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Energy and AI
…the tech sector, the energy industry and international experts. It includes projections for how much electricity AI could consume over the next decade, as well as which energy sources are set to help meet it. It also analyses what the uptake of AI could mean for energy security, emissions, innovation and affordability. Videos Tips for using the AI Agent Understand the limitations: This agent has been trained on the content of the IEA's Electricity 2025 report to make it easier to explore and understand the analysis it contains. The agent has access to a general knowledge base for training…
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Manufacturing and Trade Model
The IEA’s Manufacturing and Trade (MaT) Model was first developed for the 2024 edition of Energy Technology Perspectives (ETP) to produce scenario projections of manufacturing and trade across six key energy technology supply chains. These cover solar photovoltaics (PV), wind turbines, electric cars, batteries, electrolysers and heat pumps. This model is now used to generate detailed sector-by-sector and region-by-region long-term scenarios in IEA publications such as the World Energy Outlook and Global EV Outlook.The MaT model is part of the IEA’s broader modelling framework and is closely linked to the Global Energy…
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Demand and Supply Measures for the Steel and Cement Transition
The case for international co-ordination A massive scale-up of markets for transformative near-zero emissions steel and cement is needed to achieve internationally agreed net zero goals. Yet early movers on both the supply- and demand-side – that is, material producers and consumers – face substantial barriers related to high costs and risks, among other factors. This has led to relatively slow market growth for near-zero emissions materials, at a moment when reinvesting in long-lived high-emissions production could have repercussions for governments to achieve their stated climate goals. Policy makers have the opportunity to play a…
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Energy and AI in East Asia
This report was commissioned by the Korea Energy Economics Institute and was carried out jointly by the International Energy Agency (IEA) and the Korea Energy Economics Institute. The study has three objectives in the context of East Asia. First is to explore the possibilities presented by AI for the energy sector. Second is to examine the expected increase in electricity demand by data centres, and the impact on grid planning and operation. Third is to provide policy recommendations for embracing the opportunities presented by the application of AI to energy, as well as policies for proactively managing the challenges presented by…
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Ramping up Heat Pumps in Moldova: A Roadmap
…adoption including the high upfront costs of heat pump technology and installation, alongside limited industry experience. Public awareness and demand for heat pumps remain low, with many consumers deterred by cost and maintenance concerns.This roadmap takes stock of the current landscape, draws on the experience of other countries and offers policy recommendations to spark a discussion and advance heat pump adoption in Moldova. Read about the three pillars for ramping up heat pumps Explore how Moldova could enhance energy security, reduce emissions, stimulate job growth and lower heating costs with targeted policies to accelerate the deployment of heat pumps.
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Grid investments
…whereas efficiency measures, such as industrial process upgrades and building retrofits, take less than one year to deploy. Demand-side measures can also reduce grid congestion, a key factor in determining costs to manage the system. These congestion management costs tripled in Germany, the United Kingdom and the United States from 2019 to 2022, and can constrain industrial expansion. Implementing energy efficiency and demand response measures can decrease and shift peak demand to less congested periods when electricity prices are lower and there is less stress on grid infrastructure. Demand response has seen rising uptake around the world, but further…
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Ensuring a Strong Labour Dimension for Just and Inclusive Energy Transitions
IEA Clean Energy Labour Council Workers play a critical role in the global energy system, providing key services across many areas of the energy sector. To give a greater voice to the labour perspective in energy and climate policy discussions, the IEA Executive Director, Dr. Fatih Birol, convened the Clean Energy Labour Council in 2022. The Labour Council brings together representatives of the world’s most important national trade unions and trade union confederations, as well as prominent thinkers on the topic, to foster engagement between the IEA, energy policy makers, and the labour movement.The IEA Clean Energy Labour…
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Indicators Handbook for Just and Inclusive Energy Transitions
Global Commission on People-Centred Clean Energy Transitions: Designing for Fairness The Indicators Handbook is based on the voluntary G20 Principles for Just and Inclusive Transitions, endorsed by G20 leaders in November 2024. The principles, which reflect varying perspectives, contexts and experiences, form a framework for approaching transitions that maximises benefits and mitigates the risk of unintended consequences. Designed as a technical resource, the Indicators Handbook provides guidance for governments and other stakeholders on identifying relevant indicators as a first step towards tracking policy design and implementation in line with the G20 Principles for Just and Inclusive Transitions. The Handbook…
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The Role of Traceability in Critical Mineral Supply Chains
As global demand for critical minerals grows, it will be important to anticipate and address the potential harms the mining and metals sector can have on societies, communities and the environment. Overlooking these risks can ultimately disrupt supply for clean energy technologies. Traceability systems can, when used as part of a wider risk-based due diligence process, help meet emerging policy goals by providing ways to integrate data on origin, evolution, and ownership of minerals. Some traceability approaches can also provide a platform for embedding data on environmental, social and governance issues. To work effectively, however, traceability systems must be…
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Integrating Variable Renewable Energy in Kenya
Key challenges and strategic priorities Building on its renewable energy success, Kenya is now focused on managing a secure and reliable electricity system. With nearly 90% of the generation mix derived from renewable sources and electricity access rising from 37% in 2013 to 79% in 2025, the country has established itself as a regional leader in energy development.Integrating Variable Renewable Energy in Kenya explores how Kenya can strengthen its power system amid rising shares of variable renewable energy (VRE). The report identifies Kenya’s system to be operating in Phase 3 of the IEA’s VRE integration framework, where…
