Power Quality in the German Transmission System — Large-Scale Monitoring, Correlation Analysis, and Long-Term Forecasting
85 IEC 61000-4-30 Class A monitoring sites across 50 substations in the German transmission system — 38 في 110 كيلو فولت, 21 في 220 كيلو فولت, 26 في 380 كيلو فولت. Hierarchical clustering reveals which sites are redundant and which are uniquely informative. Ensemble forecasting of weekly 95th-percentile PQ parameters outperforms any individual model. The first dataset to demonstrate systematic, recurring PQ correlation structures at transmission level driven by inverter-based generation.
