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在电动汽车驾驶场景中合成多变量时间序列数据的生成对抗网络

Shyr-Long Jeng1

  • 1Department of Mechanical Engineering, Lunghwa University of Science and Technology, Taoyuan City 333326, Taiwan.

Sensors (Basel, Switzerland)
|February 13, 2025
PubMed
概括

一个新的生成模型合成了现实的电动汽车 (EV) 驾驶数据,准确预测了关键操作参数,如电池充电状态 (SOC). 这一进步有助于电动汽车技术和电池管理系统.

关键词:
在SOC估计中,SOC的估计.有条件的生成对抗网络.主要组成部分分析 (PCA)时间序列合成的时间序列合成.

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