Open access
Aug 2026
Entropy-guided ensemble Kalman filtering with synthetic feature reliability for resilient power quality event forecasting in smart distribution systems
A robust hybrid predictive framework for early detection and classification of power quality (PQ) events in carbon-aware smart distribution systems that synergistically combines the Ensemble Kalman Filter with a reliability-aware synthetic data integration strategy, where the contribution of each synthetic sample is ad...
K. Shivashanker, Srikanth Velpula, D. Reddy et al.
· Scientific Reports · 0 citations