Battery Datasets for Testing Data Pipelines and Workflow Automation

This record contains battery datasets exported from different cyclers. It is intended to be used for testing and validating battery data pipelines and workflow automation. The datasets cover various battery chemistries and test types. Some contain common bugs that can occur during testing (e.g. bumping the connection cables) or from software export routines. Including data with bugs is done intentionally to verify data processing robustness. Filename File Type Cycler Manufacturer Cell Type Chemistry Test Type Bug Present Source SINTEF__NaCR32140-MP10-04__2025-08-25__CCCV_0p02C_25degC__BioLogic__Outlier_Bug.mpt .mpt Bio-Logic Full Cell Na-ion CCCV Cycling at C/50 Voltage and Current Outlier Own Work SINTEF__NaCR32140-MP10-04__2025-08-25__GITT_0p05C_25degC__BioLogic.mpt .mpt Bio-Logic Full Cell Na-ion GITT None Own Work SINTEF__G20M7-202512-Gru6mV__20251228__C30__25degC__Neware.nda .nda Neware Full Cell Li-ion CCCV Cycle at C/30 None Own Work SINTEF__SLPBA842124HV__2024-10-23__Rate_25degC__Neware__Time_Bug.csv .csv Neware Full Cell Li-ion Rate Capability Non-monotonic Total Time Own Work SINTEF__LiGrR2032__2024-04-30__25degC__Landt.csv .csv Landt Half-Cell Li-Graphite Cycling None Own Work SINTEF__LiGrR2032__2024-04-30__25degC__Landt.txt .txt Landt Half-Cell Li-Graphite Cycling None Own Work SINTEF__SLPBA842124HV-06__20241011__DCIR__0p1C__25degC__Novonix.csv .csv Novonix Full-Cell LCO-Graphite DCIR None Own Work sintef__energizer-cr2032-202602-dtjrga__2026-02-25__c100__RT__landt.ccs .ccs Landt Full-Cell Li-MnO2 Discharging None Own Work DLR__LiGrHydra0b__20221114__GITT__25degC__Basytec.txt .txt Basytec Half-Cell Li-Graphite GITT None Own Work DLR__LiGrHydra0b__20230131__POCV__25degC__Basytec.txt .txt Basytec Half-Cell Li-Graphite POCV None Own Work DLR__LiLNMOHydra0b__20221130__GITT__25degC__Basytec.txt .txt Basytec Half-Cell Li-LNMO GITT None Own Work DLR__LiLNMOHydra0b__20221125__POCV__25degC__Basytec.txt .txt Basytec Half-Cell Li-LNMO POCV None Own Work FZJ__INR21700__20250606__HPPC__25degC__Digatron.csv .csv Digatron Full Cell Li-ion HPPC Time unit is s in the header and ms in the data Own Work faraday__lg-INR21700M50-2019-002__2019-06-02__rate__25degC__maccor.csv .csv Maccor Full-Cell Li-ion Rate None [1] stanford__a123- ANR26650m1B-2020-k1__1C__25degC__arbin.xlsx .xlsx Arbin Full-Cell Li-ion Cycling None [2] tum__bak-n18650ck-202204-001__characterization__25degC__biologic.txt .txt Biologic Full-Cell Li-ion Rate None [3] tum__bak-n18650ck-202204-044__cycle__45degC__basytec.txt .txt Basytec Full-Cell Li-ion Cycling None [3] shandong__nacr32140-mp10__2023-10-10__pulse__25degC__arbin.csv .csv Arbin Full-Cell Na-ion Pulse None [4] [1] https://doi.org/10.5281/zenodo.4032560, https://doi.org/10.1149/1945-7111/ab9050[2] https://doi.org/10.1016/j.dib.2021.106894, https://doi.org/10.17632/kxsbr4x3j2.2[3] https://doi.org/10.1016/j.est.2023.107430, https://doi.org/10.14459/2023mp1699705 [4] https://doi.org/10.5281/zenodo.13836818, https://doi.org/10.1016/j.est.2024.112571