-
Heat Pump Taxonomy
A common framework for heat pumps classification and data Heat pumps are a cornerstone technology for achieving secure, affordable and sustainable heating. They have become one of the most common heating technologies and have the potential to impact significantly future trends for energy consumption in buildings and beyond.Tracking and analysing the pace of heat pump deployment compared to that of conventional heating technologies is essential for understanding future needs with regards to energy demand, investments in electricity infrastructure and fuel supply.Despite their growing importance, data on heat pump installations, as well as on their performance and cost, remain…
-
Assessing emissions from LNG supply and abatement options
Drawing on the latest and best available data, this report provides a comprehensive estimate of greenhouse gas (GHG) emissions across the global liquefied natural gas (LNG) supply chain, including from upstream production, processing, and pipeline transmission to liquefaction, shipping, and regasification. It also discusses the significant emissions reductions that are technically feasible with today’s technologies including through methane abatement, electrification using low-emissions power, process efficiency improvements, and the elimination of routine flaring, as well as carbon capture, utilisation and storage (CCUS) for managing the naturally-occurring CO2 from LNG supply. Introduction Around 550 billion cubic metres (bcm) of natural…
-
Artificial intelligence and EVs
GEVO 2026 - Chapter 8 Progress in AI and computing power is disproportionately benefiting EVs, particularly for automated driving and integrated vehicle control. Sensors and chips integrate well with the stable, high-voltage power supply of EV batteries. At the same time, the benefits of AI and increased computing power are not exclusive to EVs. AI‑enabled energy management systems are increasingly used to optimise hybrid vehicles, and AI techniques are accelerating the design, testing and optimisation of all vehicles. Advances in AI underpin progress in autonomous vehicles Just two decades ago, state-of-the-art autonomous vehicles were confined to test…