Real-world mileage and survival of electric vehicles in Britain and implications for lifecycle emissions

IF 18.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Daniel Mehlig, Iain Staffell
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Abstract

Battery electric vehicles (BEVs) are typically estimated to have lower attributional lifecycle greenhouse gas emissions than conventional internal combustion engine vehicles. These estimates rely upon lower usage emissions outweighing higher manufacturing emissions, but limited data on electric vehicle mileage, and how long they last, casts uncertainty over comparisons. Here we use data for every electric vehicle in Britain to assess mileage and lifetime compared to conventional and hybrid vehicles, and the implications for attributional lifecycle emissions. We find that first-generation BEVs were driven less and have not lasted as long as conventional vehicles, yet still had lower lifecycle emissions. The annual mileage and lifetime of BEVs purchased in 2026 will equal conventional vehicles if recent trends continue. Training a transformer neural network on this data, we estimate that current BEVs have projected attributional lifecycle emissions of 88 g CO2e per kilometre, less than half the 254-270 g for conventional vehicles and 190 g for hybrid vehicles, based on real-world usage.
英国电动汽车的实际行驶里程和生存状况以及对生命周期排放的影响
据估计,纯电动汽车(bev)在整个生命周期内的温室气体排放量低于传统内燃机汽车。这些估计是基于较低的使用排放超过较高的制造排放,但关于电动汽车行驶里程和续航时间的有限数据,给比较带来了不确定性。在这里,我们使用英国每一辆电动汽车的数据来评估与传统汽车和混合动力汽车相比的里程和寿命,以及归因生命周期排放的影响。我们发现,第一代纯电动汽车的驾驶次数较少,使用寿命也不如传统汽车长,但其生命周期排放仍较低。如果目前的趋势继续下去,到2026年,纯电动汽车的年行驶里程和使用寿命将与传统汽车相当。根据这些数据训练变压器神经网络,我们估计当前纯电动汽车的预计生命周期排放量为每公里88克二氧化碳当量,不到传统汽车254-270克和混合动力汽车190克的一半。
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来源期刊
Nature Communications
Nature Communications Biological Science Disciplines-
CiteScore
24.90
自引率
2.40%
发文量
6928
审稿时长
3.7 months
期刊介绍: Nature Communications, an open-access journal, publishes high-quality research spanning all areas of the natural sciences. Papers featured in the journal showcase significant advances relevant to specialists in each respective field. With a 2-year impact factor of 16.6 (2022) and a median time of 8 days from submission to the first editorial decision, Nature Communications is committed to rapid dissemination of research findings. As a multidisciplinary journal, it welcomes contributions from biological, health, physical, chemical, Earth, social, mathematical, applied, and engineering sciences, aiming to highlight important breakthroughs within each domain.
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