Predictive Maintenance

TRAINING DATA
# dataset_name count byDataset count bySensor sensor_type start_time end_time url
1 AHM 2,782 12,353 temperature, humidity, Pressure, Current, Voltage, Suhu, Kelembaban, T int F, TExh, TA Int C, T Int Man, tekanan 2024-11-18 09:08:38.220 2025-06-03 17:36:41.177 AHM.csv DEL
2 cool123 458 1,374 MQ2, MQ4, MQ6 2024-11-16 19:58:16.529 2025-05-21 08:56:24.364 cool123.csv DEL
3 cool123X 1,446 4,338 MQ2, MQ4, MQ6 2025-05-22 13:31:23.196 2026-02-24 10:31:14.094 cool123X.csv DEL
4 coolantcal 3,636 105,444 MQ2_1, MQ4_1, MQ6_1, MQ8_1, MQ135_1, MQ136_1, MQ137_1, MQ138_1, MQ2_2, MQ4_2, MQ6_2, MQ8_2, MQ135_2, MQ136_2, MQ137_2, MQ138_2, MQ2_3, MQ4_3, MQ6_3, MQ8_3, MQ135_3, MQ136_3, MQ137_3, MQ138_3, FD05D_1300, FD05D_1450, FD05D_1600, Temp, Hum 2024-11-28 09:18:13.264 2024-11-29 09:02:46.561 coolantcal.csv DEL
5 coolantreal 6,686 195,694 MQ2_1, MQ4_1, MQ6_1, MQ8_1, MQ135_1, MQ136_1, MQ137_1, MQ138_1, MQ2_2, MQ4_2, MQ6_2, MQ8_2, MQ135_2, MQ136_2, MQ137_2, MQ138_2, MQ2_3, MQ4_3, MQ6_3, MQ8_3, MQ135_3, MQ136_3, MQ137_3, MQ138_3, FD05D_1300, FD05D_1450, FD05D_1600, Temp, Hum, Label 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal.csv DEL
6 coolanttest 618 5,168 MQ2_1, MQ4_1, MQ6_1, MQ8_1, MQ135_1, MQ136_1, MQ137_1, MQ138_1, MQ2_2, MQ4_2, MQ6_2, MQ8_2, MQ135_2, MQ136_2, MQ137_2, MQ138_2, MQ2_3, MQ4_3, MQ6_3, MQ8_3, MQ135_3, MQ136_3, MQ137_3, MQ138_3, FD05D, Temp, Hum, FD05D_1300, FD05D_1450, FD05D_1600 2024-11-26 11:14:29.569 2024-11-28 13:53:44.050 coolanttest.csv DEL
7 dataset_name 1 1 type 2024-12-12 21:35:25.588 2024-12-12 21:35:25.588 dataset_name.csv DEL
8 galang 9,853 63,098 MQ2, MQ4, MQ6, ambient_temp, ambient_hum, ambient_press, B1 rtd, B1_temp, C1 rtd, C1_temp, B1_rtd, C1_rtd, esp_id, D_rtd_1, D_temp_1, D_rtd_2, D_temp_2, E_rtd_1, E_temp_1, E_rtd_2, E_temp_2, E_rtd_3, E_temp_3, F_rtd_1, F_temp_1, F_rtd_2, F_temp_2, F_rtd_3, F_temp_3, C_rtd_1, C_temp_1, B_rtd_1, B_temp_1, ambient_outside_temp, ambient_outside_hum 2024-11-20 10:57:54.535 2024-11-28 11:50:11.120 galang.csv DEL
9 iris 140 560 sepal.length, sepal.width, petal.length, petal.width 2024-11-13 09:32:55.697 2024-11-13 09:50:05.290 iris.csv DEL
10 musthov1 7 21 MQ2, MQ4, MQ6 2025-05-26 09:54:12.353 2025-05-26 09:54:19.836 musthov1.csv DEL
11 None 5,693 30,841 MQ4, MQ6, temperature, humidity, voltage, current, pressure, Suhu, Kelembaban, MQ2, A, B, C, D, E, device_id 2024-10-20 10:31:23.000 2025-05-21 08:49:03.958 None.csv DEL
12 outdoor 1,124 2,248 temperature, humidity 2024-11-11 08:20:17.681 2024-11-13 09:08:20.113 outdoor.csv DEL

SENSORS OF DATASET 'coolantreal'
# dataset_name type count start_time end_time url
1 coolantreal FD05D_1300 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_FD05D_1300.csv Del
2 coolantreal FD05D_1450 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_FD05D_1450.csv Del
3 coolantreal FD05D_1600 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_FD05D_1600.csv Del
4 coolantreal Hum 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_Hum.csv Del
5 coolantreal Label 2,186 2024-11-29 10:56:41.766 2024-11-29 14:15:25.113 coolantreal_Label.csv Del
6 coolantreal MQ135_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ135_1.csv Del
7 coolantreal MQ135_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ135_2.csv Del
8 coolantreal MQ135_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ135_3.csv Del
9 coolantreal MQ136_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ136_1.csv Del
10 coolantreal MQ136_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ136_2.csv Del
11 coolantreal MQ136_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ136_3.csv Del
12 coolantreal MQ137_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ137_1.csv Del
13 coolantreal MQ137_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ137_2.csv Del
14 coolantreal MQ137_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ137_3.csv Del
15 coolantreal MQ138_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ138_1.csv Del
16 coolantreal MQ138_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ138_2.csv Del
17 coolantreal MQ138_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ138_3.csv Del
18 coolantreal MQ2_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ2_1.csv Del
19 coolantreal MQ2_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ2_2.csv Del
20 coolantreal MQ2_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ2_3.csv Del
21 coolantreal MQ4_1 6,300 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ4_1.csv Del
22 coolantreal MQ4_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ4_2.csv Del
23 coolantreal MQ4_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ4_3.csv Del
24 coolantreal MQ6_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ6_1.csv Del
25 coolantreal MQ6_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ6_2.csv Del
26 coolantreal MQ6_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ6_3.csv Del
27 coolantreal MQ8_1 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ8_1.csv Del
28 coolantreal MQ8_2 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ8_2.csv Del
29 coolantreal MQ8_3 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_MQ8_3.csv Del
30 coolantreal Temp 6,686 2024-11-28 14:06:36.616 2024-11-29 14:15:25.113 coolantreal_Temp.csv Del