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Author

P. Kavitha

3 papers indexed here

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Conference Aug 2026

Design and Development of Coupled Inductor Interleaved Boost Converter for High Voltage EV Charging Applications

In Photovoltaic (PV) system, managing and controlling energy is a complex task because of DC and AC elements operate differently, occurring voltage and frequency problems. This paper proposes a PV-fed Coupled Inductor Interleaved Boost (CIIB) Converter with a proportionalintegral (PI) controller based on the Kookaburra...

Mohammed Muzammil Enam, N. Ananthasaravanan, P. Kavitha et al. · 0 citations
Open access Sep 2026

Accurate RUL prediction of EV batteries using random forest and ensemble learning frameworks

Precise remaining useful life (RUL) estimation for lithium-ion batteries is essential for improving the safety, reliability, and maintenance of electric vehicles (EVs). This study proposes a random forest (RF)-based ensemble learning framework using the publicly available Hawaii Natural Energy Institute (HNEI) dataset...

Ponkumar Ganesapandiyan, P. Hemachandu, N. Rajavinu et al. · 0 citations
Open access Sep 2026

Evaluation of hybrid and standalone learning models for predicting lithium-ion battery capacity degradation

The prediction of lithium-ion battery capacity degradation plays a vital role in ensuring safe and efficient operation in electric mobility and renewable energy applications. This paper evaluates standalone machine learning, deep learning, and hybrid models for battery capacity estimation. The evaluated ML models inclu...

Shobana Devendiren, A. Muthuraman, M. Vanitha et al. · 0 citations

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