Close Menu
Energy NewsEnergy News
  • NEWS
    • Breaking News
    • Hydrogen
    • Energy Storage
    • Grid
    • SMR
    • Projects
    • Production
    • Transport
    • Research
  • SPOTLIGHT
    • Interviews
    • Face 2 Face
    • Podcast
    • Webinars
    • Analysis
    • Columnists
    • Reviews
    • Events
  • REGIONAL
    • Africa
    • Americas
    • Asia
    • Europe
    • Middle east
    • Pacific
  • COMMUNITY
  • ABOUT
    • Advisory Board
    • Contact us
    • Report Your News
    • Advertize
    • Subscribe
LinkedIn X (Twitter) YouTube Facebook
Trending
  • Egypt and Tokyo Sign MoU to Boost Green Hydrogen Collaboration
  • Libya Partners with H2-Global to Develop Green Hydrogen Export Initiative
  • Oman–South Korea Talks Signal Strategic Push on Green Hydrogen Collaboration
  • Svalbard Moves Toward Small Modular Reactor Deployment to Replace Coal Power
  • India Pushes Green Hydrogen Capacity Beyond 860,000 Tones as Global Export Ambitions Grow
  • Has China Just Outpaced the West in the Race to Net Zero?
  • HyTerra Expands Kansas Hydrogen-Helium Potential with McCoy 1 Well Results
  • Meranti Eyes Mid-2026 FID for Oman Green HBI Plant to Anchor Low-Carbon Steel Supply Chain
LinkedIn X (Twitter) YouTube Facebook
Energy NewsEnergy News
  • NEWS
    • Breaking News
    • Hydrogen
    • Energy Storage
    • Grid
    • SMR
    • Projects
    • Production
    • Transport
    • Research
  • SPOTLIGHT
    • Interviews
    • Face 2 Face
    • Podcast
    • Webinars
    • Analysis
    • Columnists
    • Reviews
    • Events
  • REGIONAL
    • Africa
    • Americas
    • Asia
    • Europe
    • Middle east
    • Pacific
  • COMMUNITY
  • ABOUT
    • Advisory Board
    • Contact us
    • Report Your News
    • Advertize
    • Subscribe
Energy NewsEnergy News
Home Home - Hydrogen
green hydrogen

New AI Model Revolutionizes Green Hydrogen Production

Arnes BiogradlijaBy Arnes Biogradlija19/08/20242 Mins Read
Share
LinkedIn Twitter Facebook Email WhatsApp Telegram

In the latest issue of the International Journal of Hydrogen Energy, researchers Rania Ahmed, Sara A. Shehab, Omar M. Elzeki, Ashraf Darwish, and Aboul Ella Hassanein have introduced an advanced AI model designed to optimize green hydrogen production.

Their paper, titled “An Explainable AI for Green Hydrogen Production: A Deep Learning Regression Model,” presents a breakthrough in predictively optimizing hydrogen generation.

The Optimized Hydrogen Generation-based Regression (OHGR) model developed by the team utilizes a sophisticated deep learning architecture. This model is capable of forecasting hydrogen production by adjusting critical variables such as temperature, pressure, and humidity. Using a novel approach that integrates multiple neural networks with crossover connections through a variety of activation functions, the model predicts hydrogen output with high accuracy.

Key findings from the research indicate that the OHGR model significantly improves hydrogen production predictions in proton fuel cells. The empirical evaluation metrics, including Root Mean Square Error (RMSE) and R-squared (R²), demonstrate the model’s efficiency, with an RMSE of 0.220 and an R² of 0.564. These findings position OHGR as a leading contender over existing models in the field.

Technical Innovations

The OHGR model’s ability to predict hydrogen production hinges on its incorporation of an advanced optimization engine that identifies the most effective conditions for hydrogen generation. By accepting input variables through principal component analysis, the model aligns its predictions with the most impactful features. Notably, the SHapley Additive exPlanations (SHAP) method ensures the model’s transparency and reliability, providing a trusted AI tool for stakeholders.

The potential applications of this research are extensive within the hydrogen industry, particularly for sustainable energy production. By optimizing the operational conditions of proton fuel cells, the OHGR model can significantly enhance the efficiency of hydrogen generation processes. This advancement is crucial as the global energy market shifts toward renewable energy sources to mitigate climate change impacts.

Share. LinkedIn Twitter Facebook Email

Related Posts

hydrogen

Egypt and Tokyo Sign MoU to Boost Green Hydrogen Collaboration

21/08/2025
hydrogen

Libya Partners with H2-Global to Develop Green Hydrogen Export Initiative

21/08/2025
hydrogen

Oman–South Korea Talks Signal Strategic Push on Green Hydrogen Collaboration

21/08/2025
India Pushes Green Hydrogen Capacity Beyond 860,000 Tones as Global Export Ambitions Grow

India Pushes Green Hydrogen Capacity Beyond 860,000 Tones as Global Export Ambitions Grow

21/08/2025
China

Has China Just Outpaced the West in the Race to Net Zero?

20/08/2025
hydrogen

Meranti Eyes Mid-2026 FID for Oman Green HBI Plant to Anchor Low-Carbon Steel Supply Chain

20/08/2025
hydrogen

Egypt and Tokyo Sign MoU to Boost Green Hydrogen Collaboration

21/08/2025
hydrogen

Libya Partners with H2-Global to Develop Green Hydrogen Export Initiative

21/08/2025
hydrogen

Oman–South Korea Talks Signal Strategic Push on Green Hydrogen Collaboration

21/08/2025
Svalbard Moves Toward Small Modular Reactor Deployment to Replace Coal Power

Svalbard Moves Toward Small Modular Reactor Deployment to Replace Coal Power

21/08/2025

Subscribe to Updates

Get the latest news from the hydrogen market subscribe to our newsletter.

LinkedIn X (Twitter) Facebook YouTube

News

  • Inteviews
  • Webinars
  • Hydrogen
  • Spotlight
  • Regional

Company

  • Advertising
  • Media Kits
  • Contact Info
  • GDPR Policy

Subscriptions

  • Subscribe
  • Newsletters
  • Sponsored News

Subscribe to Updates

Get the latest news from EnergyNewsBiz about hydrogen.

© 2025 EnergyNews.biz
  • Privacy Policy
  • Terms
  • Accessibility

Type above and press Enter to search. Press Esc to cancel.