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Author

Srikanth Velpula

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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. · 0 citations
Aug 2026

Fault detection and classification of electric vehicle motor drive using ensemble subspace k-nearest neighbour model

An ensemble subspace k-nearest neighbour model for fault detection and classification of switch open-circuit and short-circuit faults and indicates that the proposed model provides an effective and computationally efficient solution for reliable fault diagnosis in electric vehicle motor drive systems.

Masadi Prashanth Kumar, Srikanth Velpula, Chidurala Saiprakash · 0 citations

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