Learn by Directing AI
All materials

scada-data-full.csv

csvscada-data-full.csv
turbine_id,farm_id,timestamp,power_output_kw,wind_speed_ms,rotor_rpm,nacelle_temp_c,pitch_angle,yaw_direction
DK01-T02,DK-01,2024-01-01T00:00:00,2244.2,14.6,15.2,30.3,8.0,226
DK01-T03,DK-01,2024-01-01T00:00:00,550.4,8.2,13.5,32.8,1.0,274
DK02-T03,DK-02,2024-01-01T00:00:00,522.4,8.0,10.0,31.8,1.4,311
DK04-T01,DK-04,2024-01-01T00:00:00,3000,12.5,8.5,34.4,0.1,112
DK04-T03,DK-04,2024-01-01T00:00:00,2605.0,11.5,9.8,46.5,0,106
DK01-T03,DK-01,2024-01-01T01:00:00,1379.8,10.5,14.3,,0,71
DK02-T04,DK-02,2024-01-01T01:00:00,702.4,8.5,15.3,18.8,2.8,107
SN-V110-2848,DE-01,2024-01-01T01:00:00,494.3,15.9,11.7,22.0,3.2,245
DK01-T02,DK-01,2024-01-01T02:00:00,707.3,8.7,8.4,44.2,1.2,65
DK01-T03,DK-01,2024-01-01T02:00:00,2300,13.3,12.2,27.2,4.1,172
DK02-T04,DK-02,2024-01-01T02:00:00,458.6,7.6,15.5,33.8,0.7,36
SN-V110-2848,DE-01,2024-01-01T02:00:00,532.8,15.9,13.9,39.2,2.2,143
SN-V90-1204,DE-02,2024-01-01T02:00:00,2000,28.3,11.6,32.7,6.5,88
DK01-T03,DK-01,2024-01-01T03:00:00,30.6,4.6,10.2,27.7,3.9,296
DK02-T01,DK-02,2024-01-01T03:00:00,0,3.0,0.0,32.0,4.1,310
DK04-T01,DK-04,2024-01-01T03:00:00,2052.5,10.7,10.9,26.6,0,330
SN-V90-1203,DE-02,2024-01-01T03:00:00,0,9.7,0.0,31.0,1.8,103
DK01-T02,DK-01,2024-01-01T04:00:00,2225.7,15.0,11.3,28.4,6.3,197
DK03-T01,DK-03,2024-01-01T04:00:00,2000,13.1,9.3,27.0,3.9,246
DK01-T01,DK-01,2024-01-01T05:00:00,1187.0,9.9,12.1,38.4,0.7,117
DK01-T03,DK-01,2024-01-01T05:00:00,282.3,7.0,10.5,25.3,1.1,82
DK02-T04,DK-02,2024-01-01T05:00:00,703.8,8.5,8.6,23.2,1.2,349
SN-V90-1204,DE-02,2024-01-01T05:00:00,1970.6,36.5,8.0,30.1,15.6,256
DK01-T01,DK-01,2024-01-01T06:00:00,2283.4,12.9,8.6,48.7,2.0,224
DK01-T04,DK-01,2024-01-01T06:00:00,462.0,7.7,14.3,28.5,1.3,337
DK02-T01,DK-02,2024-01-01T06:00:00,1959.8,11.2,15.3,43.5,0,133
DK04-T03,DK-04,2024-01-01T06:00:00,2891.8,13.4,14.4,26.9,4.8,194
SN-V90-1203,DE-02,2024-01-01T06:00:00,1447.9,21.5,11.1,28.0,0,174
DK04-T03,DK-04,2024-01-01T07:00:00,3000,16.9,10.9,45.5,12.2,76
DK01-T01,DK-01,2024-01-01T08:00:00,161.6,6.1,9.5,22.8,1.2,157
DK01-T03,DK-01,2024-01-01T08:00:00,0,1.8,0.0,28.8,0.5,342
DK02-T01,DK-02,2024-01-01T08:00:00,1334.8,10.2,11.8,40.9,0,68
DK02-T02,DK-02,2024-01-01T08:00:00,498.1,7.9,10.2,38.2,1.5,229
DK03-T03,DK-03,2024-01-01T08:00:00,1969.2,14.6,9.0,30.0,5.4,205
SN-V110-2848,DE-01,2024-01-01T08:00:00,2000,24.2,13.4,50.0,1.0,291
DK01-T01,DK-01,2024-01-01T09:00:00,0,3.0,0.0,34.6,2.7,212
DK02-T04,DK-02,2024-01-01T09:00:00,2300,12.8,13.6,45.5,2.1,37
DK03-T03,DK-03,2024-01-01T09:00:00,926.8,9.5,9.6,35.5,,61
SN-V90-1203,DE-02,2024-01-01T09:00:00,933.3,18.4,14.4,39.8,1.9,207
DK01-T02,DK-01,2024-01-01T10:00:00,1971.5,11.9,10.0,22.0,1.0,80
DK04-T02,DK-04,2024-01-01T10:00:00,1750.7,10.5,15.8,46.8,0,25
SN-V110-2847,DE-01,2024-01-01T10:00:00,30.0,9.0,9.3,16.2,1.6,240
DK03-T02,DK-03,2024-01-01T11:00:00,0,1.9,0.0,19.9,0,37
DK03-T03,DK-03,2024-01-01T11:00:00,1990.0,16.5,14.5,32.5,13.0,123
SN-V110-2849,DE-01,2024-01-01T11:00:00,808.0,17.8,15.5,19.6,2.7,161
SN-V90-1204,DE-02,2024-01-01T11:00:00,1085.3,19.4,12.9,29.1,2.4,332
DK01-T03,DK-01,2024-01-01T12:00:00,1383.4,10.2,9.8,47.3,0,76
DK03-T01,DK-03,2024-01-01T12:00:00,94.9,5.7,8.9,19.1,2.3,132
DK02-T01,DK-02,2024-01-01T13:00:00,2300,14.1,11.0,41.7,2.1,101
DK02-T03,DK-02,2024-01-01T13:00:00,403.9,7.3,11.8,40.9,3.5,49
DK03-T03,DK-03,2024-01-01T13:00:00,1619.6,11.3,15.2,20.6,0,187
SN-V110-2849,DE-01,2024-01-01T13:00:00,15.8,8.4,11.4,16.0,1.9,232
DK02-T02,DK-02,2024-01-01T14:00:00,1447.8,10.4,14.8,24.9,0,335
SN-V110-2847,DE-01,2024-01-01T14:00:00,80.2,10.6,14.2,30.8,2.8,96
SN-V110-2849,DE-01,2024-01-01T14:00:00,0.1,6.4,10.8,22.8,0.2,160
SN-V110-2848,DE-01,2024-01-01T15:00:00,81.1,10.7,12.3,25.8,2.9,200
SN-V90-1203,DE-02,2024-01-01T16:00:00,497.8,15.8,15.6,17.7,3.2,310
SN-V90-1204,DE-02,2024-01-01T16:00:00,1964.1,23.2,11.7,40.6,0.6,182
DK02-T01,DK-02,2024-01-01T17:00:00,2300,13.4,14.8,49.5,3.1,290
DK02-T04,DK-02,2024-01-01T17:00:00,2.7,3.5,10.7,21.5,0.8,88
SN-V90-1205,DE-02,2024-01-01T17:00:00,1976.9,32.8,13.2,42.0,11.3,222
DK01-T01,DK-01,2024-01-01T18:00:00,28.9,4.6,14.0,31.4,2.2,128
DK03-T03,DK-03,2024-01-01T18:00:00,1614.5,11.4,9.4,47.3,0.8,216
DK03-T03,DK-03,2024-01-01T19:00:00,235.9,6.8,13.1,29.5,2.6,12
SN-V110-2847,DE-01,2024-01-01T19:00:00,2000,24.9,10.2,46.9,2.3,2
SN-V110-2848,DE-01,2024-01-01T19:00:00,1508.4,21.4,9.5,21.4,0,55
SN-V90-1204,DE-02,2024-01-01T19:00:00,27.4,8.8,8.4,17.6,0.4,46
DK01-T01,DK-01,2024-01-01T20:00:00,91.7,5.4,8.5,16.6,2.5,231
DK01-T03,DK-01,2024-01-01T20:00:00,231.4,6.6,11.4,41.9,2.7,179
DK03-T03,DK-03,2024-01-01T20:00:00,1004.5,10.0,13.7,22.5,0,222
SN-V110-2848,DE-01,2024-01-01T20:00:00,1907.9,26.6,15.2,38.8,3.7,130
DK02-T04,DK-02,2024-01-01T21:00:00,368.1,7.2,14.0,34.4,1.2,60
SN-V90-1203,DE-02,2024-01-01T21:00:00,0,5.7,0.0,23.2,2.2,136
DK03-T01,DK-03,2024-01-01T22:00:00,2000,19.8,13.6,23.2,20.1,59
SN-V110-2848,DE-01,2024-01-01T22:00:00,237.4,13.4,13.2,39.0,0.6,335
SN-V90-1203,DE-02,2024-01-01T22:00:00,520.4,16.0,10.4,23.7,2.9,27
DK01-T04,DK-01,2024-01-01T23:00:00,2300,12.9,11.6,42.2,1.8,258
DK02-T02,DK-02,2024-01-01T23:00:00,2300,14.6,10.6,31.6,8.0,325
DK04-T03,DK-04,2024-01-01T23:00:00,137.0,5.5,13.4,42.8,3.5,187
SN-V90-1203,DE-02,2024-01-01T23:00:00,1891.0,24.0,11.7,44.6,0,162
SN-V90-1204,DE-02,2024-01-01T23:00:00,1983.4,24.6,10.3,24.5,1.5,9
SN-V90-1204,DE-02,2024-01-02T00:00:00,644.8,16.7,13.3,45.9,2.0,82
SN-V90-1205,DE-02,2024-01-02T01:00:00,1269.9,20.7,10.4,29.6,0,30
DK01-T01,DK-01,2024-01-02T02:00:00,1801.5,11.3,9.5,43.8,0,345
DK01-T02,DK-01,2024-01-02T02:00:00,388.6,7.5,15.2,40.6,1.0,114
DK03-T01,DK-03,2024-01-02T02:00:00,1238.6,10.5,12.6,45.2,0,246
DK03-T02,DK-03,2024-01-02T02:00:00,123.8,6.0,10.0,23.1,0.8,276
DK04-T02,DK-04,2024-01-02T02:00:00,1191.0,9.1,10.4,34.3,0.5,11
DK04-T03,DK-04,2024-01-02T02:00:00,1940.3,10.6,9.2,29.8,0,258
DK02-T01,DK-02,2024-01-02T03:00:00,2300,16.4,9.9,48.6,11.8,180
DK03-T03,DK-03,2024-01-02T03:00:00,1995.3,12.5,9.6,35.5,1.8,136
DK04-T01,DK-04,2024-01-02T03:00:00,618.3,7.8,9.1,43.1,1.5,335
DK04-T02,DK-04,2024-01-02T03:00:00,2464.2,11.2,12.7,45.3,0,344
DK01-T01,DK-01,2024-01-02T04:00:00,0,1.5,0.0,29.6,1.8,108
DK02-T03,DK-02,2024-01-02T04:00:00,0,7.3,0.0,37.0,1.8,121
DK03-T02,DK-03,2024-01-02T04:00:00,1986.2,12.9,9.5,42.5,1.6,55
DK03-T03,DK-03,2024-01-02T04:00:00,183.2,6.5,14.8,33.0,1.1,150
SN-V110-2847,DE-01,2024-01-02T04:00:00,1792.1,22.8,12.0,37.7,1.6,122
DK01-T04,DK-01,2024-01-02T05:00:00,2202.8,17.1,12.5,32.7,13.7,70
Showing first 100 lines of 932 KB file. Download full file in the materials ZIP.