Accurate short-term wind speed prediction is crucial for wind power systems. Authors propose a machine learning-based short-term wind prediction network using CNN-Transformer architecture, demonstrating strong transferability and robustness for predicting wind speeds in various climatic regions. ...
Some regions are projected to fully phase out grey hydrogen (from fossil fuels) by 2050, such as the EU and the UK Announcements of new clean hydrogen production projects tripled year on year in 2021. Around 22 Mt of clean hydrogen capacity has been announced to date, ...
Geothermal energy is currently harvested mainly from high-enthalpy resources, i.e. from resources located in regions with favorable geothermal conditions. Most of them are hydrothermal systems and so-called conventional geothermal reservoirs, such as the
In this study, we apply a vulnerability framework to calculate, rank, and map exposure and sensitivity scores for fossil fuel producing regions in the US. We find that, while counties in most regions of the United States will be affected by the transition away from fossil fuels, counties in...
regions faci As the demand for new energy technologies grows, so too will demand for ETMs. We suggest that all ETM projects in Inventories II and III would need to be operational to meet the global demand. Our modelling shows that the 3216 settlements (17%) directly linked to Inventory II...
Consumption fell in most regions, with the notable exception of China, where gas demand grew by almost 7%. The relative immunity of natural gas was helped by sharp falls in gas prices, which allowed gas generation to gain share in the US power market and hold its own in the EU. ...
Reflecting on these barriers it is essential that grants for CE experimentation are broadened out to other regions and offered UK-wide, with an explicit focus on earlier-stage, feasibility scoping and project development. These should also target the most deprived communities, which are not already...
Energy regions • • Sustainable energy utilities • • •• Note. •policy instrument relates modestly to goal. ••policy instrument relates strongly to goal. Unpacking the specific outcome statements within each of the three energy democracy goals, we find that the set of energy ...
well as much of eastern Queens, where the Magothy and Lloyd Aquifers are thicker. The hydrogeological condition of the Southern Brooklyn and South and Eastern Queens area is considered suitable for ATES. The team would also love to be directed to some other places and aquifers in other regions...
Part of a collection: Smart energy systems in cities and regions Sections Figures References Abstract Background Methods Results and discussion Conclusions Availability of data and materials Abbreviations References Acknowledgements Funding Author information Ethics declarations Additional information Rights and...