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Author

Deepa Somasundaram

2 papers indexed here

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Open access Sep 2026

Spatiotemporal digital twin for city-scale EV charging infrastructure using LSTM-GNN fusion and resilience-driven optimization

The rapid growth of electric vehicles (EVs) requires intelligent and resilient planning of charging infrastructure under dynamic urban conditions. This paper proposes a city-scale spatiotemporal digital twin (SDT) that integrates LSTM-GNN fusion with resilience-driven hybrid optimization (GA-PSO-deep reinforcement lear...

Deepa Somasundaram, B. Ravisankar, Chavvakula Janaki Devi et al. · 0 citations
Open access Sep 2026

Hybrid AI-driven intelligent fault diagnosis and localization in modern power systems

This paper presents a hybrid intelligent framework for fault diagnosis and localization in modern power distribution systems, addressing challenges such as noisy measurements, high-impedance faults (HIF), and uncertain operating conditions. The proposed approach integrates deep neural networks (DNN) for nonlinear featu...

Deepa Somasundaram, M. Sowmya, R. Priya et al. · 0 citations

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