Penmanshiel WT08 Hourly SCADA Time Series Dataset

Derived hourly SCADA time series dataset for turbine WT08 from the Penmanshiel wind farm data collection on Zenodo. Source: https://zenodo.org/records/16807304. The record contains a canonical Parquet benchmark file and CSV mirror for forecasting and sensor-fault robustness evaluation. It uses raw WT08 SCADA, removes leakage-prone channels, selects the longest target-continuous segment, aggregates complete hourly bins from six 10-minute rows, and uses Power (kW) as the downstream forecast target. The Parquet and CSV files are byte-identical to those of version 2 of the earlier Kaggle record at https://www.kaggle.com/datasets/sensorfaultbench/penmanshiel-wt08-hourly-scada-time-series-dataset/versions/2. The record includes a checksum manifest and Croissant 1.1 metadata with Responsible AI fields. Benchmark code and data guide: https://github.com/awindmann/SensorFault-Bench. Paper: https://neurips.cc/virtual/2026/loc/paris/poster/138912.