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Heat Pump Taxonomy
…proposed taxonomy that focuses initially on heat pumps used as primary heating equipment in buildings, and that could be gradually expanded to other sectors. It introduces a structured classification framework based on source, sink and product characteristics. Advancing towards a common taxonomy supports cross-country comparability and facilitates international collaboration towards strengthening the evidence base for policy making and industry planning.The Heat Pump Taxonomy Technology Explorer offers an accessible, interactive way to explore different heat pump types available in the market with fact sheets summarising their technical characteristics, major regional markets and applications. The Heat Pump Taxonomy Technology Explorer
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Key Questions on Energy and AI
Following the publication of the IEA’s landmark Energy and AI report in 2025, this report examines how the energy and AI nexus has evolved amid surging investment in data centres and rapid advances in model capabilities. Drawing on fresh datasets and analysis, it explores where electricity demand is rising, how quickly grids and supply chains can respond, and what these shifts mean for energy security, affordability and sustainability.
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Battery Circularity
Innovation trends for a future source of critical materials This report provides new evidence on global innovation trends for technologies related to battery recycling. Based on the EPO’s unique and comprehensive worldwide patent databases and the IEA’s expert insights into the key issues for battery technologies, the report presents the very latest data as a guide to decision makers from the public and private sectors. It sheds light on the main locations of patenting, the leading patentors in the world and the technology categories receiving the most innovation attention.More than one in four cars sold globally in…
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Overview graphic: key technology trends for EVs
GEVO 2026 - Chapter 8 Electric vehicles (EVs) are increasingly at the centre of innovation in the automotive sector, bringing advances that extend far beyond developments in batteries and power electronics, thanks to several mutually reinforcing factors. Key technology trends are aligning in favour of EVs Battery electric vehicles (BEVs) are mechanically simpler than internal combustion engine vehicles (ICEVs) or hybrids, making them more compatible with digitalisation and automation. The relative simplicity of electric drivetrains enables shorter development cycles for new vehicles, allowing emerging technologies to reach BEVs sooner than vehicles with other powertrains.While the transition from mechanical to software…
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Vehicle software and software-defined vehicles
GEVO 2026 - Chapter 8 The transition from mechanical to software-based vehicle control has been underway for decades and has accelerated dramatically with the rise of EVs. Pure-play EV makers have pioneered the shift towards high-level, continuously updateable software-based vehicle control, speeding up the development and rollout of new features. Vehicles are evolving into software platforms for which users can access subscription‑based premium features, in the same way as for smartphones. A new design paradigm is emerging, with EVs at the forefront The digital transformation of the car industry is most evident in the emergence of software…
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Autonomous vehicles
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. Electric vehicles lead in automation and advanced driver assistance Driving automation is at the forefront of software developments for cars today. While fully autonomous cars (Level 5 automation)) are not currently in sight, electric driverless taxis (Level 4) are already operating commercially in more than 20 cities worldwide. Moreover, automated driving systems are not limited to self-driving cars – they are also rapidly gaining…
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Ultra-fast charging batteries
…of the current, it reduces them by 75%.An electric vehicle battery pack is composed of hundreds or thousands of battery cells, each typically operating at a voltage of around 3-4 volts (V). These cells can be connected in series or in parallel, with series configurations increasing the overall pack voltage to the required level. Most battery electric cars on the market today operate with battery systems of around 400 V, which has long been considered a suitable compromise between charging performance and battery pack complexity, cost and reliability. However, the increasing availability of ultra‑fast charging infrastructure, alongside improvements in…
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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…