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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Mallula Vijaya Krishna

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Open access Sep 2026

Random Forest-Based Early Fault Detection and Classification in DC-DC Converters Using Multi-Sensor Electrical and Thermal Features

Intelligent condition monitoring of Direct Current (DC) to DC converters requires fault detection that is accurate, reproducible and early enough to act before conventional protection trips. This paper presents a Random Forest (RF) framework that fuses output-voltage, inductor-current and heatsink-temperature measureme...

I. Baranilingesan, Mallula Vijaya Krishna, Hareesh Sita et al. · 0 citations

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