In [1]:
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
In [4]:
datosdia4 = pd.read_csv('BMSlog_2014-11-17_09-10-57.csv',low_memory=False)
In [7]:
datosdia4.head(100)
Out[7]:
Log time
Min mV
Max mV
Min �C
Max �C
Pack mV
Pack mA
SOC(Ah)
SOC(%)
BAL(Ah)
...
12414_V6
12414_V7
12418_V0
12418_V1
12418_V2
12418_V3
12418_V4
12418_V5
12418_V6
12418_V7
0
09:11:01
N01:C04@3939
N03:C06@3996
N05@19.6
N02@22.3
151034
-5450
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
1
09:11:02
N01:C00@3638
N01:C01@4318
N05@19.4
N02@22.3
151034
-5450
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
2
09:11:03
N01:C04@3938
N03:C06@3996
N05@19.4
N02@22.5
151018
-5450
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
3
09:11:04
N01:C04@3939
N03:C06@3996
N05@19.4
N02@22.5
151034
-5447
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
4
09:11:05
N01:C04@3939
N03:C06@3996
N05@19.6
N02@22.5
151034
-5449
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
5
09:11:06
N01:C04@3939
N03:C06@3996
N05@19.6
N02@22.3
151050
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3985
3987
-32768
-32768
-32768
6
09:11:07
N01:C04@3939
N03:C06@3996
N05@19.6
N02@22.3
151066
-5447
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
7
09:11:08
N01:C04@3939
N03:C06@3997
N05@19.6
N02@22.3
151018
-5456
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
8
09:11:09
N01:C04@3939
N03:C06@3997
N03@19.8
N02@22.3
151018
-5452
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3985
3984
3987
-32768
-32768
-32768
9
09:11:10
N01:C04@3939
N03:C06@3997
N03@19.7
N02@22.3
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3985
3987
-32768
-32768
-32768
10
09:11:11
N01:C04@3938
N03:C06@3997
N03@19.6
N02@22.3
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
11
09:11:12
N01:C04@3938
N03:C06@3996
N03@19.6
N02@22.3
151034
-5450
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3986
-32768
-32768
-32768
12
09:11:13
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.3
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3986
-32768
-32768
-32768
13
09:11:14
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.3
151034
-5454
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
14
09:11:15
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.5
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
15
09:11:16
N01:C04@3938
N03:C06@3995
N05@19.6
N02@22.5
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
16
09:11:17
N01:C04@3938
N03:C06@3995
N05@19.6
N02@22.3
151034
-5449
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
17
09:11:18
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.3
151018
-5454
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
18
09:11:19
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.3
151034
-5450
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
19
09:11:20
N01:C04@3938
N03:C06@3996
N05@19.4
N02@22.3
151034
-5452
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
20
09:11:21
N01:C04@3938
N03:C06@3996
N05@19.4
N02@22.3
151018
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
21
09:11:22
N01:C04@3938
N03:C06@3996
N05@19.4
N02@22.3
151034
-5452
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
22
09:11:23
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.3
151018
-5451
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
23
09:11:24
N01:C04@3938
N03:C06@3996
N05@19.6
N02@22.3
151018
-5452
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
24
09:11:25
N01:C04@3939
N03:C06@3997
N05@19.6
N02@22.1
151034
-5456
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3988
-32768
-32768
-32768
25
09:11:26
N01:C04@3939
N03:C06@3997
N05@19.6
N02@22.4
151034
-5453
0.02
97.7
0.00
...
-32768
-32768
3980
3983
3985
3985
3987
-32768
-32768
-32768
26
09:11:27
N01:C04@3940
N03:C06@3996
N05@19.7
N02@22.3
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3981
3982
3985
3985
3988
-32768
-32768
-32768
27
09:11:28
N01:C04@3939
N03:C06@3996
N03@19.8
N02@22.6
151034
-5449
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
28
09:11:29
N01:C04@3940
N03:C06@3997
N03@19.8
N02@22.4
151034
-5453
0.02
97.7
0.00
...
-32768
-32768
3981
3983
3985
3985
3988
-32768
-32768
-32768
29
09:11:30
N01:C04@3939
N03:C06@3993
N03@19.6
N02@22.4
151050
-5450
0.02
97.7
0.00
...
-32768
-32768
3981
3983
3985
3985
3988
-32768
-32768
-32768
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
70
09:12:12
N01:C04@3943
N03:C06@4002
N05@19.5
N02@22.4
151050
-5454
0.02
97.7
0.00
...
-32768
-32768
3984
3986
3988
3988
3991
-32768
-32768
-32768
71
09:12:13
N01:C04@3944
N03:C06@4002
N05@19.5
N02@22.4
151066
-5455
0.00
100.0
0.00
...
-32768
-32768
3985
3987
3989
3990
3992
-32768
-32768
-32768
72
09:12:14
N01:C04@3941
N03:C06@3999
N05@19.5
N02@22.4
151034
-5454
0.00
100.0
0.00
...
-32768
-32768
3983
3985
3987
3988
3990
-32768
-32768
-32768
73
09:12:15
N01:C04@3941
N03:C06@3998
N05@19.7
N02@22.4
151034
-5456
0.02
97.7
0.00
...
-32768
-32768
3982
3984
3986
3986
3989
-32768
-32768
-32768
74
09:12:16
N01:C04@3940
N03:C06@3997
N05@19.7
N02@22.4
151034
-5458
0.02
97.7
0.00
...
-32768
-32768
3982
3984
3986
3986
3989
-32768
-32768
-32768
75
09:12:17
N01:C04@3939
N03:C06@3998
N05@19.7
N02@22.4
151034
-5455
0.02
97.7
0.00
...
-32768
-32768
3982
3983
3985
3985
3988
-32768
-32768
-32768
76
09:12:18
N01:C04@3938
N03:C06@3995
N05@19.7
N02@22.4
151034
-5461
0.02
97.7
0.00
...
-32768
-32768
3981
3982
3985
3985
3987
-32768
-32768
-32768
77
09:12:19
N01:C04@3935
N03:C06@3993
N05@19.7
N02@22.4
151034
-5463
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3982
3984
-32768
-32768
-32768
78
09:12:20
N01:C04@3937
N03:C06@4002
N03@19.9
N02@22.4
151034
-5462
0.00
100.0
0.00
...
-32768
-32768
3978
3979
3981
3981
3984
-32768
-32768
-32768
79
09:12:21
N01:C04@3939
N03:C06@3996
N03@19.9
N02@22.4
151066
-5463
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3985
3988
-32768
-32768
-32768
80
09:12:22
N01:C04@3938
N03:C06@3996
N05@19.7
N02@22.6
151034
-5465
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
81
09:12:23
N01:C04@3936
N03:C06@3993
N05@19.7
N02@22.6
151034
-5462
0.02
97.7
0.00
...
-32768
-32768
3980
3981
3982
3982
3985
-32768
-32768
-32768
82
09:12:24
N01:C04@3935
N03:C06@3993
N05@19.7
N02@22.4
151034
-5457
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3981
3982
3984
-32768
-32768
-32768
83
09:12:25
N01:C04@3938
N03:C06@3996
N05@19.7
N02@22.4
151034
-5453
0.02
97.7
0.00
...
-32768
-32768
3978
3978
3979
3982
3987
-32768
-32768
-32768
84
09:12:26
N01:C04@3938
N03:C06@3996
N05@19.7
N02@22.4
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3976
3977
3984
3984
3987
-32768
-32768
-32768
85
09:12:27
N01:C04@3938
N03:C06@3996
N05@19.7
N02@22.4
151034
-5454
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3984
3987
-32768
-32768
-32768
86
09:12:28
N01:C04@3938
N03:C06@3996
N03@19.6
N02@22.4
151034
-5447
0.02
97.7
0.00
...
-32768
-32768
3980
3982
3984
3985
3988
-32768
-32768
-32768
87
09:12:29
N01:C04@3940
N03:C06@3997
N03@19.7
N02@22.4
151034
-5450
0.02
97.7
0.00
...
-32768
-32768
3982
3983
3985
3986
3988
-32768
-32768
-32768
88
09:12:30
N01:C04@3939
N03:C06@3997
N03@19.7
N02@22.4
151018
-5450
0.02
97.7
0.00
...
-32768
-32768
3982
3983
3985
3985
3988
-32768
-32768
-32768
89
09:12:31
N01:C04@3939
N03:C06@3997
N05@19.5
N02@22.4
151034
-5449
0.02
97.7
0.00
...
-32768
-32768
3982
3983
3985
3985
3988
-32768
-32768
-32768
90
09:12:32
N01:C04@3936
N03:C06@3994
N05@19.5
N02@22.2
151034
-5454
0.02
97.7
0.00
...
-32768
-32768
3980
3981
3983
3983
3985
-32768
-32768
-32768
91
09:12:33
N01:C04@3936
N03:C06@3994
N05@19.7
N02@22.4
151066
-5445
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3983
3985
-32768
-32768
-32768
92
09:12:34
N01:C04@3936
N03:C06@3994
N05@19.7
N02@22.4
151034
-5450
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3982
3985
-32768
-32768
-32768
93
09:12:35
N01:C04@3936
N03:C06@3994
N05@19.7
N02@22.4
151018
-5454
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3983
3985
-32768
-32768
-32768
94
09:12:36
N01:C04@3936
N03:C06@3994
N05@19.7
N02@22.4
151018
-5448
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3982
3985
-32768
-32768
-32768
95
09:12:37
N01:C04@3936
N03:C06@3994
N05@19.7
N02@22.4
151050
-5449
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3982
3985
-32768
-32768
-32768
96
09:12:38
N01:C04@3937
N03:C06@3995
N05@19.7
N02@22.4
151018
-5448
0.02
97.7
0.00
...
-32768
-32768
3979
3981
3983
3983
3986
-32768
-32768
-32768
97
09:12:39
N01:C04@3937
N03:C06@3995
N03@19.9
N02@22.5
151018
-5449
0.02
97.7
0.00
...
-32768
-32768
3979
3981
3982
3983
3986
-32768
-32768
-32768
98
09:12:40
N01:C04@3936
N03:C06@3994
N05@19.7
N02@22.4
151050
-5454
0.02
97.7
0.00
...
-32768
-32768
3979
3980
3982
3983
3985
-32768
-32768
-32768
99
09:12:41
N01:C04@3936
N03:C06@3995
N05@19.7
N02@22.5
151034
-5451
0.02
97.7
0.00
...
-32768
-32768
3979
3981
3983
3983
3985
-32768
-32768
-32768
100 rows × 75 columns
In [ ]:
Content source: ereodeereigeo/dataTritiumWS22
Similar notebooks: