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Updated: Jun 5, 2025

Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway
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基于额外树回归器的电动汽车电池的有效充电状态估计:基于数据的方法

Sadiqa Jafari1, Yung-Cheol Byun2

  • 1Department of Electronic Engineering, Institute of Information Science & Technology, Jeju National University, Jeju 63243, South Korea.

Heliyon
|December 13, 2024
PubMed
概括

准确的电动汽车充电状态 (SoC) 预测对于可持续的移动性至关重要. 一个额外树回归器模型在预测电动汽车电池SoC方面表现出卓越的表现,超过了LightGBM.

关键词:
电池数据 电池数据驾驶周期的驾驶周期电动汽车 电动汽车是什么额外的树回归器.增强光线梯度增强光线梯度增强光线梯度充电状态预测预测

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