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S. N. Saxena

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Open access 2026

PV-Fed Electric Vehicle Drive Architecture with Advanced X-Boost Converter and Chaotic Optimized Control

The progression in Electric Vehicles (EVs) requires effective, reliable and maintainable power conversion system which is incorporated with Renewable Energy Sources (RESs) for eco-friendly charging. This research presents a hybrid energy system, with PV as primary source for energizing the Brushless DC motor (BLDC) of...

J. Deepthi, S. N. Saxena · 0 citations
Open access Aug 2026

ML-Guided Coordinated EV Charging: LSTM Forecasting and Multi-Objective Optimization for Real-Time Grid Operation

The proposed framework improves operational stability, reduces computational burden, and enhances charging coordination compared with conventional forecasting and heuristic scheduling approaches, and demonstrates the feasibility and scalability of integrating Machine Learning (ML) based forecasting with real-time optim...

D. Janyavula, V. G. Kumar, S. N. Saxena · 0 citations

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