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Review Open access Sep 2026

Smart internet of things driven vehicle safety and battery management system

The proposed system design, the essential results obtained, and its relevance to modern automotive applications. The updated version now begins by identifying the dual challenge of increasing road accidents and the performance degradation of electric vehicle (EV) batteries, emphasizing the lack of integrated solutions...

B. Jyothi, Bhavana Pabbuleti, Ravi Ponnala et al. · 0 citations
Open access Aug 2026

Energy-efficient scalable canonical PFC converter with model predictive control for universal-grid EV battery charging

This article presents a scalable and energy-efficient bridgeless canonical switching cell (CSC) based power factor correction (PFC) converter integrated with finite control set model predictive control (FCS–MPC) for low-voltage electric vehicle battery charging under universal grid conditions. Conventional boost-derive...

B. Jyothi, B. A. Kumar, Arvind R. Singh et al. · 0 citations
Open access Sep 2026

Advanced AI-driven battery state estimation using deep learning and ensemble models

A hybrid data-driven framework that combines machine learning and deep learning techniques for SOC and SOH prediction and demonstrates the framework’s practicality for advanced battery management systems (BMS) in EV applications is presented.

N. Keerthi, B. Jyothi, M. Sharanya et al. · 0 citations

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