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R. Senthil

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Review Open access Aug 2026

A Flood Setback Performance Index to Assess the Pluvial Flood Resilience of School Campuses in a Rapidly Urbanizing Coastal City

Pluvial flooding is intensifying in fast-growing coastal cities as rapid urbanization increases impervious surfaces and reduces natural infiltration, challenging planners to identify scalable and site-level mitigation strategies. Although statutory setbacks around institutional buildings are widely mandated for ventila...

K. Deepthi, K. Vignesh, C. Pradeepa et al. · 0 citations
Review Open access Aug 2026

Artificial Intelligence in Thermal Energy Storage Systems for Buildings to City-Scale Energy Flexibility: A Review

This review critically examines thermal energy storage as a flexibility resource across three distinct scales: individual buildings, district heating and cooling networks, and city-level multi-energy systems, and evaluates the role of artificial intelligence, machine learning, and Internet of Things platforms in foreca...

A. Cherian, R. Priya, C. Selvam et al. · 0 citations
#federated learning Review Open access Sep 2026

Artificial Intelligence in Smart Photovoltaic Systems for High-Efficiency Energy Conversion: A Systematic Review

Artificial intelligence (AI) is transforming photovoltaic (PV) systems from passive generators into self-forecasting, self-diagnosing, and self-optimizing energy assets. This review synthesizes 170 Scopus-indexed documents published between 2020 and 2026 across six technical domains: solar resource and PV power forecas...

R. Senthil, R. Priya, S. Radhakrishnan et al. · 0 citations

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