基于数据驱动的电动汽车车主识别方法

2020 IEEE Sustainable Power and Energy Conference (iSPEC) Pub Date : 2020-11-23 DOI:10.1109/iSPEC50848.2020.9351284

Yanli Liu, Junyi Wang, Lin Wang, Zhipeng Guo, Yujing Zhang

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引用次数: 0

摘要

考虑到电动汽车行为与车主家庭生活行为之间存在很强的相关性，本文提出了一种基于数据驱动的多阶段关联识别方法来识别居民区电动汽车车主。具体而言，在不同阶段建立不同的关联参数，逐步确定与每个EV最匹配的家庭。最后，通过实例分析说明了所提出的方法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Data-driven Method Based Electric Vehicle Owner Identification

Considering the strong correlations between EV's behavior and its owner's household life behavior, this paper proposes a data-driven based multi stage association identification method to identify owners of EVs in a residential area. Specially, different association parameters are established in different stages to determine the household that best matches each EV gradually. A case study is used to illustrate the proposed method.

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2020 IEEE Sustainable Power and Energy Conference (iSPEC)

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