aiBatteryLifeCycle / dataset.json
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added: dataset.json
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{
"dataset_name": "NASA PCoE Li-ion Battery Dataset (cleaned)",
"generated_from": "workspace scan of cleaned_dataset + codebase contracts",
"version": "1.1.0",
"paths": {
"metadata_csv": "cleaned_dataset/metadata.csv",
"data_dir": "cleaned_dataset/data"
},
"summary": {
"records_total": 7565,
"batteries_total": 34,
"cycle_types": {
"discharge": 2794,
"impedance": 1956,
"charge": 2815
},
"temperature_groups": {
"4": 2060,
"22": 249,
"24": 4658,
"43": 388,
"44": 210
},
"discharge_cycles": 2794,
"discharge_cycles_per_battery": {
"B0005": 168,
"B0006": 168,
"B0007": 168,
"B0018": 132,
"B0025": 28,
"B0026": 28,
"B0027": 28,
"B0028": 28,
"B0029": 40,
"B0030": 40,
"B0031": 40,
"B0032": 40,
"B0033": 197,
"B0034": 197,
"B0036": 197,
"B0038": 47,
"B0039": 47,
"B0040": 47,
"B0041": 67,
"B0042": 112,
"B0043": 112,
"B0044": 112,
"B0045": 72,
"B0046": 72,
"B0047": 72,
"B0048": 72,
"B0049": 25,
"B0050": 25,
"B0051": 25,
"B0052": 25,
"B0053": 56,
"B0054": 103,
"B0055": 102,
"B0056": 102
},
"data_files": 7565,
"data_files_total_bytes": 585150419
},
"validation": {
"checks": {
"capacity_range_0_3ah": {
"valid": 2769,
"invalid": 0
},
"re_range_0_1ohm": {
"valid": 1933,
"invalid": 14
},
"rct_range_0_5ohm": {
"valid": 1933,
"invalid": 14
},
"temp_range_0_60c": {
"valid": 7565,
"invalid": 0
}
}
},
"numeric_statistics": {
"Capacity_raw": {
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"max": 2.6401491157387014,
"mean": 1.3265432447649592,
"std": 0.4724313371452868,
"count": 2769
},
"Re_raw": {
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"max": 448.2291202648121,
"mean": -497649950026.0357,
"std": 21953076086038.68,
"count": 1947
},
"Rct_raw": {
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"max": 2055843366793053.5,
"mean": 1055903116079.7379,
"std": 46579571547534.945,
"count": 1947
},
"ambient_temperature": {
"min": 4.0,
"max": 44.0,
"mean": 20.0177131526768,
"std": 11.08218189901105,
"count": 7565
},
"Capacity_physical": {
"min": 0.0,
"max": 2.6401491157387014,
"mean": 1.3265432447649592,
"std": 0.4724313371452868,
"count": 2769
},
"Re_physical": {
"min": 0.027050163015499288,
"max": 0.17984122087960452,
"mean": 0.07590658365593496,
"std": 0.024155194352704037,
"count": 1933
},
"Rct_physical": {
"min": 0.03954262418162729,
"max": 0.29846384285496824,
"mean": 0.12183737875698691,
"std": 0.051735990907923704,
"count": 1933
}
},
"schema": {
"type": "string",
"start_time": "string",
"ambient_temperature": "float",
"battery_id": "string",
"test_id": "string",
"uid": "string",
"filename": "string",
"Capacity": "float",
"Re": "float",
"Rct": "float"
},
"feature_sets": {
"v1_v2_scalar_features": [
"cycle_number",
"ambient_temperature",
"peak_voltage",
"min_voltage",
"voltage_range",
"avg_current",
"avg_temp",
"temp_rise",
"cycle_duration",
"Re",
"Rct",
"delta_capacity"
],
"v3_engineered_features": [
"capacity_retention",
"cumulative_energy",
"dRe_dn",
"dRct_dn",
"soh_rolling_mean",
"voltage_slope"
]
},
"codebase_scan": {
"api": {
"py": 11,
"ts_tsx": 0,
"md": 0
},
"src": {
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"ts_tsx": 0,
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},
"scripts": {
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},
"frontend/src": {
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"ts_tsx": 13,
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},
"tests": {
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"md": 1
},
"docs": {
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}
}
}