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Datasets:
bsebench-org
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imperial-multistage-aging-2024-raw

Modalities:
Text
Tags:
batteries
lithium-ion
aging
state-of-health
raw-mirror
License:
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The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ParserError
Message:      Error tokenizing data. C error: Expected 1 fields in line 13, saw 2

Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 609, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/csv/csv.py", line 198, in _generate_tables
                  for batch_idx, df in enumerate(csv_file_reader):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1843, in __next__
                  return self.get_chunk()
                         ^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1985, in get_chunk
                  return self.read(nrows=size)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1923, in read
                  ) = self._engine.read(  # type: ignore[attr-defined]
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 234, in read
                  chunks = self._reader.read_low_memory(nrows)
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "pandas/_libs/parsers.pyx", line 850, in pandas._libs.parsers.TextReader.read_low_memory
                File "pandas/_libs/parsers.pyx", line 905, in pandas._libs.parsers.TextReader._read_rows
                File "pandas/_libs/parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
                File "pandas/_libs/parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
                File "pandas/_libs/parsers.pyx", line 2061, in pandas._libs.parsers.raise_parser_error
              pandas.errors.ParserError: Error tokenizing data. C error: Expected 1 fields in line 13, saw 2
              
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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run_time
string
c_vol
float64
c_cur
float64
c_surf_temp
float64
amb_temp
null
step_type
int64
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End of preview.

Multi-stage lithium-ion battery aging dataset

BSEBench status: raw_mirror_pending_validation

This repository is a raw mirror of the Figshare dataset Multi-Stage Lithium Ion Battery Aging Study. The files are preserved as downloaded from the official Figshare file URLs. Archives were not extracted or converted. Figshare folder metadata was used to store repeated filenames under their source Stage_1 and Stage_2 paths.

Source

Citation

Stroebl, Florian; Petersohn, Ronny; Schricker, Barbara; Schaeufl, Florian; Bohlen, Oliver; Palm, Herbert (2024). Multi-Stage Lithium Ion Battery Aging Study. figshare. Dataset. https://doi.org/10.6084/m9.figshare.25975315.v1

Related publication/reference listed by Figshare: https://doi.org/10.1038/s41597-024-03859-z

Contents

  • data/original/Multi-Stage_Aging_Study/: raw source files arranged according to the Figshare folder structure.
  • source_metadata/figshare_article_api_25975315.json: source metadata fetched from the official Figshare API.
  • source_metadata/figshare_files_manifest.tsv: source file manifest with Figshare file IDs, official download URLs, sizes, and MD5 hashes.
  • source_metadata/download_verification.json: local verification record for source byte counts and Figshare MD5 checks.
  • BSEBENCH_SOURCE.json: machine-readable provenance for this mirror.
  • SHA256SUMS.txt: SHA-256 checksums for uploaded files.

Verification

The source page and Figshare API were checked before payload upload. The Figshare API reports CC BY 4.0 licensing and dataset DOI 10.6084/m9.figshare.25975315.v1. All 280 source files were downloaded from official Figshare file URLs and verified against Figshare-provided MD5 hashes. Total source payload size is 10292649424 bytes.

BSEBench Notes

This is a raw mirror pending validation. No benchmark conclusions, performance claims, state-of-the-art claims, or leaderboard claims are made here.
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