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timestamp
stringdate
2024-01-01 00:03:48
2024-12-30 23:55:28
plant_id
stringclasses
7 values
unit_id
stringclasses
42 values
rpm
float64
374
3.13k
shaft_temp_c
float64
20
112
bearing_temp_c
float64
16.3
92.2
vibration_mm_s
float64
0
6.84
alarm
bool
2 classes
2024-07-26 15:14:30
SHIRORO_HYDRO
SHIRORO_HYDRO-U1
488.9
51
42.1
2.24
false
2024-03-22 17:39:20
AFAM_GAS
AFAM_GAS-U2
3,020.2
76.3
73
2.29
false
2024-03-02 13:53:00
KAINJI_HYDRO
KAINJI_HYDRO-U3
518.9
47.6
36.2
3.28
false
2024-08-09 23:46:48
AFAM_GAS
AFAM_GAS-U4
3,010.3
81.1
80
3.52
false
2024-01-28 21:18:14
AZURA_EDO_GAS
AZURA_EDO_GAS-U5
2,964.5
79.1
71.6
3.08
false
2024-07-16 05:48:07
KAINJI_HYDRO
KAINJI_HYDRO-U6
478.2
52.3
40.5
2.02
false
2024-08-27 22:49:32
AZURA_EDO_GAS
AZURA_EDO_GAS-U1
2,988.8
83.9
62.2
2.05
false
2024-06-23 16:45:58
AFAM_GAS
AFAM_GAS-U2
2,945.7
83.2
73.1
1.64
false
2024-04-01 17:13:12
KAINJI_HYDRO
KAINJI_HYDRO-U3
509.7
37.9
39.2
2.34
false
2024-08-25 23:05:02
EGBIN_GAS
EGBIN_GAS-U4
2,963.6
81.7
63.9
3.06
false
2024-06-26 12:43:35
AZURA_EDO_GAS
AZURA_EDO_GAS-U5
3,001.4
92.2
62.7
3.78
false
2024-01-15 16:47:31
AZURA_EDO_GAS
AZURA_EDO_GAS-U6
2,997.6
87.4
69.1
4.19
false
2024-11-21 17:18:36
AFAM_GAS
AFAM_GAS-U1
3,041.6
91.4
71.3
0.7
false
2024-06-08 21:26:23
EGBIN_GAS
EGBIN_GAS-U2
3,016.7
84.8
69.3
3.19
false
2024-01-06 15:01:31
AFAM_GAS
AFAM_GAS-U3
3,035.8
86.6
67.7
2.1
false
2024-04-02 21:23:57
KAINJI_HYDRO
KAINJI_HYDRO-U4
511.1
51.6
42.7
3.21
false
2024-05-08 03:47:34
AFAM_GAS
AFAM_GAS-U5
2,986.5
77.6
74.7
3.35
false
2024-12-07 17:41:55
AFAM_GAS
AFAM_GAS-U6
2,945.2
80.7
75
3.76
false
2024-07-05 21:39:25
AFAM_GAS
AFAM_GAS-U1
2,980.8
98.5
77
3.66
false
2024-11-18 04:59:44
GEREGU_GAS
GEREGU_GAS-U2
2,996.2
76.7
74.1
4.4
false
2024-06-12 15:26:15
AZURA_EDO_GAS
AZURA_EDO_GAS-U3
3,027.4
78.5
75.7
2.2
false
2024-08-22 18:36:19
AZURA_EDO_GAS
AZURA_EDO_GAS-U4
2,934.1
86.9
56.4
2.9
false
2024-07-30 07:20:48
EGBIN_GAS
EGBIN_GAS-U5
3,030.4
91.2
83.6
3.4
false
2024-08-03 09:35:40
SHIRORO_HYDRO
SHIRORO_HYDRO-U6
470.5
48.7
43.4
2.28
false
2024-03-26 07:02:24
SHIRORO_HYDRO
SHIRORO_HYDRO-U1
447.5
42.8
36.5
2.44
false
2024-12-20 05:32:01
AZURA_EDO_GAS
AZURA_EDO_GAS-U2
2,994.4
89.5
73
4.08
false
2024-01-09 07:04:33
SHIRORO_HYDRO
SHIRORO_HYDRO-U3
484.2
50.4
31.3
2.82
false
2024-09-27 10:02:16
GEREGU_GAS
GEREGU_GAS-U4
2,952.5
79.7
75.2
1.94
false
2024-01-13 21:08:01
SHIRORO_HYDRO
SHIRORO_HYDRO-U5
543.2
55.3
42.7
2.53
false
2024-02-27 00:19:30
AFAM_GAS
AFAM_GAS-U6
2,970.5
80
69.6
1.91
false
2024-01-23 14:39:21
JEBBA_HYDRO
JEBBA_HYDRO-U1
497.3
40.3
43.1
1.15
false
2024-12-10 02:59:38
JEBBA_HYDRO
JEBBA_HYDRO-U2
514.5
50.7
35
4.12
false
2024-04-21 03:08:56
AFAM_GAS
AFAM_GAS-U3
3,046
89.1
62.5
3.04
false
2024-07-28 13:28:29
GEREGU_GAS
GEREGU_GAS-U4
2,951.7
82.3
63.7
2.94
false
2024-12-23 14:38:35
AZURA_EDO_GAS
AZURA_EDO_GAS-U5
2,977.6
87
74.6
2.17
false
2024-01-25 03:39:33
JEBBA_HYDRO
JEBBA_HYDRO-U6
516.2
42.5
38.9
2.53
false
2024-03-14 20:33:23
EGBIN_GAS
EGBIN_GAS-U1
2,977.5
81.6
74.5
3.74
false
2024-01-08 14:11:49
GEREGU_GAS
GEREGU_GAS-U2
2,998.9
90
74.9
3.38
false
2024-05-07 06:19:37
AZURA_EDO_GAS
AZURA_EDO_GAS-U3
2,936.8
84.5
76.3
3.08
false
2024-08-21 11:43:38
GEREGU_GAS
GEREGU_GAS-U4
2,996.9
82.9
71.4
2.47
false
2024-11-11 03:34:57
JEBBA_HYDRO
JEBBA_HYDRO-U5
525.3
44.4
40
3.23
false
2024-10-18 18:18:33
JEBBA_HYDRO
JEBBA_HYDRO-U6
536.6
44.1
42.2
2.55
false
2024-02-03 07:30:08
GEREGU_GAS
GEREGU_GAS-U1
2,963.9
85
72.7
3.12
false
2024-09-01 22:46:28
KAINJI_HYDRO
KAINJI_HYDRO-U2
497.3
43.4
33.9
2.68
false
2024-05-13 20:58:59
EGBIN_GAS
EGBIN_GAS-U3
3,047.4
83.6
69.8
4.05
false
2024-02-24 11:16:26
AZURA_EDO_GAS
AZURA_EDO_GAS-U4
3,003.4
86.5
64.2
3.53
false
2024-09-13 03:11:48
JEBBA_HYDRO
JEBBA_HYDRO-U5
541.3
44.6
45.2
3.67
false
2024-04-12 22:25:22
SHIRORO_HYDRO
SHIRORO_HYDRO-U6
418
53
33
3.19
false
2024-07-31 01:22:57
GEREGU_GAS
GEREGU_GAS-U1
3,013.5
83.6
68.2
2.46
false
2024-02-27 11:55:05
AFAM_GAS
AFAM_GAS-U2
2,985.8
82.3
66.4
2.71
false
2024-08-19 05:10:09
SHIRORO_HYDRO
SHIRORO_HYDRO-U3
503
43.8
41.5
2.06
false
2024-12-18 07:29:54
SHIRORO_HYDRO
SHIRORO_HYDRO-U4
505.4
49.8
47.8
1.66
false
2024-11-27 07:53:28
JEBBA_HYDRO
JEBBA_HYDRO-U5
522.5
46.6
30.2
2.23
false
2024-12-13 14:21:03
AZURA_EDO_GAS
AZURA_EDO_GAS-U6
2,970.1
88.1
77.3
3.93
false
2024-04-27 11:40:47
EGBIN_GAS
EGBIN_GAS-U1
3,007.2
93.2
71.9
3
false
2024-01-08 23:04:49
EGBIN_GAS
EGBIN_GAS-U2
2,954.5
80.7
68.2
2.11
false
2024-09-30 16:13:42
AFAM_GAS
AFAM_GAS-U3
2,970.4
82.1
75
3.21
false
2024-03-15 21:57:36
SHIRORO_HYDRO
SHIRORO_HYDRO-U4
507.9
42.8
37.7
2.77
false
2024-09-18 18:02:59
AFAM_GAS
AFAM_GAS-U5
2,977.7
86
69.3
2.53
false
2024-06-25 18:51:16
AZURA_EDO_GAS
AZURA_EDO_GAS-U6
3,004.7
84.8
71.3
1.95
false
2024-09-16 17:56:45
GEREGU_GAS
GEREGU_GAS-U1
2,969.8
79.9
65
3.9
false
2024-10-27 17:36:29
EGBIN_GAS
EGBIN_GAS-U2
2,973.4
86.9
73.3
4.03
false
2024-11-10 21:32:04
JEBBA_HYDRO
JEBBA_HYDRO-U3
492.6
41.4
40.7
4.35
false
2024-06-21 00:39:18
GEREGU_GAS
GEREGU_GAS-U4
2,990.8
90.2
74.6
1.74
false
2024-11-14 12:13:09
AFAM_GAS
AFAM_GAS-U5
3,032.6
89.1
62.1
3.63
false
2024-11-14 14:28:37
SHIRORO_HYDRO
SHIRORO_HYDRO-U6
536.2
45.3
41.3
3.42
false
2024-05-01 09:20:21
SHIRORO_HYDRO
SHIRORO_HYDRO-U1
509.4
39.8
34.1
2.12
false
2024-08-08 14:35:37
EGBIN_GAS
EGBIN_GAS-U2
2,977.9
88.6
63.6
2.03
false
2024-08-21 17:59:19
SHIRORO_HYDRO
SHIRORO_HYDRO-U3
473.5
52.2
48.2
3.18
false
2024-04-13 01:54:14
SHIRORO_HYDRO
SHIRORO_HYDRO-U4
523.2
48.8
35.3
2.19
false
2024-05-07 15:52:42
AFAM_GAS
AFAM_GAS-U5
3,013.4
85.6
59.5
1.92
false
2024-10-22 08:49:23
KAINJI_HYDRO
KAINJI_HYDRO-U6
497.6
36.2
42.8
3.33
false
2024-07-24 00:13:47
SHIRORO_HYDRO
SHIRORO_HYDRO-U1
536.7
38.1
38.6
3.49
false
2024-11-01 02:54:19
AZURA_EDO_GAS
AZURA_EDO_GAS-U2
2,972.4
85
66.4
2.73
false
2024-12-26 18:42:10
KAINJI_HYDRO
KAINJI_HYDRO-U3
461.3
44.8
47.4
3.78
false
2024-08-14 18:04:36
SHIRORO_HYDRO
SHIRORO_HYDRO-U4
479.7
43.9
34.4
3.64
false
2024-07-07 06:48:45
SHIRORO_HYDRO
SHIRORO_HYDRO-U5
505.6
51.1
39.7
2.16
false
2024-10-03 11:29:39
AFAM_GAS
AFAM_GAS-U6
3,020.6
77.2
68.7
3.75
false
2024-01-22 20:41:54
GEREGU_GAS
GEREGU_GAS-U1
2,978.9
68.1
64.5
4.39
false
2024-03-27 06:56:22
GEREGU_GAS
GEREGU_GAS-U2
2,986.9
77.3
67.1
3.96
false
2024-05-07 17:50:30
GEREGU_GAS
GEREGU_GAS-U3
2,983.4
77.8
78.5
2.81
false
2024-11-02 13:21:05
JEBBA_HYDRO
JEBBA_HYDRO-U4
521.2
35.5
46.7
2.91
false
2024-07-11 23:07:06
EGBIN_GAS
EGBIN_GAS-U5
3,045.4
91.8
69.8
2.92
false
2024-09-07 01:51:28
KAINJI_HYDRO
KAINJI_HYDRO-U6
500
62.3
44.3
4.03
false
2024-07-09 08:01:40
KAINJI_HYDRO
KAINJI_HYDRO-U1
522.9
33.8
33.7
4.16
false
2024-05-03 16:36:02
SHIRORO_HYDRO
SHIRORO_HYDRO-U2
506.4
41.2
42.9
2.99
false
2024-04-11 10:47:44
AZURA_EDO_GAS
AZURA_EDO_GAS-U3
3,067.4
81.5
67
3.08
false
2024-03-03 14:01:35
SHIRORO_HYDRO
SHIRORO_HYDRO-U4
533.6
45.6
43.7
2.73
false
2024-06-27 09:36:46
SHIRORO_HYDRO
SHIRORO_HYDRO-U5
497.9
44
38.1
3.63
false
2024-02-02 19:03:08
EGBIN_GAS
EGBIN_GAS-U6
2,987.3
91.5
62.1
0.86
false
2024-07-01 18:02:22
AFAM_GAS
AFAM_GAS-U1
3,081.3
77.8
74.5
2.96
false
2024-09-21 22:07:50
AZURA_EDO_GAS
AZURA_EDO_GAS-U2
3,028.8
99.2
71.1
3.54
false
2024-07-27 10:22:24
SHIRORO_HYDRO
SHIRORO_HYDRO-U3
490
48.8
33.5
4.11
false
2024-06-20 13:33:18
JEBBA_HYDRO
JEBBA_HYDRO-U4
502.9
39.3
39.4
2.72
false
2024-02-03 10:46:09
JEBBA_HYDRO
JEBBA_HYDRO-U5
540.2
36.1
35.8
3.44
false
2024-09-30 22:30:25
KAINJI_HYDRO
KAINJI_HYDRO-U6
485.3
45
42.7
2
false
2024-08-26 09:55:56
EGBIN_GAS
EGBIN_GAS-U1
3,011.1
75.4
63
2.93
false
2024-02-28 15:29:03
SHIRORO_HYDRO
SHIRORO_HYDRO-U2
474.7
39.7
35.3
2.85
false
2024-04-16 03:09:53
EGBIN_GAS
EGBIN_GAS-U3
2,991.9
85.1
73
4.49
false
2024-10-30 10:26:42
KAINJI_HYDRO
KAINJI_HYDRO-U4
490.3
52.5
38.5
1.9
false
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Turbine/Generator Sensors

Turbine/generator sensor logs (RPM, temperatures, vibration) with alarms per condition limits.

- **[category]** Power Generation
- **[rows]** ~200,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | timestamp | object | | plant_id | object | | unit_id | object | | rpm | float64 | | shaft_temp_c | float64 | | bearing_temp_c | float64 | | vibration_mm_s | float64 | | alarm | bool |

## Usage

```python
import pandas as pd
df = pd.read_parquet('data/nigerian_energy_and_utilities_turbine_generator_sensors/nigerian_energy_and_utilities_turbine_generator_sensors.parquet')
df.head()
```

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_turbine_generator_sensors')
ds
```

## Notes

- Data generated with Nigeria-specific parameters (DisCos, tariff bands, 50 Hz grid)
- Time-of-use shapes and seasonal/weather effects included where applicable
- Values are internally consistent (e.g., kWh ~ kW*h; voltage/current ~ power)
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Collection including electricsheepafrica/nigerian_energy_and_utilities_turbine_generator_sensors