset - Granada Peri-Urban Installation
This synthetic dataset contains comprehensive SCADA (Supervisory Control and Data Acquisition) data simulating a Vestas V52 wind turbine operating in a peri-urban environment in Granada, Spain. The dataset captures 40,000 one-minute aggregated sensor readings across 24 parameters, simulating realistic operational conditions and fault scenarios for… See the full description on the dataset page: https://huggingface.co/datasets/Sakura81537/vestasv52-scada-windturbine-granada.scadaphotodatasetScadaData100kScadaomnivex