articleApplied EnergyJan 13, 2025HYBRID OA

Revolutionizing solar energy resources: The central role of generative AI in elevating system sustainability and efficiency

Jahrom University · Glasgow Caledonian University · +4 more institutions

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Abstract

Driven by growing environmental concerns, such as global warming and the depletion of fossil fuels, the renewable energy industry, particularly solar energy, has risen to global prominence. In this context, generative artificial intelligence (Gen-AI) can play a valuable role in facilitating the development of more efficient, durable, and adaptable solar systems. Gen-AI’s multifaceted proficiency, from predictive maintenance and reducing downtime and costs to vital forecasting for grid management and strategic planning, extends to optimizing site selection for solar farms and smart grid integration, thereby enhancing solar energy flow, grid stability, and sustainable operation. This paper presents a…

Citation impact

44
total citations
FWCI
12.43
Percentile
100%
References
156
Citations per year

Authors

8

Topics & keywords

Keywords
  • Sustainability
  • Efficient energy use
  • Environmental economics
  • Solar energy
  • Generative grammar
  • Energy engineering
  • Renewable energy
  • Environmental resource management
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