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polimi-tub-lg18650he4-2024-raw

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bsebench
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battery
lithium-ion
state-of-charge
state-of-health
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77d15e3afccdaa3e2693a6a8950db2b8b745d823e358d159664d6dcb639ee345 README.md
86e59d19eb71547adac3f1ec0cd0e8040dc1526326b5bad50302d2b06d31f500 BSEBENCH_SOURCE.json
841257ddc1bd29c95b5af6ec3227da3185dfb7c2764edde829ce6a0b36c8ad3a source/6hyhsjbwkb-1.zip
fce1ddb67eb092fec4c984ed05a7365e38bdf806b6cca0ab4874d72da4b84eab source/ReadMe.txt
PoliMi-TUB dataset - LG 18650HE4 Li-Ion Battery
A total of 6 2.5Ah LG18650HE4 battery cells sMC Li-Ion type were placed in a thermal chamber, specifically the Binder MK53.
For the cycling of these battery cells, a Neware battery tester model BTS-4008 was utilized.
The dataset was merely pre-processed and transformed into the final structure uploaded.
In the first phase, which involved the characterisation of State of Charge (SOC), the cells were subjected to static
and dynamic cycling at six different ambient temperatures: -20°C, -10°C, 0°C, 10°C, 25°C, and 35°C, covering a wide range of temperatures scenarios.
For dynamic stress, there are four distinct driving cycles: the Urban Dynamometer Driving Schedule (UDDS), the Highway Driving Schedule (US06), and the California Unified Cycle (LA92). Additionally, mixed cycles were created by combining randomized segments from UDDS, US06, and LA92, denoted as Mixed1 to Mixed6. Each d...
In the second phase, the battery cells were subjected to the same driving cycles at a constant temperature of 35°C, aiming to simulate both driving and calendar ageing effects. To monitor the ageing process, a capacity test was conducted approximately every 20 to 30 cycles. In this phase, data were recorded at a sampli...
The structure of the files follows the next scheme for each cell:
Name Description
1. SOC_estimation: Dataset containing driving cycles for the SOC estimation
i. 0degC SOC characterisation test at 0°C
ii. 10degC SOC characterisation test at 10°C
iii. 10degTriseC SOC characterisation test starting from 10°C without ambient control after that
iv. 25degC SOC characterisation test at 25°C
v. 25degCaged SOC characterisation test at 25°C after the cell was aged from the negative temperatures
vi. 35degC SOC characterisation test at 35°C
vii. 35degCaged(AgingCycling) Aging cycling at 35°C trough the End of Life (EoL) of the cells
viii. neg10degC SOC characterisation test at -10°C
ix. neg20degC SOC characterisation test at -20°C
* The name convention inside the 1.vii. 35degCaged(AgingCycling) corresponds to:
*0 - UDDS *5 - Mixed3
*1 - US06 *6 - Mixed4
*2 - LA92 *7 - Mixed5
*3 - Mixed1 *8 - Mixed6
*4 - Mixed2 *9 - Mixed7
2. SOH_cycling: Dataset containing charging cycles for the SOH estimation
Record_number,current_A,voltage_V,capacity_Ah,energy_Wh,Relative_Time_h_min_s.ms_,temperature_C,SOC,Number_of_Cycle
520722,0.0,4.1865,0.0,0.0,0:00:00.000,0.5,1.0,35
520723,0.0,4.1865,0.0,0.0,0:00:00.100,0.5,1.0,35
520724,0.0,4.1865,0.0,0.0,0:00:00.200,0.5,1.0,35
520725,0.0,4.1865,0.0,0.0,0:00:00.300,0.5,1.0,35
520726,0.0,4.1865,0.0,0.0,0:00:00.400,0.5,1.0,35
520727,0.0,4.1865,0.0,0.0,0:00:00.500,0.5,1.0,35
520728,0.0,4.1865,0.0,0.0,0:00:00.600,0.5,1.0,35
520729,0.0,4.1865,0.0,0.0,0:00:00.700,0.5,1.0,35
520730,0.0,4.1865,0.0,0.0,0:00:00.800,0.5,1.0,35
520731,0.0,4.1865,0.0,0.0,0:00:00.900,0.5,1.0,35
520732,0.0,4.1865,0.0,0.0,0:00:01.000,0.3,1.0,35
520733,0.0,4.1865,0.0,0.0,0:00:01.100,0.3,1.0,35
520734,0.0,4.1865,0.0,0.0,0:00:01.200,0.6,1.0,35
520735,0.0,4.1865,0.0,0.0,0:00:01.300,0.3,1.0,35
520736,0.0,4.1865,0.0,0.0,0:00:01.400,0.3,1.0,35
520737,0.0,4.1865,0.0,0.0,0:00:01.500,0.6,1.0,35
520738,0.0,4.1865,0.0,0.0,0:00:01.600,0.5,1.0,35
520739,0.0,4.1865,0.0,0.0,0:00:01.700,0.5,1.0,35
520740,0.0,4.1865,0.0,0.0,0:00:01.800,0.5,1.0,35
520741,0.0,4.1865,0.0,0.0,0:00:01.900,0.5,1.0,35
520742,0.0,4.1865,0.0,0.0,0:00:02.000,0.5,1.0,35
520743,0.0,4.1865,0.0,0.0,0:00:02.100,0.5,1.0,35
520744,0.0,4.1865,0.0,0.0,0:00:02.200,0.5,1.0,35
520745,0.0,4.1865,0.0,0.0,0:00:02.300,0.5,1.0,35
520746,0.0,4.1865,0.0,0.0,0:00:02.400,0.5,1.0,35
520747,0.0,4.1865,0.0,0.0,0:00:02.500,0.3,1.0,35
520748,0.0,4.1865,0.0,0.0,0:00:02.600,0.6,1.0,35
520749,0.0,4.1865,0.0,0.0,0:00:02.700,0.6,1.0,35
520750,0.0,4.1865,0.0,0.0,0:00:02.800,0.5,1.0,35
520751,0.0,4.1865,0.0,0.0,0:00:02.900,0.5,1.0,35
520752,0.0,4.1865,0.0,0.0,0:00:03.000,0.5,1.0,35
520753,0.0,4.1865,0.0,0.0,0:00:03.100,0.5,1.0,35
520754,0.0,4.1865,0.0,0.0,0:00:03.200,0.5,1.0,35
520755,0.0,4.1865,0.0,0.0,0:00:03.300,0.5,1.0,35
520756,0.0,4.1865,0.0,0.0,0:00:03.400,0.5,1.0,35
520757,0.0,4.1865,0.0,0.0,0:00:03.500,0.5,1.0,35
520758,0.0,4.1865,0.0,0.0,0:00:03.600,0.5,1.0,35
520759,0.0,4.1865,0.0,0.0,0:00:03.700,0.5,1.0,35
520760,0.0,4.1865,0.0,0.0,0:00:03.800,0.5,1.0,35
520761,0.0,4.1865,0.0,0.0,0:00:03.900,0.5,1.0,35
520762,0.0,4.1865,0.0,0.0,0:00:04.000,0.5,1.0,35
520763,0.0,4.1865,0.0,0.0,0:00:04.100,0.5,1.0,35
520764,0.0,4.1865,0.0,0.0,0:00:04.200,0.5,1.0,35
520765,0.0,4.1865,0.0,0.0,0:00:04.300,0.5,1.0,35
520766,0.0,4.1865,0.0,0.0,0:00:04.400,0.5,1.0,35
520767,0.0,4.1865,0.0,0.0,0:00:04.500,0.5,1.0,35
520768,0.0,4.1865,0.0,0.0,0:00:04.600,0.5,1.0,35
520769,0.0,4.1865,0.0,0.0,0:00:04.700,0.6,1.0,35
520770,0.0,4.1865,0.0,0.0,0:00:04.800,0.5,1.0,35
520771,0.0,4.1865,0.0,0.0,0:00:04.900,0.5,1.0,35
520772,0.0,4.1865,0.0,0.0,0:00:05.000,0.5,1.0,35
520773,0.0,4.1865,0.0,0.0,0:00:05.100,0.5,1.0,35
520774,0.0,4.1865,0.0,0.0,0:00:05.200,0.5,1.0,35
520775,0.0,4.1865,0.0,0.0,0:00:05.300,0.5,1.0,35
520776,0.0,4.1865,0.0,0.0,0:00:05.400,0.6,1.0,35
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PoliMi-TUB dataset - LG 18650HE4 Li-Ion Battery

This dataset repository is a BSEBench raw mirror of the Mendeley Data record for the PoliMi-TUB LG 18650HE4 Li-ion battery dataset. The mirror status is raw_mirror_pending_validation: files are preserved for later validation and benchmark integration, and no performance, model, or benchmark conclusions are made here.

Source

Provenance

Downloaded from the official Mendeley Data Download All endpoint on 2026-05-08. The original generated archive is preserved at source/6hyhsjbwkb-1.zip without extraction or transformation. A direct copy of the Mendeley-listed ReadMe.txt is also preserved at source/ReadMe.txt.

Mendeley reported archive size: 1421133111 bytes. Mendeley reported archive SHA-256: 841257ddc1bd29c95b5af6ec3227da3185dfb7c2764edde829ce6a0b36c8ad3a. The downloaded archive matched both the byte count and SHA-256.

Archive inventory summary: 9173 entries, 5090526860 total uncompressed bytes.

Contents

  • source/6hyhsjbwkb-1.zip: original Mendeley Data Download All archive
  • source/ReadMe.txt: direct Mendeley public file endpoint copy of the dataset readme
  • BSEBENCH_SOURCE.json: machine-readable provenance and verification details
  • SHA256SUMS.txt: checksums for uploaded files

Citation

Eleftheriadis, Panagiotis (2024), "PoliMi-TUB dataset - LG 18650HE4 Li-Ion Battery", Mendeley Data, V1, doi: 10.17632/6hyhsjbwkb.1.
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