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stanford-second-life-grid-storage-2024-raw

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The dataset viewer is not available for this split.

Cannot load the dataset split (in streaming mode) to extract the first rows.

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
created_or_updated_at_utc: string
data_article_doi: string
doi: string
exact_byte_counts: struct<BSEBENCH_SOURCE.json: int64, FINAL_STATUS.json: int64, HF_FILE_LIST.json: int64, README.md: i (... 365 chars omitted)
  child 0, BSEBENCH_SOURCE.json: int64
  child 1, FINAL_STATUS.json: int64
  child 2, HF_FILE_LIST.json: int64
  child 3, README.md: int64
  child 4, SHA256SUMS.txt: int64
  child 5, SL_Dataset_SECL_INR21700-M50T.zip: int64
  child 6, metadata/article_doi_csl.json: int64
  child 7, metadata/doi_csl.json: int64
  child 8, metadata/doi_datacite.json: int64
  child 9, metadata/osf_files_root.json: int64
  child 10, metadata/osf_node_8jnr5.json: int64
  child 11, metadata/osf_node_8jnr5_bibliographic_contributors.json: int64
  child 12, metadata/osf_node_8jnr5_files_osfstorage.json: int64
file_count: int64
finalized_at_utc: string
hf_file_count: int64
hf_files: list<item: string>
  child 0, item: string
initial_visibility: string
license: string
license_basis: string
metadata_files_uploaded: list<item: string>
  child 0, item: string
private_storage_limit_error: null
repo_id: string
repo_type: string
residual_risks: list<item: string>
  child 0, item: string
source_file_count: int64
source_files_uploaded: list<item: struct<bytes: int64, path: string, sha256: string>>
  child 0, item: struct<bytes: int64, path: string, sha256: string>
      child 0, bytes: int64
      child 1, path: string
      child 2, sha256: string
source_total_bytes: int64
source_url: string
status
...
mitted)
  child 0, checksum_tool: string
  child 1, download_tool: string
  child 2, downloaded_at_utc: string
  child 3, local_sha256_verified_against_osf_metadata: bool
  child 4, local_size_matches_osf_metadata: bool
metadata_snapshots: list<item: string>
  child 0, item: string
bsebench_status: string
dataset_title: string
source_files: list<item: struct<bytes: int64, date_created_from_osf: string, date_modified_from_osf: string, mater (... 153 chars omitted)
  child 0, item: struct<bytes: int64, date_created_from_osf: string, date_modified_from_osf: string, materialized_pat (... 141 chars omitted)
      child 0, bytes: int64
      child 1, date_created_from_osf: string
      child 2, date_modified_from_osf: string
      child 3, materialized_path_from_osf: string
      child 4, md5_from_osf_metadata: string
      child 5, osf_download_url: string
      child 6, osf_file_id: string
      child 7, path: string
      child 8, role: string
      child 9, sha256: string
transformations: string
source: struct<data_article_doi: string, doi: string, download_url_from_osf_api: string, institution: string (... 154 chars omitted)
  child 0, data_article_doi: string
  child 1, doi: string
  child 2, download_url_from_osf_api: string
  child 3, institution: string
  child 4, osf_api_url: string
  child 5, osf_html_url: string
  child 6, osf_node_id: string
  child 7, source_url: string
  child 8, storage_file_api_url: string
  child 9, type: string
  child 10, verified_at_utc: string
to
{'bsebench_status': Value('string'), 'dataset_title': Value('string'), 'download': {'checksum_tool': Value('string'), 'download_tool': Value('string'), 'downloaded_at_utc': Value('string'), 'local_sha256_verified_against_osf_metadata': Value('bool'), 'local_size_matches_osf_metadata': Value('bool')}, 'hf_target': {'initial_visibility': Value('string'), 'repo_id': Value('string'), 'repo_type': Value('string')}, 'license': {'name': Value('string'), 'note': Value('string'), 'redistribution_permissive': Value('bool'), 'spdx': Value('string'), 'url': Value('string'), 'verification_basis': Value('string')}, 'metadata_snapshots': List(Value('string')), 'repo_id': Value('string'), 'residual_risks': List(Value('string')), 'source': {'data_article_doi': Value('string'), 'doi': Value('string'), 'download_url_from_osf_api': Value('string'), 'institution': Value('string'), 'osf_api_url': Value('string'), 'osf_html_url': Value('string'), 'osf_node_id': Value('string'), 'source_url': Value('string'), 'storage_file_api_url': Value('string'), 'type': Value('string'), 'verified_at_utc': Value('string')}, 'source_files': List({'bytes': Value('int64'), 'date_created_from_osf': Value('string'), 'date_modified_from_osf': Value('string'), 'materialized_path_from_osf': Value('string'), 'md5_from_osf_metadata': Value('string'), 'osf_download_url': Value('string'), 'osf_file_id': Value('string'), 'path': Value('string'), 'role': Value('string'), 'sha256': Value('string')}), 'transformations': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2227, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2251, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 494, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 384, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              created_or_updated_at_utc: string
              data_article_doi: string
              doi: string
              exact_byte_counts: struct<BSEBENCH_SOURCE.json: int64, FINAL_STATUS.json: int64, HF_FILE_LIST.json: int64, README.md: i (... 365 chars omitted)
                child 0, BSEBENCH_SOURCE.json: int64
                child 1, FINAL_STATUS.json: int64
                child 2, HF_FILE_LIST.json: int64
                child 3, README.md: int64
                child 4, SHA256SUMS.txt: int64
                child 5, SL_Dataset_SECL_INR21700-M50T.zip: int64
                child 6, metadata/article_doi_csl.json: int64
                child 7, metadata/doi_csl.json: int64
                child 8, metadata/doi_datacite.json: int64
                child 9, metadata/osf_files_root.json: int64
                child 10, metadata/osf_node_8jnr5.json: int64
                child 11, metadata/osf_node_8jnr5_bibliographic_contributors.json: int64
                child 12, metadata/osf_node_8jnr5_files_osfstorage.json: int64
              file_count: int64
              finalized_at_utc: string
              hf_file_count: int64
              hf_files: list<item: string>
                child 0, item: string
              initial_visibility: string
              license: string
              license_basis: string
              metadata_files_uploaded: list<item: string>
                child 0, item: string
              private_storage_limit_error: null
              repo_id: string
              repo_type: string
              residual_risks: list<item: string>
                child 0, item: string
              source_file_count: int64
              source_files_uploaded: list<item: struct<bytes: int64, path: string, sha256: string>>
                child 0, item: struct<bytes: int64, path: string, sha256: string>
                    child 0, bytes: int64
                    child 1, path: string
                    child 2, sha256: string
              source_total_bytes: int64
              source_url: string
              status
              ...
              mitted)
                child 0, checksum_tool: string
                child 1, download_tool: string
                child 2, downloaded_at_utc: string
                child 3, local_sha256_verified_against_osf_metadata: bool
                child 4, local_size_matches_osf_metadata: bool
              metadata_snapshots: list<item: string>
                child 0, item: string
              bsebench_status: string
              dataset_title: string
              source_files: list<item: struct<bytes: int64, date_created_from_osf: string, date_modified_from_osf: string, mater (... 153 chars omitted)
                child 0, item: struct<bytes: int64, date_created_from_osf: string, date_modified_from_osf: string, materialized_pat (... 141 chars omitted)
                    child 0, bytes: int64
                    child 1, date_created_from_osf: string
                    child 2, date_modified_from_osf: string
                    child 3, materialized_path_from_osf: string
                    child 4, md5_from_osf_metadata: string
                    child 5, osf_download_url: string
                    child 6, osf_file_id: string
                    child 7, path: string
                    child 8, role: string
                    child 9, sha256: string
              transformations: string
              source: struct<data_article_doi: string, doi: string, download_url_from_osf_api: string, institution: string (... 154 chars omitted)
                child 0, data_article_doi: string
                child 1, doi: string
                child 2, download_url_from_osf_api: string
                child 3, institution: string
                child 4, osf_api_url: string
                child 5, osf_html_url: string
                child 6, osf_node_id: string
                child 7, source_url: string
                child 8, storage_file_api_url: string
                child 9, type: string
                child 10, verified_at_utc: string
              to
              {'bsebench_status': Value('string'), 'dataset_title': Value('string'), 'download': {'checksum_tool': Value('string'), 'download_tool': Value('string'), 'downloaded_at_utc': Value('string'), 'local_sha256_verified_against_osf_metadata': Value('bool'), 'local_size_matches_osf_metadata': Value('bool')}, 'hf_target': {'initial_visibility': Value('string'), 'repo_id': Value('string'), 'repo_type': Value('string')}, 'license': {'name': Value('string'), 'note': Value('string'), 'redistribution_permissive': Value('bool'), 'spdx': Value('string'), 'url': Value('string'), 'verification_basis': Value('string')}, 'metadata_snapshots': List(Value('string')), 'repo_id': Value('string'), 'residual_risks': List(Value('string')), 'source': {'data_article_doi': Value('string'), 'doi': Value('string'), 'download_url_from_osf_api': Value('string'), 'institution': Value('string'), 'osf_api_url': Value('string'), 'osf_html_url': Value('string'), 'osf_node_id': Value('string'), 'source_url': Value('string'), 'storage_file_api_url': Value('string'), 'type': Value('string'), 'verified_at_utc': Value('string')}, 'source_files': List({'bytes': Value('int64'), 'date_created_from_osf': Value('string'), 'date_modified_from_osf': Value('string'), 'materialized_path_from_osf': Value('string'), 'md5_from_osf_metadata': Value('string'), 'osf_download_url': Value('string'), 'osf_file_id': Value('string'), 'path': Value('string'), 'role': Value('string'), 'sha256': Value('string')}), 'transformations': Value('string')}
              because column names don't match

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Stanford second-life lithium-ion battery grid-storage cycling dataset raw mirror

BSEBench status: raw_mirror_pending_validation

This dataset repository is a raw mirror of the Open Science Framework project "Second-life lithium-ion battery aging dataset based on grid storage cycling". The project accompanies the Data in Brief article with DOI 10.1016/j.dib.2024.111046 and contains second-life experimental data collected at Stanford Energy Control Lab for six NMC cells cycled using residential and commercial synthetic duty cycles.

Source DOI: 10.17605/OSF.IO/8JNR5
Source URL: https://doi.org/10.17605/OSF.IO/8JNR5
OSF node: 8jnr5
Institution/source: Stanford Energy Control Lab / Stanford University
Download date: 2026-05-08T10:38:10.192569Z

License

The source DOI/DataCite metadata declares Creative Commons Attribution 4.0 International, SPDX CC-BY-4.0, with rights URI https://creativecommons.org/licenses/by/4.0/legalcode. The OSF v2 node API returned license: null; this mirror records the DOI/DataCite rights metadata as the license verification basis.

Files

SL_Dataset_SECL_INR21700-M50T.zip: raw OSF archive, mirrored without extraction or content modification.
BSEBENCH_SOURCE.json: machine-readable source, license, checksum, and provenance metadata.
SHA256SUMS.txt: SHA256 checksums for mirrored/uploaded artifacts, excluding SHA256SUMS.txt itself.
metadata/: official DOI/OSF metadata snapshots used during verification.

Checksums

The raw archive SHA256 was verified against OSF file metadata before upload:

201b21b8e2e9623887d03e9bd6620341e5c91cd28bce34294ccbad2d4e7c6fe3  SL_Dataset_SECL_INR21700-M50T.zip

Citation

Moy, Kevin; Khan, Muhammad Aadil; Fasolato, Simone; Pozzato, Gabriele; Allam, Anirudh; Onori, Simona. "Second-life lithium-ion battery aging dataset based on grid storage cycling." Data in Brief, 2024. DOI: 10.1016/j.dib.2024.111046.

OSF project: Onori, Simona; Khan, Muhammad Aadil. "Second-life lithium-ion battery aging dataset based on grid storage cycling." OSF, 2024. DOI: 10.17605/OSF.IO/8JNR5.

Validation Notes

This is a raw mirror pending BSEBench validation. No benchmark conclusions, performance claims, or leaderboard claims are made here.

Downloads last month: 59

Total file size:

2.15 GB