Knowledge Hub
Optimal Energy Management Strategies for Hybrid Electric Vehicles: a Recent Survey of Machine Learning Approaches
2024
Author(s): Jui J J, Ahmad M A, Molla M M I, Rashid M I M
This article presents a current analysis of various EMSs proposed in the literature. It highlights the shift towards integrating machine learning and artificial intelligence (AI) breakthroughs in EMSs development.
Critical Materials: Batteries for Electric Vehicles
2024
Author(s): International Renewable Energy Agency
Given the rising demand for the critical materials required in the manufacture of batteries for electric vehicles, This study provides a supply-demand analysis to explore potential bottlenecks by 2030.
Predictive Models of Electric Vehicle Adoption in The United States: Charging ahead with Renewable Energy
2024
Author(s): Kamis A, Abraham P S
In this paper, the authors develop several predictive models pertaining to Electric Vehicles in the United States.
This report produced in support of Brazil’s G20 Presidency explores the feasibility and implications of setting up common criteria to enable fair comparisons of sustainable fuels.
Breakthrough Agenda Report 2024: Accelerating Sector Transitions Through Stronger International Collaboration
2024
Author(s): International Energy Agency
The report provides an assessment of progress against the recommendations made in 2024, updating recommendations for what more needs to be done.
Enhancing User Experience in Public Electric Vehicle Charging
2024
Author(s): Bernard M R, Díaz S, Kok I, Tietge U
This report assesses the user-friendliness of the existing public charging infrastructure networks for electric passenger cars in Canada, Europe, and the United States, focusing on three key factors: availability, reliability, and interoperability.
Green Hydrogen Auctions: A Guide to Design
2024
Author(s): International Renewable Energy Agency
Based on lessons learned from renewable power auctions, this report represents a guide for policymakers concerned with the design of auctions for green hydrogen deployment.
The report revisits many of the critical themes explored in WEE 2023, providing updated insights into the risks of skilled labour shortages and their potential impact on the energy sector and the transition.
Skyways to the Future: Operational Concepts for Advanced Air Mobility in India
2024
Author(s): World Economic Forum
The report explores how advanced air mobility (AAM) can reshape India’s urban and regional transport landscape.
Recycling of Critical Minerals Strategies to Scale Up Recycling and Urban Mining - World Energy Outlook Special Report
2024
Author(s): International Energy Agency
This report aims to evaluate the current status of recycling of minerals critical to the energy transition, analyses the prospects for secondary supply under different scenarios, and outlines targeted policy recommendations to accelerate the uptake of recycling that can pave the way for more sustainable and secure future mineral supply chains.



