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battery_id
int64
0
79
cycle_number
int64
0
393
initial_capacity_Ah
float64
1.85
2.15
current_capacity_Ah
float64
1.67
2.16
SoH
float64
0.89
1
avg_discharge_voltage_V
float64
3.65
3.74
charge_capacity_Ah
float64
1.66
2.17
avg_temperature_C
float64
22
28.7
internal_resistance_Ohm
float64
0.01
0.03
charge_time_ratio
float64
0.93
1.1
voltage_drop_V
float64
0.07
0.18
coulombic_efficiency
float64
0.99
1
cycle_number_norm
float64
0
0.98
charge_rate_C
float64
0.5
2
discharge_rate_C
float64
0.5
2
knee_point_cycle
int64
200
393
base_temperature_C
float64
23.1
27.9
0
100
1.9624
1.9208
0.978798
3.7005
1.9291
25.7
0.02349
1.0269
0.1121
0.99719
0.25
1.5
1.5
388
25.23
0
101
1.9624
1.9144
0.975544
3.6873
1.8948
25.22
0.02165
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0.1103
0.99736
0.2525
1.5
1.5
388
25.23
0
102
1.9624
1.9202
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1.9337
24.48
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1.0324
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0.255
1.5
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388
25.23
0
103
1.9624
1.918
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3.6927
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25.69
0.02374
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1.5
388
25.23
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104
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388
25.23
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105
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388
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388
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388
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388
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388
25.23
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110
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1.5
388
25.23
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111
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1.5
388
25.23
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112
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1.5
388
25.23
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1.5
388
25.23
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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1.5
388
25.23
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388
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388
25.23
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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388
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1.5
388
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388
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388
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388
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388
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388
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388
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1.5
388
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388
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388
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388
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1.5
1.5
388
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388
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388
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388
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388
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1.5
388
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388
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388
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388
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388
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388
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388
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0.02521
1.066
0.1248
0.99734
0.47
1.5
1.5
388
25.23
0
189
1.9624
1.8757
0.95585
3.6947
1.887
25.6
0.02168
1.0377
0.1114
0.99712
0.4725
1.5
1.5
388
25.23
0
190
1.9624
1.8789
0.957482
3.6747
1.8722
25.56
0.0226
0.9953
0.1171
0.99597
0.475
1.5
1.5
388
25.23
0
191
1.9624
1.8755
0.955751
3.6842
1.8935
25.39
0.02146
1.0069
0.1197
0.99723
0.4775
1.5
1.5
388
25.23
0
192
1.9624
1.8827
0.95941
3.6844
1.8796
25.37
0.02389
0.9838
0.1248
0.99637
0.48
1.5
1.5
388
25.23
0
193
1.9624
1.8724
0.954173
3.6813
1.8494
25.48
0.0227
1.0022
0.1165
0.99577
0.4825
1.5
1.5
388
25.23
0
194
1.9624
1.8731
0.954489
3.6952
1.8643
25.2
0.02184
1.0591
0.1282
0.99615
0.485
1.5
1.5
388
25.23
0
195
1.9624
1.8702
0.953048
3.6721
1.8774
25.87
0.0254
1.0288
0.1176
0.99576
0.4875
1.5
1.5
388
25.23
0
196
1.9624
1.8612
0.948462
3.6565
1.8682
25.35
0.0241
1.044
0.1268
0.99712
0.49
1.5
1.5
388
25.23
0
197
1.9624
1.8654
0.950601
3.6817
1.8727
25.33
0.02153
1.0145
0.1336
0.99632
0.4925
1.5
1.5
388
25.23
0
198
1.9624
1.8669
0.95137
3.6879
1.8785
25.3
0.02069
1.0049
0.1348
0.99906
0.495
1.5
1.5
388
25.23
0
199
1.9624
1.8602
0.947948
3.6734
1.8585
25.42
0.02388
0.9978
0.1154
0.9971
0.4975
1.5
1.5
388
25.23