Clustering the European Union electric vehicle markets: A scenario analysis until 2035
采用层次聚类法将欧盟国家按电动汽车发展程度分为7类，选取代表国模拟各市场至2035年的电动化路径，发现创新集群有望提前达标，而波兰、希腊等集群可能滞后。
Electric vehicles (EVs) play a crucial role in the ongoing road transportation transition. European regulations on greenhouse gas emissions significantly boosted EV new registrations across most European Union (EU) countries. To model their future development in Europe, we adopt a hierarchical clustering approach, which allows us to group the countries under 7 clusters based on how evolved they are in the transition to net zero-emission passenger car new registrations. Subsequently, we select representative countries for each identified cluster. By using these representative countries, we run a scenario analysis for each cluster to obtain the electrification path of the different passenger car markets across the EU until 2035. In our scenario, innovator clusters are well-positioned to achieve the CO 2 zero-emission passenger car target before 2035. However, other clusters, represented by Poland and Greece, are lagging behind even after 2030 and might face challenges to reach the target in 2035. • European Union national passenger car markets clustered by its electrification path. • European Union passenger car markets are divided into 7 clusters based on 11 features. • A representative country is chosen to model each car market cluster until 2035. • Differences in electric car markets within and across modelled countries are analysed.