Graphitic carbon nitride (GCN) is a preferred metal-free, sustainable photocatalyst for solar hydrogen production; however, its efficiency is severely limited by rapid charge carrier recombination and poor electronic transport properties. To overcome these limitations, this study describes the design and synthesis of...
G. Sathiyan, G. Kumaresan, Geetha Venkatesan et al.· ACS Applied Engineering Mate...· 0 citations
Predictive maintenance can aid in early failure detection and minimize unplanned industrial downtimes. In this study, the authors build a machine-failure prediction pipeline based on Random Forest (RF) in the AI4I 2020 Predictive Maintenance dataset. This framework integrates leakage-aware preprocessing, feature select...
G. Kumaresan, C. S., M. Priyanka et al.· International Workshop on Ar...· 0 citations
Solar PV and wind energy development in ongoing power systems is a means of achieving sustainability in power generation. Climatic uncertainty and renewables' variability, however, add to power forecasting volatility, which impacts energy management and reliability. Most existing deep learning models are hard to interp...
G. Kumaresan, N. C, S. R.· 2026 International Conferenc...· 0 citations
Buildings use a lot of energy and generate carbon emissions, so there is a need for an energy-management system that is intelligent enough to optimize energy use, save energy, and maintain the comfort of the people who inhabit the building while reducing carbon emissions. Building-management strategies currently operat...
Nelson Kennedy Babu, S. R., G. Kumaresan· 2026 International Conferenc...· 0 citations
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