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

doi:10.17632/k675pxrd83

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.

落地页
https://data.mendeley.com/datasets/k675pxrd83
许可证
CC-BY-4.0 (判读置信:verified_official)
国内可访问性
国内直连:可达 (2026-07-11 检测) 代理通道:可达 (2026-07-11 检测)
检测口径:lychee 双通道单轮探测;「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
溯源(PROV,6 条)
source_url: https://data.mendeley.com/datasets/k675pxrd83source_citation: quarry_mining_pool datacite#10.17632/k675pxrd83retrieved_on: 2026-07-09asserted_by: automated_harvestnote: 反向挖掘 v3(KLS-018,词表圈选+全量人工复核):level=L0 score=0.45;候选区,晋升需人工核验
about_field: equipment_typessource_citation: graphrag 抽取自论文 doi:10.17632/k675pxrd83(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: battery;候选区,晋升需人工核验(ADR-26)
about_field: taskssource_citation: graphrag 抽取自论文 doi:10.17632/k675pxrd83(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: rul_prediction, health_state_assessment, degradation_trend_prediction;候选区,晋升需人工核验(ADR-26)
about_field: source_citation: 人工核验:zfbin(委托批准 2026-07-10)retrieved_on: 2026-07-10asserted_by: human_curatorconfidence_level: human_verifiednote: 晋升核心区。晋升批次 05:KLS-018 挖掘池卡,逐卡逐断言对照自述核验(evidence/KLS-016/08)
about_field: china_accessibilitysource_citation: KLS-009 链接健康扫描(lychee 双通道)retrieved_on: 2026-07-11asserted_by: automated_harvestnote: 定期刷新标注,仅覆盖本字段;历史结果以最新扫描为准
about_field: license_confidence,license_idsource_citation: 人工核验:zfbin(三问拍板 2026-07-11)retrieved_on: 2026-07-11asserted_by: human_curatorconfidence_level: human_verifiednote: 人工改写。license 清洗②:原值 info:eu-repo/semantics/openAccess 系 OAI 协议词非许可证;Mendeley Data 官方页明示 CC BY 4.0(2026-07-11 在线核实)