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battery_preprocessed

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minsker@smu.edu
Description:

This is our data for lithium ion battery, all experimental datasets are created under our lab ASPEN lab at SMU.

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Metadata

Name Value Last Modified
Alternative Title
  • Preprocessed Lithium-Ion Battery Cycling Dataset for Machine Learning Analysis
Added by Haddadin, Mariana Franses Shawkat on Dec 11, 2025
Funding Institution
  • Southern Methodist University (SMU) – ASPEN Laboratory
Added by Haddadin, Mariana Franses Shawkat on Dec 11, 2025
No field content found
Audience
  • This dataset is intended for students, researchers, and engineers studying lithium-ion battery behavior, machine learning, feature selection, PCA, regression, clustering, and capacity prediction models.
Added by Haddadin, Mariana Franses Shawkat on Dec 11, 2025
Annotating CSV File
  • Attribute descriptions and units: • data_point – Sample index (–) • Test_Time – Total elapsed test time (s) • sample_time – Sampling interval (s) • Step_Index – Load step type (–) • Cycle_Index – Battery cycle number (–) • Current – Applied current (A) • Voltage – Terminal voltage (V) • Charge_Capacity – Charging capacity (Ah) • Discharge_Capacity – Discharging capacity (Ah) • Cell_T – Cell temperature (°C) All units follow standard battery cycling test conventions.
Added by Haddadin, Mariana Franses Shawkat on Dec 11, 2025
Alternative Title
  • This dataset contains preprocessed lithium-ion battery cycling data collected in the ASPEN Lab at Southern Methodist University (SMU). Each row represents one measurement during a controlled charge/discharge cycle. The data were cleaned, structured, and prepared for machine-learning analysis in the CEE 5303/7303 Applied AI final project.
Added by Haddadin, Mariana Franses Shawkat on Dec 11, 2025
  • Alternative Title: Preprocessed Lithium-Ion Battery Cycling Dataset for Machine Learning Analysis
  • Funding Institution: Southern Methodist University (SMU) – ASPEN Laboratory
  • Audience: This dataset is intended for students, researchers, and engineers studying lithium-ion battery behavior, machine learning, feature selection, PCA, regression, clustering, and capacity prediction models.
  • Annotating CSV File: Attribute descriptions and units: • data_point – Sample index (–) • Test_Time – Total elapsed test time (s) • sample_time – Sampling interval (s) • Step_Index – Load step type (–) • Cycle_Index – Battery cycle number (–) • Current – Applied current (A) • Voltage – Terminal voltage (V) • Charge_Capacity – Charging capacity (Ah) • Discharge_Capacity – Discharging capacity (Ah) • Cell_T – Cell temperature (°C) All units follow standard battery cycling test conventions.
  • Alternative Title: This dataset contains preprocessed lithium-ion battery cycling data collected in the ASPEN Lab at Southern Methodist University (SMU). Each row represents one measurement during a controlled charge/discharge cycle. The data were cleaned, structured, and prepared for machine-learning analysis in the CEE 5303/7303 Applied AI final project.
Extractor Started Latest Update Latest Status
Submission Status
Timestamp Status Message
Thu Dec 11 06:10:58 UTC 2025 SUBMITTED (Cancel submission)
Thu Dec 11 06:10:58 UTC 2025 START: Started processing.
Thu Dec 11 06:10:58 UTC 2025 PROCESS: Downloading dataset.
Thu Dec 11 06:11:02 UTC 2025 ERROR: Normal TIFF file
Thu Dec 11 06:11:02 UTC 2025 DONE
Timestamp Status Message
Thu Dec 11 06:07:20 UTC 2025 SUBMITTED (Cancel submission)
Thu Dec 11 06:07:20 UTC 2025 START: Started processing.
Thu Dec 11 06:07:20 UTC 2025 PROCESS: Downloading dataset.
Thu Dec 11 06:07:23 UTC 2025 ERROR: Normal TIFF file
Thu Dec 11 06:07:23 UTC 2025 DONE
Submission Status
Timestamp Status Message
Thu Dec 11 06:10:59 UTC 2025 SUBMITTED (Cancel submission)
Thu Dec 11 06:10:59 UTC 2025 START: Started processing.
Thu Dec 11 06:10:59 UTC 2025 PROCESS: Downloading dataset.
Thu Dec 11 06:11:02 UTC 2025 DONE
Timestamp Status Message
Thu Dec 11 06:07:21 UTC 2025 SUBMITTED (Cancel submission)
Thu Dec 11 06:07:21 UTC 2025 START: Started processing.
Thu Dec 11 06:07:21 UTC 2025 PROCESS: Downloading dataset.
Thu Dec 11 06:07:23 UTC 2025 DONE
Submission Status
Timestamp Status Message
Thu Dec 11 06:10:58 UTC 2025 SUBMITTED (Cancel submission)
Thu Dec 11 06:10:58 UTC 2025 START: Started processing.
Thu Dec 11 06:10:58 UTC 2025 PROCESS: Downloading dataset.
Thu Dec 11 06:11:01 UTC 2025 DONE
Timestamp Status Message
Thu Dec 11 06:07:19 UTC 2025 SUBMITTED (Cancel submission)
Thu Dec 11 06:07:19 UTC 2025 START: Started processing.
Thu Dec 11 06:07:19 UTC 2025 PROCESS: Downloading dataset.
Thu Dec 11 06:07:22 UTC 2025 DONE

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Views: 177
Last viewed: Apr 03, 2026 10:39:10
Downloads: 6
Last downloaded: Dec 11, 2025 06:10:59
Last Modified: Dec 11, 2025 06:10:59

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