
Saranya S T
Battery energy storage, neural-network control, and energy-storage characterization
Journal and conference outputs include SoC equalization, capacity degradation, lifecycle prediction, and flywheel-energy storage studies.
The structure supports current PhD scholar pages, scholar interviews, B.Tech and M.Tech project cards, student achievements, and alumni stories while respecting consent requirements.

Battery energy storage, neural-network control, and energy-storage characterization
Journal and conference outputs include SoC equalization, capacity degradation, lifecycle prediction, and flywheel-energy storage studies.

Microgrid control, resilient operation, and advanced power-management strategies
Current work is aligned with microgrid architectures, decentralized control, and scholarly review-to-research development.
Capstone-to-publication route leading to a 2025 Results in Engineering journal article and IEEE SEFET conference paper.
Conference output aligned with intelligent transportation and optimization-led mobility infrastructure.
Student-oriented technical project connecting real voice input with modulation concepts and demonstrable signal behaviour.