Machine learning & AI
Q&A: Can a centuries-old technology like hydropower meet AI’s rising energy demands?
Credit: Pixabay/CC0 Public Domain Surging demand for the data and processing power of artificial intelligence is putting a hidden strain...
Read moreDetailsEnergizing the future: AI innovations for longer-lasting lithium-ion batteries
Innovative Solution, CBLM. Credit: Journal of Energy Storage (2024). DOI: 10.1016/j.est.2024.112866 We are excited to present an advancement in the...
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Report points the way toward an electric grid that thinks ahead
The contemporary electric grid contains an increasing number of inputs from intermittent energy sources and energy storage devices, along with...
Read moreDetailsAI helps lighten the load on the electric grid—without skimping on people’s energy use
Credit: Unsplash/CC0 Public Domain My colleagues and I have developed an artificial intelligence system that helps buildings shift their energy...
Read moreDetailsResearchers use machine learning to optimize the design of perovskite tandem solar cells
Pareto front from multi-objective optimization. Credit: APL Machine Learning (2024). DOI: 10.1063/5.0187208. APL Machine Learning (2024). DOI: 10.1063/5.0187208 As the...
Read moreDetailsEngineering research finds key to quicker nuclear power: Artificial intelligence
Chemical engineering professor Matthew Memmott and his colleagues have developed an AI algorithm that can significantly reduce time in the...
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Scientists use machine learning to explore effects of cushion gases on underground hydrogen storage
Credit: Pixabay/CC0 Public Domain Los Alamos National Laboratory scientists are developing powerful machine learning models—an application of artificial intelligence—to simulate...
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Machine learning framework maps global rooftop growth for sustainable energy and urban planning
Process flow of data aggregation for FN grid. Visualization of the workflow for UK with zoomed in view for London....
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Smart diagnostics: Possible uses of generative AI to empower nuclear plant operators
A layout of the system and its interconnections. Credit: arXiv (2024). DOI: 10.48550/arxiv.2402.06695 Imagine being able not only to detect...
Read moreDetailsUsing sodium to make more sustainable batteries
Credit: Pixabay/CC0 Public Domain The element lithium is used widely in batteries because it results in long-lasting, stable energy storage....
Read moreDetailsIs AI a major drain on the world’s energy supply?
Data centers, particularly those that power artificial intelligence programs, are driving surging demand for electricity. When Google announced this week...
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Study employs image-recognition AI to determine battery composition and conditions
Example images of true cases and their grad-CAM overlays from the best trained network. Credit: KAIST Materials Imaging and Integration...
Read moreDetailsResearchers engineer AI path to prevent power outages
Schematic of an example network with distributed energy resources (DERs) both with and without grid-forming ability, and sectionalizing/tie switches. Credit:...
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Bringing GPT to the grid: The promise and limitations of large-language models in the energy sector
Credit: Pixabay/CC0 Public Domain Much has been discussed about the promise and limitations of large-language models (LLMs) in industries such...
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Review reveals impact of integrating artificial intelligence technologies into photovoltaic systems
Artificial intelligence has the potential to revolutionize photovoltaic systems by improving efficiency, reliability and predictability of solar power generation. Researchers...
Read moreDetailsLab’s AI work results in increased revenue, decreased land requirements for wind power industry
Nationwide modeling of wind power innovation impact potential. Credit: Nature Energy (2024). DOI: 10.1038/s41560-024-01516-8 The wind industry could benefit from...
Read moreDetailsResearchers create massive open dataset to advance AI solutions for carbon capture
Materials, adsorbates, tasks, and potential applications of the ODAC23 dataset. Images are randomly sampled from the dataset. Credit: ACS Central...
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How artificial intelligence can transform U.S. energy infrastructure
Credit: Pixabay/CC0 Public Domain In the face of accelerating climate change, the U.S. aims to reduce the net carbon emissions...
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