電池資料總表：來源、條件、用途與可用範圍

電池資料總表：列出七家族既有庫、公開來源及獨立測試匯入。候選、已下載、測試匯入驗證與網站已發布分別記錄；這是有日期的盤點與來源導覽，不是即時資料庫查詢或完整下載服務。

操作步驟

先依來源、溫度、SoC、工況與訊號選資料；下方列出家族、公開子集和條件，子集與家族不可重複加總。
讀取每列的證據狀態與存取層級。文件已匯入、網站展示、管理者發布後才可用，是不同狀態。
開啟 BatteryHub 實驗資料庫，以來源家族核對實際資源；會員、資料取得與計費仍依網站處理。
若網站沒有該完整資源，交由管理者核對已匯入資料並發布；本 MCP 不讀外接硬碟、不代為掛載、不代為取得或匯出原始資料。

重點結果

每列的未知欄位維持未記載，不能當成零或推測成已量測。老化設定溫度、測試溫度與量測到的溫度訊號分開記錄。
核對日期：2026-10-04。此日期不是匯入日期或即時資料庫快照時間。
資料盤點：scope: Only seven row_type=imported_family rows; excludes EIS and all overlapping application subsets；evidence_date: 2026-09-26；documentation_updated: 2026-09-28；verification_status: 2026-10-03 actual read-only database counts and6182 asset files/byte sizes verified;not full baseline raw rehash or baseline full row decoding；archive_zip_count: 47；extracted_files: 7202；extracted_bytes: 162705395103；source_or_extracted_files_cataloged: 7260；source_files_converted: 5330；parquet_tables: 6182；parquet_bytes: 95192628241；timeseries_rows: 1308190919；summary_rows: 247021；derived_rows: 114692000；metadata_rows: 222；all_records: 1423130162；resource_representations: 13442；unresolved_parse_errors_documented: 0；independent_cell_total: 未記載／未核對；nonadditive_warning: Tables, source representations, repeated RPT, CSV/raw overlaps and interpolated vectors must not be interpreted as independent cells or experiments；disk_audited_at: 2026-10-03。
原庫實查：checked_at: 2026-10-03；database_opened: read_only；assets: 6182；counts_match_documented_seven_family_inventory: true；full_baseline_raw_rehash: false；scope: actual existing DuckDB asset identity/counts and source/download/extraction manifests;selected new original hashes checked,not a full baseline terabyte rehash。
本批獨立測試（未發布）：schema_version: 1.1.0；reviewed_at: 2026-10-03；download_files: 677；download_bytes: 210994899872；exact_or_native_duplicates_excluded: 25；test_namespace: isolated expansion;separate rights quarantine and safety schemas；baseline_assets: 6182；website_published: false；verified_scope: Only scopes in completed full verification receipts;unfinished KIT logs and any pending raw-scope checks excluded；verified_general_tables: 6732；verified_general_rows: 365694373；verified_quarantine_tables: 758；verified_quarantine_rows: 709037052；full_model_validation: false；large_raw_progress: source: matr11；state: verified_quarantine_import；snapshot_utc: 2026-10-03T19:37:48.970593+00:00；expected_bytes: 192112514835；verified_range_bytes: 192112514835；whole_file_downloaded: true；whole_file_import_verified: true；note: completed archive and quarantine import verified in the isolated test receipt; metadata and diagnostic raw counts remain separate；whole_file_sha256: 65399df37d4082e6c4d931ef2f8a5cdf903a1ebf36f744c4b58b06042f30e974；source: kit；state: blocked_official_http429；snapshot_utc: 2026-10-03T17:18:16.116021+00:00；expected_bytes: 81909759488；verified_range_bytes: 402653184；whole_file_downloaded: false；whole_file_import_verified: false；note: validated byte ranges; incomplete archive excluded from completed download totals and verified test tables；retry_not_before_utc: 2026-10-03T19:37:18.933623+00:00；source: stanford_dynamic；state: verified_test_import；snapshot_utc: 2026-10-03T17:18:16.116021+00:00；additional_expected_bytes: 17128673456；completed_original_files: 94；completed_original_bytes: 17128673456；whole_file_set_downloaded: true；whole_import_scope_verified: true；note: atomic final files separately verify officialMD5/size/SHA;C-rate/normalizedcapacity notA/Ah;one diagnostic routine uses twoCyc#;not extra cells/RPT；verified_utc: 2026-10-03T23:59:29.185089+00:00；existing_baseline_audit: actual_assets: 6182；actual_parquet_footer_rows: 1423130162；all_files_exist_sizes_and_footer_rows_match_catalog: true；full_payload_readback_or_new_baseline_sha256: false；scope: Read-only actual6182Parquet footer counts/bytes andcatalog identity;no production writes;not full baseline payload/hash verification；kinds: timeseries: 1308190919；summary: 247021；derived: 114692000；metadata: 222；verification_version_scope: Historical completed import receipts use original parser versions; manager boundary fixes tested separately, no new bulk import。
共同定義：Unknown facts are null or explicitly qualified; absence is not zero；Normalized current is discharge-positive, charge-negative; raw original fields retained；Measured temperature, chamber/base-control temperature and aging/diagnostic settings are distinct；Summary time_s compatibility field can contain cycle axis, not seconds; interpret kind and mapping；Capacity counters are not automatically SoC, SoH or nominal capacity; cycle_index is not automatically EFC；Imported is not validated; holdout purpose does not prove independence; exploratory overrides historical reserved purpose for already used cells；Model parameters, SEI scenarios, test fixtures and material snapshots are not physical experimental datasets。
存取說明：Existing seven-family inventory counts now checked against actual read-only DuckDB;all6182 Parquet assets exist with matching byte sizes. No full baseline terabyte raw rehash or full baseline Parquet row decoding was performed.；README documents only three Chen2020 trial CSV selections published by default; two cached data-page exhibits do not enumerate full database；Full imported data requires administrator source selection and explicit publication; catalog discovery does not grant measurement/API/report access；Member API can list published experiments at GET /api/v1/experiments. Paid queries/exports use quotation/operation workflow and require separate authorization; none was invoked for this catalog；Guide MCP returns public catalog/workflow metadata; it does not run SQL, read private raw data, publish sources or execute analyses；Source/license statements are documented provenance, not a blanket redistribution authorization. CALCE redistribution terms require confirmation；新11來源只有本機獨立測試匯入驗證；downloaded/test_import_verified 不等於 website_published 或完整平台可取用。OSF待授權、MATR11限非商用，安全資料另schema。。
授權說明：chen2020: CC BY 4.0 per repository source record；imperial_m50t: CC BY 4.0 per repository source record；nasa_random_walk: Unresolved: downloader config says CC BY 4.0, source registry says follow source terms; verify publisher before redistribution；oxford: ODC-ODbL; verify derived-database obligations；calce_20r: Public download; citation requested; general redistribution license not confirmed；calce_soc_windows: Public download; citation requested; general redistribution license not confirmed；matr: CC BY 4.0 per repository source record; check source terms；zhang2020_eis: CC BY 4.0 per repository source record。
網站觀察（非完整資料核對）：observed_at: 2026-10-03T09:52:00Z/09:53:00Z；method: Authenticated cloud browser observation reported by inspector；data_page: Two fixed cached Chen2020 exhibits; states it does not live-read full database；health_page: Research report access is subject to membership, publication scope and applicable report authorization；health_method_dialog: 7 M50T cells, 94 C/10 curves, 2,992,991 points, 25°C groups；mcp_scope: Guide-only catalog/workflow discovery, not measurement SQL or private work。

Chen2020 LG M50 倍率表徵 [chen2020]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：chen2020
化學體系：未記載／未核對
外型：cylindrical LG M50
標稱容量 Ah：5
電芯數：3
電芯計數定義：cell02, cell03, cell04; three physical cells
條件數：未記載／未核對
重複樣本：3 cells following the published rate-characterization experiment; not aging replicates
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
實測溫度訊號：Cell surface and chamber temperatures recorded; no controlled multi-temperature aging comparison
SoC 區間：
工況：CC/CV charging; C/10, C/2, 1C, 1.5C discharge; event rows excluded from normalized time series
訊號：time_s；voltage_v；current_a；temperature_cell_c；temperature_chamber_c；reported_capacity_ah；cycle_index；step_index；mode
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：parquet_tables: 3；timeseries_rows: 18929；summary_rows: 0；derived_rows: 0；metadata_rows: 0
用途：holdout retained; operational capacity-ratio SoC comparison already described without fitting
可研究問題：LG M50 terminal-voltage comparison under published rate tests；Check V/I/T response and operational capacity-ratio consistency
不可直接推論：Long-term aging, RUL or temperature-aging effect；Independent measured SoC truth；Same-plan model/data independence without checking parameter provenance
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=chen2020；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：18,929 normalized measurement rows; cycle_index is a rate-test sequence, not long-term aging count；Initial discharge begins partially charged; do not assume 100% SoC；Nominal 5 Ah is model/reference rating, not a measured per-row capacity; electrode chemistry not filled here without matching source-level evidence
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結

Imperial LG M50T 多溫度循環老化 [imperial_m50t]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：imperial_m50t
化學體系：未記載／未核對
外型：21700 cylindrical; LG GBM50T2170
標稱容量 Ah：5
電芯數：40
電芯計數定義：40 physical cells across five experiments and three aging temperatures
條件數：15
重複樣本：2–3 physical cells per temperature × protocol condition; see conditions
老化溫度 °C：10；25；40
測試溫度 °C：25
實測溫度訊號：Measured surface temperature is distinct from base-cooling setpoint; preserved in time series and source summaries
SoC 區間：0–30%；70–85%；85–100%；0–100%
工況：0.3C charge / 1C discharge for constant-current groups; separate 0–100% drive-cycle discharge group; RPT pOCV, GITT, capacity and resistance checks
訊號：time_s；voltage_v；current_a；temperature_c；capacity_ah；cycle_index；step_index；source raw fields；C/10 capacity；C/2 capacity；0.1s resistance；ageing cycles；ageing days；Ah throughput
資料類型可用性：timeseries: true；summary: true；eis: false
文件盤點計數：parquet_tables: 5239；timeseries_rows: 1060903088；summary_rows: 132283；derived_rows: 0；metadata_rows: 11
用途：7 named 25°C application cells exploratory; other cells retain reserved import purpose
可研究問題：Matched protocol temperature-aging comparison, starting with Expt 5；SoC-window aging comparison controlling temperature and rate；Capacity SoH, resistance trends, pOCV/GITT, dQ/dV diagnostics
不可直接推論：Pure calendar-aging temperature effect from cycling data；M50T and Chen2020 M50 are interchangeable；RPT repeats are independent cells；Unobserved 80% threshold is observed lifetime；Processed CSV plus raw MPR are independent experiments
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=imperial_m50t；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：5 archives; 2,164 CSV = 2,044 time-series CSV + 120 summaries (40 each of 3 types)；Historical 751-file 25°C selection overlaps full archives; do not add；Paired MPT/MPR not double-imported; CSV versus raw instrument representations can still overlap；RPT diagnostic temperature 25°C is not the aging group temperature; explicit all-RPT 25°C statement is independently checked in earlier 2022 release 7235858, while full 2024 protocol/metadata should govern analysis；Validate cell-letter mapping against 2024 experiment_metadata.xlsx before analysis; older 2022 mapping is not silently promoted
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結；來源連結

Oxford Battery Degradation Dataset 1 [oxford]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：oxford
化學體系：未記載／未核對
外型：Kokam pouch
標稱容量 Ah：0.74
電芯數：8
電芯計數定義：Cell1–Cell8 physical cells; 10 Parquet tables include example representations
條件數：未記載／未核對
重複樣本：未記載／未核對
老化溫度 °C：40
測試溫度 °C：40
實測溫度訊號：Measured T present; complete characterization has no measured per-point current
SoC 區間：
工況：Long-term drive cycling with characterization every 100 cycles; 1C 740 mA and pseudo-OCV 40 mA settings
訊號：time_s；source_time；voltage_v；capacity_ah；temperature_c；current_a in example only
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：parquet_tables: 10；timeseries_rows: 15268115；summary_rows: 0；derived_rows: 0；metadata_rows: 0
用途：reserved; not automatically validated
可研究問題：Capacity degradation and characterization/OCV evolution；SoH-method evaluation with declared cell-level split
不可直接推論：Complete variable current measured in full characterization；Multiple controlled aging-temperature groups；Direct LG M50 model calibration
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=oxford；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：Full MAT characterization t is MATLAB datenum; importer uses segment-relative seconds；Example i is mA; full characterization current stays null, not fabricated from 740/40 mA protocol；40°C setting is encoded in BatteryHub source metadata; direct primary Readme retrieval returned 403; chemistry remains unconfirmed；MATLAB 5.0 according to inspected repository import record; do not assume v7.3 based on third-party descriptions
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結

NASA Randomized Battery Usage / Random Walk [nasa_random_walk]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：nasa_random_walk
化學體系：未記載／未核對
外型：18650 cylindrical (source description)
標稱容量 Ah：未記載／未核對
電芯數：未記載／未核對
電芯計數定義：28 MATLAB cell records in 7 archives; independent physical-cell identities require archive-level reconciliation
條件數：7
重複樣本：Often four records per archive; not globally asserted as 28 independent cells
老化溫度 °C：room temperature；40°C for named skewed-current groups
測試溫度 °C：未記載／未核對
實測溫度訊號：Measured temperature per step; room-temperature setting is not assigned numeric 25°C
SoC 區間：
工況：Randomized charge/discharge or discharge; uniform/skewed distributions and variable-charge variants; periodic reference charge/discharge
訊號：time_s；source_time；relativeTime；voltage_v；current_a；temperature_c；step comment/type/date
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：parquet_tables: 28；timeseries_rows: 77700820；summary_rows: 0；derived_rows: 0；metadata_rows: 0
用途：reserved; not automatically validated
可研究問題：Dynamic-current SoC/SoH methods using reference-discharge capacity；Controlled archive-matched room/40°C comparisons after protocol and identity reconciliation
不可直接推論：All seven archives are the initial four-cell dataset；Every file/format is an independent cell；Direct LG M50 parameter truth；Unqualified global controlled-temperature effect across differing profiles
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=nasa_random_walk；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：28 MAT + 28 Rda; Rda is alternate representation, not separately imported；Current source convention already discharge-positive；Extreme T retained and flagged, not automatically removed；Reference capacity requires current-time integration and segment selection
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結

CALCE INR18650-20R OCV／動態工況 [calce_20r]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：calce_20r
化學體系：NMC / graphite
外型：INR18650-20R cylindrical
標稱容量 Ah：2
電芯數：未記載／未核對
電芯計數定義：Source Sample 1/2 and SP file identifiers require provenance reconciliation; 39 workbooks/92 tables are not cell count
條件數：未記載／未核對
重複樣本：未記載／未核對
老化溫度 °C：未記載／未核對
測試溫度 °C：0；25；45
實測溫度訊號：Some simple-format tables contain measured Temperature; other channel tables may lack it; do not fill missing T from setting
SoC 區間：dynamic initial SoC 50%；dynamic initial SoC 80%
工況：Low-current C/20 OCV and incremental-current OCV; DST, FUDS, US06, BJDST at 0/25/45°C
訊號：time_s；voltage_v；current_a；charge_capacity_ah；discharge_capacity_ah；cycle_index；step_index；temperature_c where recorded；raw energy fields
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：parquet_tables: 92；timeseries_rows: 2137669；summary_rows: 0；derived_rows: 0；metadata_rows: 185
用途：reserved; not automatically validated
可研究問題：OCV–SoC and dynamic SoC-estimator evaluation across test temperatures；Voltage-model validation after dedicated identification/validation split
不可直接推論：Long-term temperature-aging life comparison from short characterization；Exact independent SoC truth without defining reference integration and initial state；CALCE-wide chemistry applies to every family
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=calce_20r；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：27 ZIP; 39 OOXML workbooks (31 .xls extension, 8 .xlsx); separate worksheets；Current sign inverted to discharge-positive; simple mV/mA converted separately；Source offers public download and requests article citation; blanket redistribution license not confirmed
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結

CALCE PL SoC 窗口長期循環 [calce_soc_windows]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：calce_soc_windows
化學體系：LCO / graphite
外型：pouch
標稱容量 Ah：1.5
電芯數：16
電芯計數定義：16 named PL cells; two physical cells per 8 window/rate conditions
條件數：8
重複樣本：n=2 per condition
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
實測溫度訊號：No per-point temperature; no active cooling; self-heating can differ by rate
SoC 區間：0–100%；20–80%；0–60%；40–60%；40–100%
工況：0.5C charge; 0.5C or 2C discharge depending on group; rest and periodic full-capacity checks
訊號：time_s；source datetime；voltage_v；current_a；charge/discharge counters；cycle/step；Operation；Start Date
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：parquet_tables: 390；timeseries_rows: 40293652；summary_rows: 0；derived_rows: 0；metadata_rows: 26
用途：PL11/PL13/PL21/PL23 exploratory; other 12 inventoried only retain reserved purpose
可研究問題：Window/rate cycling comparisons with separate time, EFC and delivered-energy axes；Complete-discharge capacity retention; SoH methods after split design
不可直接推論：Temperature aging control experiment；Universal best charging window；Same elapsed days means matched EFC；Missing operations have zero capacity or zero throughput
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=calce_soc_windows；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：8 ZIP, 16 MATLAB table/MCOS files; 390 logical Parquet tables；Data Missing operations retained as metadata rows；Source windows can be recalibrated using periodic capacity; not identical to fixed fresh-capacity Imperial definitions
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結

TRI／MATR fast-charge cycle-life data [matr]

列別（子集不得重複加總）：imported_family
所屬資料：未記載／未核對
來源家族：matr
化學體系：未記載／未核對
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：124
電芯計數定義：124 cells is the published study count; not a reconciled count from 3 imported batches
條件數：未記載／未核對
重複樣本：未記載／未核對
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
實測溫度訊號：Per-file availability; missing measurements stay null
SoC 區間：
工況：Fast-charge policies cycled toward end of life; source batch continuation and exclusions must be applied
訊號：time_s；voltage_v；current_a；temperature_c；Qc/Qd；cycle summary capacity；internal resistance；temperature summary；charge time；Qdlin；Tdlin；dQdV；Vdlin coordinate
資料類型可用性：timeseries: true；summary: true；eis: false
文件盤點計數：parquet_tables: 420；timeseries_rows: 111868646；summary_rows: 114738；derived_rows: 114692000；metadata_rows: 0
用途：reserved; not automatically validated
可研究問題：Early-cycle lifetime prediction and fast-charge protocol comparisons；Cycle-level capacity/resistance/temperature feature research
不可直接推論：420 tables are independent cells；124 uniquely reconciled imported identities without batch processing；114,692,000 interpolated rows are measured time-series；Direct LG M50 voltage ground truth；Published model accuracy automatically reproduced
存取層級：documented_full_import_admin_source_selection_required
取得途徑：Local workbench /api/assets?source=matr；Local /api/assets/{asset_id}/rows；Local /api/assets/{asset_id}/export.csv；Local /api/assets/{asset_id}/download；Published membership API /api/v1/experiments only after administrator explicitly selects and publishes source
證據狀態：actual read-only disk/database inventory and asset sizes verified2026-10-03;not full baseline raw hash/row decoding or model validation
備註：3 MATLAB v7.3/HDF5 batches; raw minutes normalized to seconds and current sign inverted；Batch continuations not automatically joined and author exclusions not yet applied；Qdlin/Tdlin/dQdV and Vdlin stored separately from measured timeseries；Chemistry, nominal capacity and chamber setting left null until matching primary protocol is checked
disk_inventory_status：2026-10-03 actual existing database opened read-only;asset counts match documented inventory;not all baseline raw files rehashed
來源：來源連結；來源連結

Zhang／Tang LR2032 EIS 探索資料 [zhang2020_eis]

列別（子集不得重複加總）：separate_eis_dataset
所屬資料：未記載／未核對
來源家族：zhang2020_eis
化學體系：LCO / graphite
外型：Eunicell LR2032 coin cell
標稱容量 Ah：0.045
電芯數：8
電芯計數定義：Selected 25C01–25C08 physical cells; not count of full source archive
條件數：未記載／未核對
重複樣本：未記載／未核對
老化溫度 °C：未記載／未核對
測試溫度 °C：25
實測溫度訊號：Per-file availability; missing measurements stay null
SoC 區間：state V: fully charged then rested 15 min
工況：Source cycle 1; 5 mA EIS excitation; 60 frequencies approximately 0.01999–20004.453 Hz per cell
訊號：frequency_hz；z_real_ohm；z_imag_ohm
資料類型可用性：timeseries: false；summary: true；eis: true
文件盤點計數：spectra: 8；frequency_points_per_spectrum: 60；spectral_points: 480
用途：exploratory
可研究問題：Same-condition impedance spread and equivalent-circuit fitting；Demonstrate frequency-dependent consistency and sensitivity
不可直接推論：Factory-new cells from source cycle=1；Quality acceptance or manufacturing yield；Independent mechanism validation from lower fit RMSE；Kramers–Kronig validation has been performed；LR2032 thresholds apply to M50
存取層級：application_report_snapshot_separate_from_full_import_totals
取得途徑：Application impedance report and published standardized EIS CSV, subject to report access；Original publisher archive
證據狀態：repository_processed_snapshot_not_live_report_access_verified
備註：Excluded from seven-family 6,182-table totals；Current 8-cell report supersedes 4-cell historical study for current descriptive statistics; historical 240 points are overlapping, not additive；Source -Im(Z) converted to signed Im(Z); inductive points retained；Raw EIS ZIP documented MD5 matched; archive 26,957,676 bytes；Exact source chemistry/model only applies to selected LR2032 experiment
來源：來源連結

目前健康度頁：七顆 25°C M50T / 94 RPT [imperial_m50t_health_25c]

列別（子集不得重複加總）：application_subset
所屬資料：imperial_m50t
來源家族：imperial_m50t
化學體系：未記載／未核對
外型：21700 cylindrical; LG GBM50T2170
標稱容量 Ah：5
電芯數：7
電芯計數定義：Expt 2,2 C/D; Expt 3 D/E/F; Expt 5 D/E
條件數：3
重複樣本：2 / 3 / 2 cells by window; repeated RPT are within-cell observations
老化溫度 °C：25
測試溫度 °C：25
實測溫度訊號：Measured surface temperature is distinct from base-cooling setpoint; preserved in time series and source summaries
SoC 區間：70–85%；85–100%；0–100%
工況：C/10 about 0.5 A full diagnostic discharge to 2.5 V; same-cell RPT0 capacity baseline; 2 mV dQ/dV bins
訊號：time_s；voltage_v；current_a；temperature_c；capacity_ah；cycle_index；step_index；source raw fields；C/10 capacity；C/2 capacity；0.1s resistance；ageing cycles；ageing days；Ah throughput
資料類型可用性：timeseries: true；summary: true；eis: false
文件盤點計數：timeseries_rows: 2992991；complete_discharge_curves: 94
用途：exploratory
可研究問題：Same-cell capacity SoH and RPT0 comparison；Complete-discharge voltage/capacity and dQ/dV trend analysis at the selected 25°C groups
不可直接推論：Controlled multi-temperature aging comparison from this 25°C-only subset；Observed 80% lifetime when no selected cell reached it；Independent validation after using these exploratory cells；SEI model output reproduces M50T measurements
存取層級：application_report_snapshot_subset_not_full_database
取得途徑：GET /api/applications/health/{curve_id}.csv (snapshot dQ/dV)；Local GET /api/assets/{asset_id}/export.csv (full measurement; source disk required)
證據狀態：repository_snapshot_not_live_measurement_export_verified
備註：Subset of Imperial full import; never add these rows/cells to family total；Capacity SoH describes capacity under this protocol, not power/safety health；7 cells have not reached 80% in documented snapshots; extrapolated RUL is not observed lifetime；Physical SPM/SEI simulations are separate model results, not more experiments
來源：來源連結；來源連結

目前充電窗口頁：四顆 PL / 90 容量點 [calce_soc_windows_capacity_4cells]

列別（子集不得重複加總）：application_subset
所屬資料：calce_soc_windows
來源家族：calce_soc_windows
化學體系：LCO / graphite
外型：pouch
標稱容量 Ah：1.5
電芯數：4
電芯計數定義：PL11, PL13, PL21, PL23
條件數：2
重複樣本：n=2 per window
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
實測溫度訊號：No per-point temperature; no active cooling; self-heating can differ by rate
SoC 區間：0–100%；20–80%
工況：0.5C/0.5C; complete C/2 discharge capacity checks; 300-day interpolation is explicitly derived
訊號：time_s；source datetime；voltage_v；current_a；charge/discharge counters；cycle/step；Operation；Start Date
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：capacity_check_points: 90；source_parquet_tables: 102
用途：exploratory
可研究問題：Descriptive 0–100% versus 20–80% capacity-retention comparison at 0.5C/0.5C；Same-cell full-discharge capacity changes and explicit 300-day interpolation
不可直接推論：Comparison of 2C versus 0.5C from this four-cell subset；Controlled temperature-aging comparison；Causal matched-EFC benefit from matched elapsed days；Population confidence interval from two cells per group
存取層級：application_report_snapshot_subset_not_full_database
取得途徑：GET /api/applications (published report; membership/report access may apply)
證據狀態：repository_snapshot_not_live_measurement_export_verified
備註：Subset of CALCE SoC full import; 90 derived capacity points are not raw timeseries count；PL11/13 each 11 selected points; PL21/23 each 34；Different usage, downtime and throughput; matched day comparison is not causal same-EFC improvement；Missing operations preserved; no gap filling
來源：來源連結

目前 SoC 頁：三顆 Chen2020 / 5,157 樣本 [chen2020_soc_3cells]

列別（子集不得重複加總）：application_subset
所屬資料：chen2020
來源家族：chen2020
化學體系：未記載／未核對
外型：cylindrical LG M50
標稱容量 Ah：5
電芯數：3
電芯計數定義：cell02, cell03, cell04; three physical cells
條件數：未記載／未核對
重複樣本：3 cells following the published rate-characterization experiment; not aging replicates
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
實測溫度訊號：Cell surface and chamber temperatures recorded; no controlled multi-temperature aging comparison
SoC 區間：
工況：Selected measured V/I/T samples for physical SoC demonstration; no low-temperature measurements in current UI subset
訊號：time_s；voltage_v；current_a；temperature_cell_c；temperature_chamber_c；reported_capacity_ah；cycle_index；step_index；mode
資料類型可用性：timeseries: true；summary: false；eis: false
文件盤點計數：displayed_measurement_samples: 5157
用途：holdout retained; operational capacity-ratio SoC comparison already described without fitting
可研究問題：LG M50 terminal-voltage comparison under published rate tests；Check V/I/T response and operational capacity-ratio consistency
不可直接推論：Long-term aging, RUL or temperature-aging effect；Independent measured SoC truth；Same-plan model/data independence without checking parameter provenance
存取層級：application_report_snapshot_subset_not_full_database
取得途徑：GET /api/applications (published report; membership/report access may apply)
證據狀態：repository_snapshot_not_live_measurement_export_verified
備註：Subset of 18,929 Chen2020 measurement rows, not an additional experiment；Model inversion assumes homogeneous initial concentrations; no independent measured SoC truth
來源：來源連結

THI 六化學體系日曆老化 [thi]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：thi
化學體系：LCO / LFP / LMO / LTO / NCA / NMC
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：108
電芯計數定義：6 chemistry CSV × source cellID: 108 identities; repeated day observations are not cells
條件數：36
老化溫度 °C：50；60
測試溫度 °C：未記載／未核對
SoC 區間：20%；50%；100%
工況：calendar storage; original charge/discharge capacity at elapsed days
訊號：source_time (day)；charge_capacity_ah；discharge_capacity_ah
資料類型可用性：timeseries: false；summary: true；eis: false；metadata: false；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 108；timeseries_rows: 0；summary_rows: 478；derived_rows: 0；metadata_rows: 0
原檔下載校驗證據：files: 1；actual_bytes: 79545；manifest_sha256: e26acdb6736f23cb5191b4c34f1a03e2b5788e0fc99788b047b8848b7c64956b；versions: record 6685365
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：calendar aging by chemistry/storage temperature/SOC
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：CSV only; TAB/Excel alternate formats excluded；70°C mentioned in paper is absent from downloaded data
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結

Loughborough LG M50LT 日曆老化 [lboro]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：lboro
化學體系：未記載／未核對
外型：LG M50LT cylindrical
標稱容量 Ah：5
電芯數：28
電芯計數定義：28 source Cell folders; RPTs are repeated tests of these cells
條件數：14
老化溫度 °C：25；50
測試溫度 °C：未記載／未核對
SoC 區間：50% storage；100% storage
工況：periodic 25/50°C storage, 7 hot-time fractions; initial/final/RPT discharge and EIS
訊號：time_s；voltage_v；current_a；frequency_hz；z_real_ohm；z_imag_ohm
資料類型可用性：timeseries: true；summary: true；eis: true；metadata: true；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 4776；timeseries_rows: 16018240；summary_rows: 55641；derived_rows: 0；metadata_rows: 1418
原檔下載校驗證據：files: 1；actual_bytes: 220796951；manifest_sha256: b8240535169916c4c1e9c0212d19a808980dfc4eefe7f7a04381c476ee5d0679；versions: 1
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：periodic-temperature calendar aging；within-cell EIS and capacity evolution
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：Cells17/22 missing from publisher RPT analysis due tester faults; original folders retained；Repeated headers saved as metadata; time rollback defines segments；Coulomb counter raw; no automatic independent capacity or storage-temperature imputation；Publisher MATLAB code was read only; never executed
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結

KIT v2 HG2 老化結果集 [kit]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：kit
化學體系：未記載／未核對
外型：LG HG2 18650
標稱容量 Ah：3
電芯數：228
電芯計數定義：228 observed P001–P076 cells; 12 P000 IDs only cfg; 240 config IDs must not be called 240 measured cells
條件數：76
老化溫度 °C：0；10；25；40
測試溫度 °C：未記載／未核對
SoC 區間：calendar storage 10/50/90/100%; cycling/profile SOC roles stored in cfg
工況：v2 end-of-cycle results, compensated EIS, pulse summaries and configs
訊號：capacity_ah；frequency_hz；z_real_ohm；z_imag_ohm；temperature_c；source_time epoch seconds
資料類型可用性：timeseries: false；summary: true；eis: true；metadata: true；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 926；timeseries_rows: 0；summary_rows: 4940010；derived_rows: 0；metadata_rows: 242
原檔下載校驗證據：files: 1；actual_bytes: 333402624；manifest_sha256: 46d19649003d0c3f135789b3d9bbb8816e57b68509c8a68dfad1cad7f6d664f4；versions: result-data-v2
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：aging-condition EIS and capacity comparisons；pulse/DC resistance evolution
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結；來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：Explicit mOhm→Ohm compensated impedance conversion；22 identical empty/config members kept in raw archive, counted once in test import；Source epoch timestamp is not elapsed time; pulse seq_nr is order only；Raw logs authorized;partial ranges retained;official HTTP429 blocks remaining download;v2 results remain verified;raw logs are same228cells
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 22；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結；來源連結

LiBforSecUse EIS／容量／非線性頻譜 [libforsec]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：libforsec
化學體系：未記載／未核對
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：34
電芯計數定義：34 distinct source Cell_ID; source LCT/cell/cycle preserved
條件數：13
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
SoC 區間：source experiment-specific SOC/DOD; do not pool conditions
工況：5479 EIS experiments;5422 valid capacity linkage entries;986 NFRA experiments; native vector rows distinguished
訊號：frequency_hz；z_real_ohm；z_imag_ohm；cycle_index；deduplicated capacity_ah；raw NFRA harmonics
資料類型可用性：timeseries: false；summary: true；eis: true；metadata: true；derived: true；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 109；timeseries_rows: 0；summary_rows: 318107；derived_rows: 26586；metadata_rows: 5492
原檔下載校驗證據：files: 2；actual_bytes: 5822885；manifest_sha256: b344740419b35b307d8e813787148dcddf015061bde3eee3b12017e6725d25be；versions: V2
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：within-cell EIS versus capacity aging；multi-lab consistency with artifact exclusions
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：-1 capacity means missing, not negative capacity；955 unique LCT/cell/cycle/capacity RPT records; linked exps indices retained；lab5 inductance artifact;lab6 prior calendar aging；Lab-specific cycling and EIS temperature roles remain separate in condition metadata
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結

LG HG2 多溫動態測試 v2 [hg2]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：hg2
化學體系：未記載／未核對
外型：LG HG2 18650
標稱容量 Ah：3
電芯數：1
電芯計數定義：publisher single 3Ah cell, LG HG2 18650_SN62A4; files are tests, not cells
條件數：6
老化溫度 °C：未記載／未核對
測試溫度 °C：-20；-10；0；10；25；40
SoC 區間：
工況：OCV/capacity/HPPC and driving cycles across six temperatures; 206 MAT tests plus2 CSV-only test IDs
訊號：time_s；voltage_v；current_a；measured battery temperature_c；raw Ah/Wh counters
資料類型可用性：timeseries: true；summary: false；eis: false；metadata: false；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 208；timeseries_rows: 4954917；summary_rows: 0；derived_rows: 0；metadata_rows: 0
原檔下載校驗證據：files: 210；actual_bytes: 118034224；manifest_sha256: 6d65d62e854a7e998946508873d4bd3c1ed0a33844634b5a691c358a80ea63b7；versions: 2
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：SOC/model response across test temperatures；dynamic current and voltage comparisons
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：206 matching CSV formats excluded;562_Charge10/590_Charge10 have no MAT counterpart；n10/n20 names indicate negative nominal temperature；Current charge-positive→discharge-positive; resettable Ah is not independent capacity
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結

Panasonic 18650PF 多溫測試 [pf]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：pf
化學體系：未記載／未核對
外型：Panasonic PF18650
標稱容量 Ah：2.9
電芯數：1
電芯計數定義：publisher single2.9Ah cell; repeated charges/HPPC/EIS/drives are same physical cell
條件數：5
老化溫度 °C：未記載／未核對
測試溫度 °C：-20；-10；0；10；25
SoC 區間：HPPC100/95/90/80…30/25/20/15/10/5/0%
工況：C/20 charge/discharge;0.5/1/2/4/6C HPPC;EIS;9 drive cycles;temperature-rise and pause repeats
訊號：time_s；voltage_v；current_a；measured battery temperature_c；frequency_hz；raw EIS impedance with unresolved unit
資料類型可用性：timeseries: true；summary: true；eis: true；metadata: true；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 256；timeseries_rows: 8447123；summary_rows: 3101；derived_rows: 0；metadata_rows: 4
原檔下載校驗證據：files: 258；actual_bytes: 197524358；manifest_sha256: 0fe381eb96ac786ef0d79b1b35309f0ba81a56295690fe229f73f9d74ee68561；versions: 1
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：SOC/voltage under variable temperature and pauses；HPPC versus EIS characterization with unit review
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：Two publisher same-name pairs preserved using folder IDs;3 MAT duplicate measurements excluded；EIS [EIS] unit label unresolved: canonical impedance remains null；At0/-10/-20°C driving stops at80/70/60%DOD;25/10°C at2.5V;not identical discharge windows；Charging1C to4.2V/50mA atbattery>=12°C;lower ambient tests exclude regen；Single cell ages through sequence;no independent temperature-aging replicates
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 3；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結

IFE 64Ah 軟包表徵 [ife]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：ife
化學體系：未記載／未核對
外型：64Ah pouch
標稱容量 Ah：64
電芯數：145
電芯計數定義：statistical.csv145 distinct Lot IDs only; characterization/EIS relation to these cells remains unresolved, not added as extra cells
條件數：未記載／未核對
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
SoC 區間：
工況：initial C/20 statistical capacity/DC resistance;OCV/entropy/rates/DC/EIS and differential curves
訊號：capacity_ah；resistance_ohm；frequency_hz；z_real_ohm；z_imag_ohm；measured EIS mean temperature；raw curve axes
資料類型可用性：timeseries: false；summary: true；eis: true；metadata: false；derived: true；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 165；timeseries_rows: 0；summary_rows: 519；derived_rows: 298284；metadata_rows: 0
原檔下載校驗證據：files: 12；actual_bytes: 23122320；manifest_sha256: 3135261c7d99289320b8465dab6032582b95ea7f21a97d84a3ae6f18fb9b0d57；versions: record 17746533
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：population capacity/resistance spread；electrothermal characterization after identity alignment
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：EIS Current header reports V: no current inferred；Measured EIS temperature differs from nominal filename; header mean mapped separately；Wide curve Lot/header linkage retained, selected cell identity unresolved；Normalized capacity/SOC/voltage axes are not elapsed time
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
來源：來源連結

Stanford 動態老化原始與摘要 [stanford_dynamic]

列別（子集不得重複加總）：test_import_family
所屬資料：未記載／未核對
來源家族：stanford_dynamic
化學體系：未記載／未核對
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：92
電芯計數定義：92source cellIDs shared by92raw CSVs and92summary CSVs;not184cells
條件數：47
老化溫度 °C：35
測試溫度 °C：未記載／未核對
SoC 區間：protocol-specific storage/load windows; mapping preserved
工況：92cells47protocols;raw time/voltage/C-rate/normalizedcapacity and aging summaries;35°C aging setpoint
訊號：time_s；voltage_v；cycle_index；step_index；native current C-rate；native normalized capacity；hierarchical Full Step#
資料類型可用性：timeseries: true；summary: true；eis: false；metadata: false；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 184；timeseries_rows: 330464920；summary_rows: 159291；derived_rows: 0；metadata_rows: 0
原檔下載校驗證據：files: 187；actual_bytes: 17132620714；manifest_sha256: 5c242fbc9b3aff9c03914d7e1c5c2aad919c91ac356b59687a36371ad7e5bf76；versions: PURL record；td676xr4322-publication-raw
授權適用範圍：cc_by_attribution_required
平台完整資料可取用：false
用途：reserved isolated test import
可研究問題：capacity aging by dynamic versus constant load protocol
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：Capacity is normalized by nominal capacity;current uses C-rate;no invented Ah,A or SoH；synthetic describes designed load profiles, not fabricated measurements；One diagnostic routine uses twoCyc# and multiple charges/discharges;not two independent RPT；All187official files downloaded/checksummed;diagnostic_capacities.pkl retained without deserialization;README defines one diagnostic over twoCyc#
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY4.0
verified_import_scope：Complete92raw time-series and92aging summaries;full readback/hash/mapping/null/lineage/idempotence proof
來源：來源連結

Stanford 長期日曆原始與摘要（授權待確認） [stanford_calendar]

列別（子集不得重複加總）：quarantine_test_family
所屬資料：未記載／未核對
來源家族：stanford_calendar
化學體系：未記載／未核對
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：232
電芯計數定義：232 publication/summary cohortIDs;raw259IDs include27raw-onlyIDs not added to study physical-cell total
條件數：未記載／未核對
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
SoC 區間：
工況：259 raw diagnostic IDs and232 RPT summary IDs; source study232cells8types/up to13.7years;27raw-only IDs not added to study count
訊號：time_s；voltage_v；cycle_index；step_index；native Current (A) with unreviewed cycler polarity；native diagnostic Capacity (Ah) counter
資料類型可用性：timeseries: true；summary: true；eis: false；metadata: false；derived: false；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 491；timeseries_rows: 15305903；summary_rows: 9495；derived_rows: 0；metadata_rows: 0
原檔下載校驗證據：files: 2；actual_bytes: 850754705；manifest_sha256: 9d02e442b405d3de8ca464b628c4cdd6458588e7df3fe9e945ca907cc2cd9268；versions: 1
授權適用範圍：pending_permission
平台完整資料可取用：false
用途：quarantined research
可研究問題：long-horizon calendar-aging research after permission and unit review
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：Public OSF node has node_license=null; no commercial permission assumed；Both original ZIPs checksum-verified; raw259IDs include all232summaryIDs plus27raw-onlyIDs, not extra claimed study cells；Whole quarantine source rerun, every Parquet batch/hash/row identity/unit mapping/null and DuckDB totals verified；Current polarity across cyclers remains unreviewed: canonical current_a stays null;diagnostic Ah counters are not independent capacity RPT；Native summary unit/method mapping remains limited; no model or lifetime accuracy validation
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：node_license=null;pending rights confirmation
來源：來源連結

MATR /11 原始與metadata（僅非商用） [matr11]

列別（子集不得重複加總）：quarantine_test_family
所屬資料：未記載／未核對
來源家族：matr11
化學體系：未記載／未核對
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：未記載／未核對
電芯計數定義：244native header barcode IDs across262diagnostic measurement members;not whole359cell/207condition study;metadata412filename refs/214parameter tuples/213embedded headers are separate scopes
條件數：214
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
SoC 區間：
工況：145PreDiag/101PredictionDiagnostics/16xPredictionDiagnostics measurement-sized nativeMaccor files plus370small publisher payloads (numeric markers have unconfirmed meaning) and metadata/selection/half-cell curves;not whole study cycling archive
訊號：time_s；voltage_v；current_a；cycle_index；step_index；raw Amp-hr counter；barcode/member/CRC lineage；source selection metadata
資料類型可用性：timeseries: true；summary: false；eis: false；metadata: true；derived: true；safety: false；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 267；timeseries_rows: 693718023；summary_rows: 0；derived_rows: 2002；metadata_rows: 1629
原檔下載校驗證據：files: 2；actual_bytes: 192112566494；manifest_sha256: 5ddb5d9b8c158cb3fe6b4da2bdfd55119b0d852ed4a135bfd5be3a4d41891a35；versions: 11 RawData May2025；2025-04-17
授權適用範圍：noncommercial_only
平台完整資料可取用：false
用途：quarantined research
可研究問題：Noncommercial diagnostic current/voltage comparisons within native barcode IDs and procedures;metadata/selection audit;not whole-study cycling-life inference
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：CC BY-NC4.0 isolated noncommercial research;not a commercial platform collection；Metadata625 rows includes213 embedded headers;cycling_parameters372 rows;derived2002 points；Study359/207 and downloadedmetadata412/214 are different scopes；Whole intact archive SHA256 and every632member CRC verified;known first22byte publisher header anomaly allowed,original unchanged;no full expanded mirror；Official StructuredData.zip427,393,713,951bytes exceeds available disk and reserve/output budget;not downloaded;262diagnostic files do not equal359study cells or full cycling coverage；244unique native header barcode IDs in the262diagnostic members;procedures/parts are not additional physical cells;370small payloads retained as metadata without inferred measurements or capacity
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：CC BY-NC4.0
verified_import_scope：Complete published RawData.zip:262diagnostic measurement members and632member lineage rows;not the complete359cell cycling study;CC BY-NC quarantine only
來源：來源連結

NASA/NREL Battery Failure Databank Feb2024 [failure]

列別（子集不得重複加總）：safety_test_family
所屬資料：未記載／未核對
來源家族：failure
化學體系：未記載／未核對
外型：未記載／未核對
標稱容量 Ah：未記載／未核對
電芯數：未記載／未核對
電芯計數定義：365 unique Test-ID;destructive test identity, not general lifetime cell count
條件數：未記載／未核對
老化溫度 °C：未記載／未核對
測試溫度 °C：未記載／未核對
SoC 區間：
工況：destructive safety tests;Feb2024 revision2 workbook43 fields
訊號：source43 safety fields；Test-ID；license notices
資料類型可用性：timeseries: false；summary: false；eis: false；metadata: false；derived: false；safety: true；platform_full_data: false
候選／已下載／測試匯入驗證／網站已發布：candidate: true；downloaded: true；test_import_verified: true；website_published: false
獨立測試庫實查計數（不加到七家族）：parquet_tables: 1；timeseries_rows: 0；summary_rows: 0；derived_rows: 0；metadata_rows: 0；safety_test_rows: 365；source_columns: 43；blank_test_id_rows: 18
原檔下載校驗證據：files: 1；actual_bytes: 175052；manifest_sha256: c637959adbdd089b4b2230e8a448f382b1b53b8ac60b1cddecaf312552294311；versions: revision2-feb24
授權適用範圍：notice_required
平台完整資料可取用：false
用途：destructive safety research only
可研究問題：failure/safety test comparisons within destructive-test schema
不可直接推論：Not website publication or platform data access；Not independently validated model accuracy, causality or RUL
存取層級：isolated local testing;not published to platform
取得途徑：來源連結；來源連結
證據狀態：2026-10-03 isolated disk/database audit: original bytes/hash, full Parquet readback, mappings/nulls/row lineage and idempotence verified;scientific identity/units limitations below;no model verification or deployment
備註：365 unique Test-ID;18 blank-ID worksheet rows excluded from tests；Independent safety_failure schema;not SoC/RUL data；Preserve entire notice and DOE/NREL/ALLIANCE credit;no endorsement；Videos not downloaded and require separate rights review
deduplication：baseline: candidate DOI/version and raw SHA256 not matched to existing seven-source and LR2032/subset manifests; source-scoped experiment/cell identities retained；excluded_members: 0；manufacturer_model_is_not_experiment_identity: true
license：full NREL/ALLIANCE notice and DOE/NREL/ALLIANCE credit required;videos separate
來源：來源連結；來源連結

imperial_m50t:exp1:10c [imperial_m50t:exp1:10c]

試驗編號：1
SoC 區間：0–30%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：257
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：10
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp1:25c [imperial_m50t:exp1:25c]

試驗編號：1
SoC 區間：0–30%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：257
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：25
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp1:40c [imperial_m50t:exp1:40c]

試驗編號：1
SoC 區間：0–30%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：257
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：40
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp2_2:10c [imperial_m50t:exp2_2:10c]

試驗編號：2,2
SoC 區間：70–85%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：515
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：2
老化溫度 °C：10
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp2_2:25c [imperial_m50t:exp2_2:25c]

試驗編號：2,2
SoC 區間：70–85%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：515
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：2
老化溫度 °C：25
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp2_2:40c [imperial_m50t:exp2_2:40c]

試驗編號：2,2
SoC 區間：70–85%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：515
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：2
老化溫度 °C：40
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp3:10c [imperial_m50t:exp3:10c]

試驗編號：3
SoC 區間：85–100%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：515
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：10
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp3:25c [imperial_m50t:exp3:25c]

試驗編號：3
SoC 區間：85–100%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：515
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：25
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp3:40c [imperial_m50t:exp3:40c]

試驗編號：3
SoC 區間：85–100%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：515
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：40
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp4:10c [imperial_m50t:exp4:10c]

試驗編號：4
SoC 區間：0–100% drive-cycle
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：未記載／未核對
每老化組循環數：78
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：10
測試溫度 °C：25
工況：drive-cycle discharge
來源：來源連結

imperial_m50t:exp4:25c [imperial_m50t:exp4:25c]

試驗編號：4
SoC 區間：0–100% drive-cycle
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：未記載／未核對
每老化組循環數：78
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：2
老化溫度 °C：25
測試溫度 °C：25
工況：drive-cycle discharge
來源：來源連結

imperial_m50t:exp4:40c [imperial_m50t:exp4:40c]

試驗編號：4
SoC 區間：0–100% drive-cycle
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：未記載／未核對
每老化組循環數：78
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：40
測試溫度 °C：25
工況：drive-cycle discharge
來源：來源連結

imperial_m50t:exp5:10c [imperial_m50t:exp5:10c]

試驗編號：5
SoC 區間：0–100%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：78
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：10
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp5:25c [imperial_m50t:exp5:25c]

試驗編號：5
SoC 區間：0–100%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：78
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：2
老化溫度 °C：25
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

imperial_m50t:exp5:40c [imperial_m50t:exp5:40c]

試驗編號：5
SoC 區間：0–100%
電芯 ID：未記載／未核對
充電倍率 C：0.3
放電倍率 C：1
每老化組循環數：78
溫度對應證據：2024 publisher aging-group counts confirmed; per-cell letters must be verified against 2024 metadata; explicit all-RPT25 statement is from older 2022 release and current full protocol governs analysis
所屬資料：imperial_m50t
重複樣本：3
老化溫度 °C：40
測試溫度 °C：25
工況：constant-current discharge
來源：來源連結

calce_soc_windows:pl11_pl13 [calce_soc_windows:pl11_pl13]

SoC 區間：0–100%
電芯 ID：PL11；PL13
充電倍率 C：0.5
放電倍率 C：0.5
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl21_pl23 [calce_soc_windows:pl21_pl23]

SoC 區間：20–80%
電芯 ID：PL21；PL23
充電倍率 C：0.5
放電倍率 C：0.5
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl03_pl10 [calce_soc_windows:pl03_pl10]

SoC 區間：0–60%
電芯 ID：PL03；PL10
充電倍率 C：0.5
放電倍率 C：0.5
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl04_pl05 [calce_soc_windows:pl04_pl05]

SoC 區間：40–60%
電芯 ID：PL04；PL05
充電倍率 C：0.5
放電倍率 C：0.5
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl19_pl24 [calce_soc_windows:pl19_pl24]

SoC 區間：40–100%
電芯 ID：PL19；PL24
充電倍率 C：0.5
放電倍率 C：0.5
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl12_pl14 [calce_soc_windows:pl12_pl14]

SoC 區間：0–100%
電芯 ID：PL12；PL14
充電倍率 C：0.5
放電倍率 C：2
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl17_pl18 [calce_soc_windows:pl17_pl18]

SoC 區間：20–80%
電芯 ID：PL17；PL18
充電倍率 C：0.5
放電倍率 C：2
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

calce_soc_windows:pl09_pl25 [calce_soc_windows:pl09_pl25]

SoC 區間：40–60%
電芯 ID：PL09；PL25
充電倍率 C：0.5
放電倍率 C：2
所屬資料：calce_soc_windows
重複樣本：2
老化溫度 °C：25 ± 2°C ambient
測試溫度 °C：25 ± 2°C ambient
工況：long-term partial/full cycling with rests and capacity checks
來源：來源連結

下一步

先選定可比條件和需要的訊號，再進入對應分析。溫度老化比較須固定電芯型號、SoC 區間、工況與容量基準，避免混入不同條件。資料存在不表示模型已驗證，也不能直接量化使用者電池壽命。

MCP 查詢方式

使用 search 搜尋「電池資料總表」「溫度老化資料」「Imperial」「CALCE」「NASA」「EIS dataset」「pulse data」；取得文件 ID 後使用 fetch。也可用 recommend_workflow 描述要找的資料，再以 get_workflow 讀取本流程。六個工具皆唯讀，回傳目錄而非原始量測列。

限制

此目錄只包含已審閱、適合公開的資料集 metadata，不包含會員資料、私有儲存位置、signed URL 或憑證。目錄收錄範圍不等於完整或即時的伺服器庫存；目前公開資料及權限以網站為準。不同資料集的電芯数、試驗／條件數、時序列、摘要列、衍生列不可混加。
下載同版本結構化目錄