NASA lithium-ion battery dataset

该数据集来源于美国宇航局艾姆斯预测性维护中心（PCoE）的电池预后测试平台进行的退化实验。它包含了多个锂离子电池细胞的数据，这些数据对于测试剩余使用寿命（RUL）预测算法非常有用。该数据集的规模涉及多个电池细胞，任务是对电池的剩余有用寿命进行预测。

This dataset is sourced from degradation experiments performed on the battery prognostics test platform of the NASA Ames Predictive Maintenance Center (PCoE). It contains data from multiple lithium-ion battery cells, which is extremely useful for testing remaining useful life (RUL) prediction algorithms. The dataset encompasses a large number of such battery cells, and its targeted task is to predict the remaining useful life of batteries.

搜集汇总

背景与挑战

背景概述

该数据集包含NASA锂离子电池退化实验数据，用于测试剩余使用寿命预测算法，涉及多个电池细胞的数据。