Industrial LiFePO₄ Battery Management System Dataset for Early Degradation Analysis and Remaining Useful Life Prediction 核心 · 已核验

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This dataset contains operational records from a Lithium Iron Phosphate battery pack used in an industrial setting. The pack is rated at 25.6 V and 40 Ah, and the data were supplied by GMP Lithium Ltd., Bangladesh. The records reflect battery operation under practical working conditions.

The dataset includes 3,000 charge-discharge cycle records. Each record contains the cycle number, battery capacity, State of Health, Remaining Useful Life, pack voltage, pack current, Depth of Discharge, operating temperature, and individual cell voltages.

These data can be used for battery degradation analysis, State of Health estimation, Remaining Useful Life prediction, machine learning and deep learning model development, and battery performance analysis.

Both pack-level and cell-level measurements are included, allowing researchers to examine battery ageing, operational behaviour, and performance changes across the recorded lifecycle.

The repository provides the dataset in CSV format, along with a codebook that explains each variable, its unit, and the data structure. This documentation is intended to make the dataset easier to understand and reuse.

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落地页

https://data.mendeley.com/datasets/k675pxrd83

许可证

CC-BY-4.0 (置信:verified_official)

国内可访问性

国内直连:可达 (2026-07-11 检测) 非直连:可达 (2026-07-11 检测)
「直连超时」表示检测窗口内未完成,系慢或不稳定证据,不构成封锁证据。

设备类型

battery

PHM 任务

rul_prediction health_state_assessment degradation_trend_prediction