A transferable vehicle energy consumption evaluation framework for quantifying vehicle electrification energy benefits

Abstract Vehicle electrification is a major strategy by China to reduce energy consumption and emissions. However, it is difficult to quantify the energy advantages of EVs, especially in cross-regional comparisons. Based on the 3-D markov chain and machine learning methods, this study proposes a fra...

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Bibliographic Details
Main Authors: Zhenyu Jia, Zeping Cao, Jiawei Yin, Lin Wu, Ning Wei, Yanjie Zhang, Zhiwen Jiang, Qijun Zhang, Hongjun Mao
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:npj Sustainable Mobility and Transport
Online Access:https://doi.org/10.1038/s44333-025-00040-w
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