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scada-sample.csv

csvscada-sample.csv
turbine_id,farm_id,timestamp,power_output_kw,wind_speed_ms,rotor_rpm,nacelle_temp_c,pitch_angle,yaw_direction
DK01-T03,DK-01,2024-01-07T00:00:00,2317.0,15.0,11.7,40.2,7.8,179
DK01-T07,DK-01,2024-01-07T00:00:00,2339.8,15.5,11.7,37.8,7.5,73
DK02-T01,DK-02,2024-01-07T00:00:00,2300.7,14.2,13.5,35.5,5.0,164
DK02-T12,DK-02,2024-01-07T00:00:00,162.7,6.1,10.0,29.1,1.0,303
SN-V110-2847,DE-01,2024-01-07T00:00:00,28.9,9.2,9.0,33.1,3.7,152
DK01-T03,DK-01,2024-01-07T04:00:00,0,4.8,0.0,28.0,0.6,196
DK01-T07,DK-01,2024-01-07T04:00:00,0,2.0,0.0,15.5,2.7,292
DK02-T01,DK-02,2024-01-07T04:00:00,1758.2,11.0,12.2,21.6,0,87
DK02-T12,DK-02,2024-01-07T04:00:00,219.5,6.6,13.8,42.5,1.6,85
SN-V110-2847,DE-01,2024-01-07T04:00:00,665.4,17.1,11.6,37.6,2.0,189
DK01-T03,DK-01,2024-01-07T08:00:00,2273.8,14.6,14.8,44.5,6.8,135
DK01-T07,DK-01,2024-01-07T08:00:00,1062.7,9.6,14.1,20.7,1.0,44
DK02-T01,DK-02,2024-01-07T08:00:00,818.8,8.9,14.6,26.1,1.5,185
DK02-T12,DK-02,2024-01-07T08:00:00,2224.2,12.9,15.1,45.1,1.9,333
SN-V110-2847,DE-01,2024-01-07T08:00:00,1972.7,25.3,11.5,20.2,3.0,256
DK01-T03,DK-01,2024-01-07T12:00:00,2331.2,13.0,14.2,38.0,1.1,135
DK01-T07,DK-01,2024-01-07T12:00:00,1476.7,10.5,12.0,33.9,0,83
DK02-T01,DK-02,2024-01-07T12:00:00,49.1,4.9,9.0,39.5,2.1,251
DK02-T12,DK-02,2024-01-07T12:00:00,338.2,7.2,8.4,18.9,1.2,288
SN-V110-2847,DE-01,2024-01-07T12:00:00,5.7,7.5,13.3,42.2,1.3,243
DK01-T03,DK-01,2024-01-07T16:00:00,0,8.8,0.0,16.8,3.8,106
DK01-T07,DK-01,2024-01-07T16:00:00,845.7,9.0,8.8,19.4,3.2,26
DK02-T01,DK-02,2024-01-07T16:00:00,2282.8,14.9,12.7,39.9,7.2,286
DK02-T12,DK-02,2024-01-07T16:00:00,3.8,3.7,8.1,36.9,0.9,237
SN-V110-2847,DE-01,2024-01-07T16:00:00,118.1,11.6,11.3,40.4,0.5,254
DK01-T03,DK-01,2024-01-07T20:00:00,178.9,6.3,14.8,32.9,1.9,335
DK01-T07,DK-01,2024-01-07T20:00:00,889.4,9.3,9.6,36.6,2.6,200
DK02-T01,DK-02,2024-01-07T20:00:00,2395.7,13.1,10.7,38.4,3.1,349
DK02-T12,DK-02,2024-01-07T20:00:00,172.2,6.1,14.5,22.7,2.4,137
SN-V110-2847,DE-01,2024-01-07T20:00:00,968.5,19.7,8.5,29.6,0,38
DK01-T03,DK-01,2024-01-08T00:00:00,581.7,8.2,14.3,43.2,1.4,252
DK01-T07,DK-01,2024-01-08T00:00:00,2261.6,15.5,10.9,46.5,8.4,153
DK02-T01,DK-02,2024-01-08T00:00:00,1295.0,10.0,10.2,32.7,0,358
DK02-T12,DK-02,2024-01-08T00:00:00,2246.7,15.9,12.9,34.4,9.5,28
SN-V110-2847,DE-01,2024-01-08T00:00:00,1096.9,19.8,12.7,34.3,0,197
DK01-T03,DK-01,2024-01-08T04:00:00,2346.4,13.3,8.4,37.8,1.8,132
DK01-T07,DK-01,2024-01-08T04:00:00,0,11.9,0.0,36.7,1.0,21
DK02-T01,DK-02,2024-01-08T04:00:00,1171.2,10.0,13.6,30.0,2.6,310
DK02-T12,DK-02,2024-01-08T04:00:00,0,4.0,0.0,15.1,2.0,350
SN-V110-2847,DE-01,2024-01-08T04:00:00,0,4.5,0.0,29.0,2.4,107
DK01-T03,DK-01,2024-01-08T08:00:00,1896.8,11.1,12.4,22.5,0,343
DK01-T07,DK-01,2024-01-08T08:00:00,2236.9,11.9,10.4,30.6,2.2,110
DK02-T01,DK-02,2024-01-08T08:00:00,2246.4,12.0,12.9,21.7,0,297
DK02-T12,DK-02,2024-01-08T08:00:00,556.7,8.1,11.5,42.5,2.5,268
SN-V110-2847,DE-01,2024-01-08T08:00:00,1987.0,24.9,15.1,25.8,1.6,297
DK01-T03,DK-01,2024-01-08T12:00:00,1028.9,9.2,12.8,19.7,2.7,46
DK01-T07,DK-01,2024-01-08T12:00:00,2346.7,13.1,10.2,29.5,1.6,78
DK02-T01,DK-02,2024-01-08T12:00:00,1434.7,10.4,14.0,38.1,0,282
DK02-T12,DK-02,2024-01-08T12:00:00,43.1,4.8,10.9,30.0,0,264
SN-V110-2847,DE-01,2024-01-08T12:00:00,1993.4,27.6,9.3,37.5,5.3,131
DK01-T03,DK-01,2024-01-08T16:00:00,2335.1,14.1,14.5,23.3,4.1,14
DK01-T07,DK-01,2024-01-08T16:00:00,2271.0,14.7,10.3,23.2,7.8,128
DK02-T01,DK-02,2024-01-08T16:00:00,562.6,8.3,9.4,23.2,2.2,274
DK02-T12,DK-02,2024-01-08T16:00:00,706.3,8.8,13.4,39.6,1.0,110
SN-V110-2847,DE-01,2024-01-08T16:00:00,1290.8,20.8,10.0,30.8,0,104
DK01-T03,DK-01,2024-01-08T20:00:00,0,8.1,0.0,42.1,2.5,264
DK01-T07,DK-01,2024-01-08T20:00:00,2276.1,17.3,11.5,25.2,12.4,93
DK02-T01,DK-02,2024-01-08T20:00:00,0,7.2,0.0,15.5,1.8,282
DK02-T12,DK-02,2024-01-08T20:00:00,67.0,5.2,8.5,17.3,2.1,358
SN-V110-2847,DE-01,2024-01-08T20:00:00,0,2.4,0.0,26.3,1.6,279
DK01-T03,DK-01,2024-01-09T00:00:00,796.4,8.7,10.7,38.2,0.8,179
DK01-T07,DK-01,2024-01-09T00:00:00,0.8,3.4,10.3,38.9,2.5,222
DK02-T01,DK-02,2024-01-09T00:00:00,0,2.6,0.0,35.5,1.9,44
DK02-T12,DK-02,2024-01-09T00:00:00,0,0,0.0,35.0,1.5,264
SN-V110-2847,DE-01,2024-01-09T00:00:00,1993.4,27.0,10.0,24.7,5.8,98
DK01-T03,DK-01,2024-01-09T04:00:00,2272.5,14.8,14.9,31.5,6.8,74
DK01-T07,DK-01,2024-01-09T04:00:00,36.5,4.7,11.9,22.8,2.9,139
DK02-T01,DK-02,2024-01-09T04:00:00,157.5,6.1,9.8,40.4,3.6,234
DK02-T12,DK-02,2024-01-09T04:00:00,2318.2,14.2,8.7,28.0,6.8,50
SN-V110-2847,DE-01,2024-01-09T04:00:00,945.6,19.0,12.4,38.4,3.1,306
DK01-T03,DK-01,2024-01-09T08:00:00,336.6,7.3,12.6,23.5,2.9,210
DK01-T07,DK-01,2024-01-09T08:00:00,0,2.8,0.0,42.8,3.7,61
DK02-T01,DK-02,2024-01-09T08:00:00,2289.4,12.1,14.2,21.4,0.1,119
DK02-T12,DK-02,2024-01-09T08:00:00,23.2,4.4,10.7,26.6,2.5,280
SN-V110-2847,DE-01,2024-01-09T08:00:00,632.9,16.8,12.7,33.1,1.6,238
DK01-T03,DK-01,2024-01-09T12:00:00,2278.6,12.0,9.5,25.3,0.8,346
DK01-T07,DK-01,2024-01-09T12:00:00,1126.7,9.9,10.6,33.0,3.1,184
DK02-T01,DK-02,2024-01-09T12:00:00,1855.8,11.0,10.5,36.5,0,180
DK02-T12,DK-02,2024-01-09T12:00:00,2020.5,11.6,9.6,48.6,0,267
SN-V110-2847,DE-01,2024-01-09T12:00:00,79.4,10.7,14.1,30.9,0.9,197
DK01-T03,DK-01,2024-01-09T16:00:00,1.4,3.5,9.5,21.5,1.8,138
DK01-T07,DK-01,2024-01-09T16:00:00,2270.9,13.6,13.1,36.6,3.5,3
DK02-T01,DK-02,2024-01-09T16:00:00,2304.4,12.2,12.1,41.5,0,329
DK02-T12,DK-02,2024-01-09T16:00:00,14.7,4.2,8.2,42.3,2.5,352
SN-V110-2847,DE-01,2024-01-09T16:00:00,2022.3,24.1,14.9,24.9,0.4,52
DK01-T03,DK-01,2024-01-09T20:00:00,2199.5,11.8,8.5,20.6,0,183
DK01-T07,DK-01,2024-01-09T20:00:00,2311.4,15.1,13.7,23.9,7.4,356
DK02-T01,DK-02,2024-01-09T20:00:00,2321.9,19.7,10.8,34.5,19.8,156
DK02-T12,DK-02,2024-01-09T20:00:00,1124.7,9.8,13.7,44.6,1.6,111
SN-V110-2847,DE-01,2024-01-09T20:00:00,287.9,13.7,10.9,27.1,2.3,41
DK01-T03,DK-01,2024-01-10T00:00:00,422.9,7.4,12.6,23.8,0.1,47
DK01-T07,DK-01,2024-01-10T00:00:00,0,2.7,0.0,34.6,2.5,10
DK02-T01,DK-02,2024-01-10T00:00:00,0,4.0,0.0,18.9,1.0,157
DK02-T12,DK-02,2024-01-10T00:00:00,31.8,4.6,11.8,31.8,2.5,244
SN-V110-2847,DE-01,2024-01-10T00:00:00,84.3,10.7,12.6,31.8,4.1,78
DK01-T03,DK-01,2024-01-10T04:00:00,0,9.2,0.0,36.0,1.4,45
DK01-T07,DK-01,2024-01-10T04:00:00,1162.3,10.0,11.5,32.6,2.6,137
DK02-T01,DK-02,2024-01-10T04:00:00,0,2.4,0.0,26.5,2.0,230
DK02-T12,DK-02,2024-01-10T04:00:00,455.0,7.8,14.0,43.7,1.8,7
SN-V110-2847,DE-01,2024-01-10T04:00:00,1192.9,20.2,10.2,42.3,0,43
DK01-T03,DK-01,2024-01-10T08:00:00,309.9,7.1,8.1,27.0,1.6,48
DK01-T07,DK-01,2024-01-10T08:00:00,1086.5,9.7,14.6,28.1,1.5,356
DK02-T01,DK-02,2024-01-10T08:00:00,474.8,7.7,13.9,16.6,1.8,320
DK02-T12,DK-02,2024-01-10T08:00:00,18.3,4.3,12.4,28.8,2.1,151
SN-V110-2847,DE-01,2024-01-10T08:00:00,1059.6,19.1,12.2,40.9,1.7,32
DK01-T03,DK-01,2024-01-10T12:00:00,2113.6,11.7,8.4,27.6,0,251
DK01-T07,DK-01,2024-01-10T12:00:00,152.4,6.0,8.6,43.1,0.6,55
DK02-T01,DK-02,2024-01-10T12:00:00,6.2,3.8,15.8,25.4,2.0,199
DK02-T12,DK-02,2024-01-10T12:00:00,99.0,5.6,10.8,41.8,3.5,37
SN-V110-2847,DE-01,2024-01-10T12:00:00,250.6,13.6,10.4,17.7,3.7,325
DK01-T03,DK-01,2024-01-10T16:00:00,612.8,8.2,13.6,20.6,2.3,171
DK01-T07,DK-01,2024-01-10T16:00:00,79.4,5.3,11.2,34.0,2.8,164
DK02-T01,DK-02,2024-01-10T16:00:00,1319.2,10.0,10.5,20.3,0,11
DK02-T12,DK-02,2024-01-10T16:00:00,292.8,6.9,13.9,38.4,1.8,128
SN-V110-2847,DE-01,2024-01-10T16:00:00,523.9,15.7,10.0,44.0,1.9,160
DK01-T03,DK-01,2024-01-10T20:00:00,2284.6,15.4,10.4,34.4,9.9,159
DK01-T07,DK-01,2024-01-10T20:00:00,57.5,5.2,14.4,43.7,2.9,301
DK02-T01,DK-02,2024-01-10T20:00:00,554.6,8.1,15.7,36.8,2.5,274
DK02-T12,DK-02,2024-01-10T20:00:00,806.1,8.9,10.9,39.7,2.7,102
SN-V110-2847,DE-01,2024-01-10T20:00:00,1677.2,21.6,13.1,22.9,0,328
DK01-T03,DK-01,2024-01-11T00:00:00,2259.7,14.7,14.8,38.2,6.5,206
DK01-T07,DK-01,2024-01-11T00:00:00,678.0,8.3,15.2,43.4,2.2,121
DK02-T01,DK-02,2024-01-11T00:00:00,0,7.6,0.0,15.4,1.2,51
DK02-T12,DK-02,2024-01-11T00:00:00,2298.5,15.2,13.1,25.0,9.0,110
SN-V110-2847,DE-01,2024-01-11T00:00:00,448.7,15.6,10.2,38.9,3.5,222
DK01-T03,DK-01,2024-01-11T04:00:00,17.0,4.2,14.6,33.2,1.4,9
DK01-T07,DK-01,2024-01-11T04:00:00,451.2,7.9,13.1,27.4,3.1,87
DK02-T01,DK-02,2024-01-11T04:00:00,121.4,5.7,15.4,40.4,0.7,344
DK02-T12,DK-02,2024-01-11T04:00:00,148.3,6.0,10.0,19.0,2.0,291
SN-V110-2847,DE-01,2024-01-11T04:00:00,19.9,8.6,12.7,29.3,2.6,338
DK01-T03,DK-01,2024-01-11T08:00:00,2359.7,15.4,15.2,46.9,8.9,219
DK01-T07,DK-01,2024-01-11T08:00:00,235.3,6.7,10.6,34.4,1.5,115
DK02-T01,DK-02,2024-01-11T08:00:00,65.6,5.2,14.7,41.1,0.9,192
DK02-T12,DK-02,2024-01-11T08:00:00,18.6,4.3,8.2,44.1,2.0,121
SN-V110-2847,DE-01,2024-01-11T08:00:00,1888.9,25.0,13.8,44.3,1.6,159
DK01-T03,DK-01,2024-01-11T12:00:00,2264.8,20.5,11.9,33.8,21.2,107
DK01-T07,DK-01,2024-01-11T12:00:00,369.9,7.3,8.9,30.3,1.5,11
DK02-T01,DK-02,2024-01-11T12:00:00,0,0,0.0,25.2,0.9,357
DK02-T12,DK-02,2024-01-11T12:00:00,51.7,5.0,15.5,43.2,0.7,140
SN-V110-2847,DE-01,2024-01-11T12:00:00,139.1,12.1,12.3,16.4,1.3,20
DK01-T03,DK-01,2024-01-11T16:00:00,250.2,6.6,9.1,39.7,1.4,281
DK01-T07,DK-01,2024-01-11T16:00:00,2301.6,12.4,12.7,21.2,1.2,205
DK02-T01,DK-02,2024-01-11T16:00:00,3.0,3.6,8.1,32.3,2.3,44
DK02-T12,DK-02,2024-01-11T16:00:00,853.8,9.2,8.7,42.8,1.3,237
SN-V110-2847,DE-01,2024-01-11T16:00:00,1994.9,25.4,11.3,46.2,2.8,259
DK01-T03,DK-01,2024-01-11T20:00:00,2184.4,12.0,14.4,26.8,0.2,166
DK01-T07,DK-01,2024-01-11T20:00:00,1297.9,10.2,14.7,25.0,0,250
DK02-T01,DK-02,2024-01-11T20:00:00,50.7,4.9,13.0,39.1,2.6,296
DK02-T12,DK-02,2024-01-11T20:00:00,218.7,6.4,8.7,19.7,3.4,93
SN-V110-2847,DE-01,2024-01-11T20:00:00,1994.8,29.8,10.2,47.5,9.2,118
DK01-T03,DK-01,2024-01-12T00:00:00,0,0,0.0,32.8,4.3,189
DK01-T07,DK-01,2024-01-12T00:00:00,1184.1,10.0,15.9,25.0,0,287
DK02-T01,DK-02,2024-01-12T00:00:00,2309.8,14.0,10.3,25.5,4.0,31
DK02-T12,DK-02,2024-01-12T00:00:00,1994.5,11.3,11.0,27.9,0,136
SN-V110-2847,DE-01,2024-01-12T00:00:00,481.7,15.6,15.0,29.6,0.7,349
DK01-T03,DK-01,2024-01-12T04:00:00,1962.5,11.4,14.3,25.7,0,211
DK01-T07,DK-01,2024-01-12T04:00:00,1413.4,10.6,10.6,45.1,0,301
DK02-T01,DK-02,2024-01-12T04:00:00,726.2,8.6,15.1,32.6,1.0,58
DK02-T12,DK-02,2024-01-12T04:00:00,141.2,6.0,11.5,21.1,1.1,27
SN-V110-2847,DE-01,2024-01-12T04:00:00,0,18.8,0.0,15.1,3.5,25
DK01-T03,DK-01,2024-01-12T08:00:00,2329.9,17.5,12.0,47.5,13.3,67
DK01-T07,DK-01,2024-01-12T08:00:00,1.1,3.4,11.0,43.4,1.3,156
DK02-T01,DK-02,2024-01-12T08:00:00,1504.5,10.8,8.8,43.4,0,82
DK02-T12,DK-02,2024-01-12T08:00:00,54.8,5.0,13.0,35.6,1.4,103
SN-V110-2847,DE-01,2024-01-12T08:00:00,0,4.2,0.0,32.8,1.6,131
DK01-T03,DK-01,2024-01-12T12:00:00,830.2,8.8,12.1,20.8,2.4,272
DK01-T07,DK-01,2024-01-12T12:00:00,194.5,6.2,11.3,32.5,3.6,219
DK02-T01,DK-02,2024-01-12T12:00:00,2251.4,19.7,15.4,28.8,18.2,39
DK02-T12,DK-02,2024-01-12T12:00:00,831.3,9.0,10.6,25.6,2.6,209
SN-V110-2847,DE-01,2024-01-12T12:00:00,1976.1,25.5,15.7,27.3,1.3,207
DK01-T03,DK-01,2024-01-12T16:00:00,157.2,6.0,11.1,26.6,3.3,158
DK01-T07,DK-01,2024-01-12T16:00:00,0,13.0,0.0,17.8,2.3,288
DK02-T01,DK-02,2024-01-12T16:00:00,1442.1,10.6,10.4,28.5,0,302
DK02-T12,DK-02,2024-01-12T16:00:00,147.4,6.0,12.0,32.7,0.7,164
SN-V110-2847,DE-01,2024-01-12T16:00:00,2073.1,28.4,13.3,39.3,6.7,51
DK01-T03,DK-01,2024-01-12T20:00:00,32.8,4.6,8.9,35.3,0.2,103
DK01-T07,DK-01,2024-01-12T20:00:00,2295.5,13.1,12.1,22.6,1.1,126
DK02-T01,DK-02,2024-01-12T20:00:00,2006.0,11.6,12.4,29.6,0,290
DK02-T12,DK-02,2024-01-12T20:00:00,298.8,7.0,8.5,23.1,1.6,99
SN-V110-2847,DE-01,2024-01-12T20:00:00,21.5,8.6,15.3,25.6,0.9,65
DK01-T03,DK-01,2024-01-13T00:00:00,1089.5,9.6,13.4,33.7,3.5,172
DK01-T07,DK-01,2024-01-13T00:00:00,814.9,9.0,8.1,26.6,1.5,63
DK02-T01,DK-02,2024-01-13T00:00:00,1674.2,10.8,15.9,34.7,0,348
DK02-T12,DK-02,2024-01-13T00:00:00,1162.5,9.9,14.5,35.2,1.1,269
SN-V110-2847,DE-01,2024-01-13T00:00:00,43.2,9.6,9.6,26.8,2.5,8
DK01-T03,DK-01,2024-01-13T04:00:00,2286.7,12.6,10.6,21.3,2.9,66
DK01-T07,DK-01,2024-01-13T04:00:00,2360.1,13.1,14.7,32.5,3.9,318
DK02-T01,DK-02,2024-01-13T04:00:00,0,14.4,0.0,20.9,6.9,301
DK02-T12,DK-02,2024-01-13T04:00:00,72.9,5.3,15.1,20.7,4.2,178
SN-V110-2847,DE-01,2024-01-13T04:00:00,2000.0,29.6,13.2,20.8,6.4,78
DK01-T03,DK-01,2024-01-13T08:00:00,15.4,4.2,11.3,16.8,3.9,228
DK01-T07,DK-01,2024-01-13T08:00:00,187.3,6.4,11.6,19.6,2.6,314
DK02-T01,DK-02,2024-01-13T08:00:00,2303.5,12.8,8.7,26.4,1.9,301
DK02-T12,DK-02,2024-01-13T08:00:00,2005.9,11.7,12.2,39.1,0,235
SN-V110-2847,DE-01,2024-01-13T08:00:00,988.4,19.0,14.7,37.5,2.3,85
DK01-T03,DK-01,2024-01-13T12:00:00,2348.8,16.3,12.9,27.4,10.9,40
DK01-T07,DK-01,2024-01-13T12:00:00,338.4,7.3,10.9,45.5,1.6,304
DK02-T01,DK-02,2024-01-13T12:00:00,494.4,7.9,15.0,29.4,0,69
DK02-T12,DK-02,2024-01-13T12:00:00,38.9,4.8,15.0,18.9,2.3,202
SN-V110-2847,DE-01,2024-01-13T12:00:00,244.9,13.4,15.9,30.7,2.3,190
DK01-T03,DK-01,2024-01-13T16:00:00,543.5,7.9,13.3,40.4,2.9,236
DK01-T07,DK-01,2024-01-13T16:00:00,190.2,6.3,15.5,26.2,2.8,166
DK02-T01,DK-02,2024-01-13T16:00:00,1174.0,9.8,14.1,19.9,1.3,73
DK02-T12,DK-02,2024-01-13T16:00:00,1246.3,9.8,13.7,37.0,4.6,61
SN-V110-2847,DE-01,2024-01-13T16:00:00,1904.2,22.8,11.7,26.5,0.4,343
DK01-T03,DK-01,2024-01-13T20:00:00,1066.5,9.5,14.3,36.1,1.2,147
DK01-T07,DK-01,2024-01-13T20:00:00,2293.8,12.6,12.5,40.4,1.5,198
DK02-T01,DK-02,2024-01-13T20:00:00,26.5,4.5,8.7,17.6,2.5,124
DK02-T12,DK-02,2024-01-13T20:00:00,1616.2,10.8,9.5,25.2,0,124
SN-V110-2847,DE-01,2024-01-13T20:00:00,636.9,16.5,10.6,41.0,0.2,79