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Author

O. V. Gnana Swathika

2 papers indexed here

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Open access Oct 2026

Intelligent MPPT in PV Systems using metaheuristic-optimised deep neural networks

The results demonstrate that GWO-DNN represents a superior balance of MPPT controller characteristics across dynamic operating ranges, as such, GWO-DNN will provide the most robust and predictable MPP capability for use in smart solar energy applications.

M. Sheela, O. V. Gnana Swathika · 0 citations
Open access Oct 2026

Techno-economic optimization and hybrid deep learning-based net-load forecasting for intelligent microgrid energy management using HOMER Pro

The integration of renewable energy resources into electrical grids has increased the need for replicable and cost-effective microgrid design and operation strategies. This paper presents a microgrid planning and energy management framework that combines HOMER Pro-based techno-economic optimization with hybrid deep l...

Meenakshi Gupta, Arundathy Ajith, O. V. Gnana Swathika · 0 citations

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