基于多循环特征的储能电池SOH估计模型
张宣梁, 何霆, 朱文龙, 王屾, 曾建华, 徐泉, 牛迎春

A SOH estimation model for energy storage batteries based on multiple cycle features
Xuanliang ZHANG, Ting HE, Wenlong ZHU, Shen WANG, Jianhua ZENG, Quan XU, Yingchun NIU
表2 基于单循环输入数据与基于10循环输入数据的估计精度比较
Table 2 Comparison of estimation accuracy between single-cycle input data and multiple-cycle input data
实验组方法MAERMSE
组1单循环0.65%1.14%
10循环0.55%1.01%
组2单循环0.72%1.00%
10循环0.65%1.04%
组3单循环0.85%1.26%
10循环0.60%0.86%
组4单循环1.02%1.56%
10循环0.89%1.36%