Scadaplayer

Un truc much en vanilla TS pour visualiser les données issues d'une éolienne.

Les données sont issus de l'éolienne R80711 (une Senvion MM82 de puissance nominale 2.05MW) du parc éolien La Haute Borne de Engie et concerne la journée du 1 janvier 2013.

Le dataset était initialement disponible en opendata là https://opendata-renewables.engie.com, mais le site est maintenant mort :(

Metadata: { "farm": "La Haute Borne (Engie)", "turbine": "R80711", "turbine_model": "Senvion MM82", "nominal_power": 2050 }

Scada: timestamp,wind_speed,wind_direction,air_temperature,nacelle_direction,active_power,pitch_angle 2013-01-01 00:00:00+00:00,9.4799995,174.13,5.8000002,177.89999,1303.77,-0.99000001 2013-01-01 00:10:00+00:00,9.2399998,173.53,5.77,177.89999,1276.15,-1.0 2013-01-01 00:20:00+00:00,9.1899996,172.52,5.79,177.89999,1286.34,-0.99000001 2013-01-01 00:30:00+00:00,8.46,170.12,5.79,177.89999,1081.1,-1.0 2013-01-01 00:40:00+00:00,8.4899998,171.89999,5.79,177.89999,1062.01,-1.0 2013-01-01 00:50:00+00:00,8.8999996,170.88,5.8000002,177.89999,1194.16,-1.0 2013-01-01 01:00:00+00:00,9.0600004,173.81,5.71,177.89999,1199.26,-1.0 2013-01-01 01:10:00+00:00,9.4300003,178.39999,5.7399998,177.89999,1223.95,-0.99000001 2013-01-01 01:20:00+00:00,9.6599998,179.89999,5.8299999,177.89999,1289.12,-0.99000001 2013-01-01 01:30:00+00:00,9.0600004,180.5,5.9299998,177.89999,1153.23,-1.0 2013-01-01 01:40:00+00:00,8.46,179.24001,6.0799999,177.89999,983.15997,-1.0 2013-01-01 01:50:00+00:00,7.71,185.06,6.0700002,177.89999,707.09998,-1.0 2013-01-01 02:00:00+00:00,7.9699998,182.21001,5.8400002,177.89999,808.42999,-1.0 2013-01-01 02:10:00+00:00,8.3800001,180.19,5.5999999,177.89999,897.75,-1.0 2013-01-01 02:20:00+00:00,8.8599997,177.5,5.46,177.89999,1083.74,-0.99000001 2013-01-01 02:30:00+00:00,9.04,176.41,5.1799998,177.89999,1109.78,-0.99000001 2013-01-01 02:40:00+00:00,9.4799995,176.23,4.9699998,177.89999,1217.55,-0.97000003 2013-01-01 02:50:00+00:00,9.8999996,175.42999,4.9000001,177.89999,1363.6899,-0.8899999900000001 2013-01-01 03:00:00+00:00,9.3999996,171.17999,4.8499999,177.89999,1272.03,-0.8899999900000001 2013-01-01 03:10:00+00:00,9.8299999,168.98,4.7600002,177.89999,1387.51,-0.79000002 2013-01-01 03:20:00+00:00,10.8,170.2,4.6999998,177.89999,1618.4399,-0.22 2013-01-01 03:30:00+00:00,9.7700005,171.19,4.5999999,177.89999,1293.72,-0.85000002 2013-01-01 03:40:00+00:00,9.3999996,169.47,4.4899998,177.89999,1247.27,-0.69999999 2013-01-01 03:50:00+00:00,9.6099997,167.08,4.4899998,165.92,1280.71,-0.81 2013-01-01 04:00:00+00:00,10.23,176.16,4.54,165.03,1384.54,-0.61000001 2013-01-01 04:10:00+00:00,10.13,167.00999,4.5300002,170.22,1451.38,-0.67000002 2013-01-01 04:20:00+00:00,11.11,166.52,4.48,170.22,1653.9,-0.18000001 2013-01-01 04:30:00+00:00,10.52,167.25,4.4400001,170.22,1526.29,-0.54000002 2013-01-01 04:40:00+00:00,9.8500004,168.97,4.4099998,170.22,1337.8,-0.80000001 2013-01-01 04:50:00+00:00,10.06,168.17999,4.4000001,170.22,1429.99,-0.22 2013-01-01 05:00:00+00:00,10.48,166.86,4.3600001,170.22,1522.26,-0.31999999 2013-01-01 05:10:00+00:00,10.97,171.42999,4.2199998,170.22,1618.2,0.07 2013-01-01 05:20:00+00:00,11.21,171.62,4.3899999,170.22,1620.24,0.41999999 2013-01-01 05:30:00+00:00,10.3,172.25999,4.4299998,170.22,1507.05,-0.49000001 2013-01-01 05:40:00+00:00,10.28,171.5,4.5,170.22,1468.53,-0.67000002 2013-01-01 05:50:00+00:00,10.17,172.42,4.5100002,170.22,1417.61,-0.63 2013-01-01 06:00:00+00:00,11.18,172.47,4.6300001,170.22,1672.3101,0.46000001 2013-01-01 06:10:00+00:00,10.62,166.14,4.6799998,170.89,1481.0,-0.039999999 2013-01-01 06:20:00+00:00,10.8,169.16,4.6799998,181.75,1477.89,-0.18000001 2013-01-01 06:30:00+00:00,11.05,171.67999,4.5599999,177.89999,1583.33,0.0 2013-01-01 06:40:00+00:00,10.24,171.55,4.6500001,177.89999,1449.64,-0.64999998 2013-01-01 06:50:00+00:00,10.0,175.61,4.5900002,177.89999,1424.54,-0.63999999 2013-01-01 07:00:00+00:00,9.3699999,177.56,4.71,177.89999,1232.12,-0.69999999 2013-01-01 07:10:00+00:00,10.6,179.47,4.8800001,177.89999,1471.63,-0.56 2013-01-01 07:20:00+00:00,10.75,180.47,4.9499998,177.89999,1489.67,-0.64999998 2013-01-01 07:30:00+00:00,9.75,182.7,5.0300002,177.89999,1274.4301,-0.80000001 2013-01-01 07:40:00+00:00,9.9399996,182.86,5.1599998,177.89999,1333.41,-0.88 2013-01-01 07:50:00+00:00,10.48,186.14999,5.1999998,177.89999,1428.8199,-0.76999998 2013-01-01 08:00:00+00:00,9.9799995,185.64999,5.2199998,177.89999,1354.84,-0.76999998 2013-01-01 08:10:00+00:00,10.34,196.19,5.3600001,179.60001,1371.58,-0.6900000000000001 2013-01-01 08:20:00+00:00,10.64,187.84,5.5,187.78,1584.28,-0.44 2013-01-01 08:30:00+00:00,10.89,188.09,5.5,187.78,1601.08,-0.43000001 2013-01-01 08:40:00+00:00,9.8100004,190.46001,5.5,187.78,1299.65,-0.83999997 2013-01-01 08:50:00+00:00,9.7700005,193.99001,5.5,187.78,1278.49,-0.88 2013-01-01 09:00:00+00:00,10.01,198.0,5.5500002,187.78,1274.87,-0.87 2013-01-01 09:10:00+00:00,9.1700001,197.37,5.6599998,201.02,1140.72,-0.95999998 2013-01-01 09:20:00+00:00,8.3900003,197.39,5.8099999,198.75,1013.09,-1.0 2013-01-01 09:30:00+00:00,8.2299995,198.14999,5.9200001,198.75,911.58002,-1.0 2013-01-01 09:40:00+00:00,7.98,197.58,6.02,198.75,877.67999,-1.0 2013-01-01 09:50:00+00:00,7.0900002,209.2,6.0799999,209.89,535.66998,-1.0 2013-01-01 10:00:00+00:00,7.0700002,196.02,6.0999999,204.75,616.83002,-1.0 2013-01-01 10:10:00+00:00,8.4099998,187.16,6.1399999,198.48,987.69,-1.0 2013-01-01 10:20:00+00:00,8.6400003,201.41,6.1999998,196.50999,994.67999,-1.0 2013-01-01 10:30:00+00:00,7.9699998,199.69,6.3499999,197.66,814.33002,-1.0 2013-01-01 10:40:00+00:00,8.0500002,198.88,6.4000001,197.66,824.12,-1.0 2013-01-01 10:50:00+00:00,7.6399999,198.24001,6.4000001,197.66,711.87,-1.0 2013-01-01 11:00:00+00:00,7.71,199.49001,6.4400001,197.66,765.13,-1.0 2013-01-01 11:10:00+00:00,8.1499996,202.23,6.5,197.66,823.34003,-1.0 2013-01-01 11:20:00+00:00,7.6100001,212.96001,6.6199999,203.98,685.09998,-1.0 2013-01-01 11:30:00+00:00,8.5200005,232.72,6.6700001,213.56,893.16998,-0.98000002 2013-01-01 11:40:00+00:00,9.4099998,260.39001,6.1900001,238.32001,1152.83,-0.92000002 2013-01-01 11:50:00+00:00,8.3599997,237.89999,5.8699999,252.27,967.58002,-1.0 2013-01-01 12:00:00+00:00,6.5900002,240.0,6.0300002,237.64999,421.63,-1.0 2013-01-01 12:10:00+00:00,6.5900002,241.67,6.1100001,237.17,418.01999,-1.0 2013-01-01 12:20:00+00:00,7.0300002,243.07001,6.1700001,237.17,527.84998,-1.0 2013-01-01 12:30:00+00:00,6.46,243.83,6.27,237.17,385.51001,-1.0 2013-01-01 12:40:00+00:00,7.0,244.17,6.3000002,237.17,512.67999,-1.0 2013-01-01 12:50:00+00:00,6.6599998,238.57001,6.29,237.17,472.98999,-1.0 2013-01-01 13:00:00+00:00,6.23,237.03,6.21,237.17,375.29999,-1.0 2013-01-01 13:10:00+00:00,6.75,238.52,6.1500001,237.17,433.66,-1.0 2013-01-01 13:20:00+00:00,6.5500002,235.45,6.0700002,237.17,413.94,-1.0 2013-01-01 13:30:00+00:00,6.46,218.91,6.0500002,234.35001,434.98001,-1.0 2013-01-01 13:40:00+00:00,5.79,226.14999,6.0799999,228.39,268.22,-1.0 2013-01-01 13:50:00+00:00,5.7399998,227.11,6.0500002,228.39,244.31,-1.0 2013-01-01 14:00:00+00:00,5.73,223.62,6.0100002,228.39,261.10001,-1.0 2013-01-01 14:10:00+00:00,5.3400002,224.16,5.9400001,228.39,195.7,-1.0 2013-01-01 14:20:00+00:00,5.9499998,299.01001,5.6900001,254.22,248.2,-0.44999999 2013-01-01 14:30:00+00:00,6.4299998,266.35001,5.1599998,267.81,406.10999,-1.0 2013-01-01 14:40:00+00:00,5.25,256.35999,5.1999998,265.70001,202.19,-1.0 2013-01-01 14:50:00+00:00,5.02,255.39,5.21,265.70001,155.09,-1.0 2013-01-01 15:00:00+00:00,5.6900001,252.45,5.2800002,265.70001,286.95999,-1.0 2013-01-01 15:10:00+00:00,6.3499999,239.94,5.5,249.67,378.14999,-1.0 2013-01-01 15:20:00+00:00,5.6399999,234.39,5.5100002,244.85001,259.95999,-1.0 2013-01-01 15:30:00+00:00,4.8299999,206.13,5.5599999,238.3,109.33,-1.0 2013-01-01 15:40:00+00:00,5.4000001,226.77,5.5599999,220.7,152.33,-1.0 2013-01-01 15:50:00+00:00,5.79,255.13,5.4699998,222.53,200.58,-1.0 2013-01-01 16:00:00+00:00,5.8699999,245.22,5.3800001,240.46001,241.50999,-1.0 2013-01-01 16:10:00+00:00,5.96,252.28,5.3699999,240.46001,247.03999,-1.0 2013-01-01 16:20:00+00:00,5.5999999,251.33,5.3200002,240.46001,204.32001,-1.0 2013-01-01 16:30:00+00:00,5.6700001,245.89999,5.29,240.46001,211.45,-1.0 2013-01-01 16:40:00+00:00,6.25,249.45,5.2199998,240.46001,309.51999,-1.0 2013-01-01 16:50:00+00:00,6.1500001,249.71001,5.0500002,240.46001,287.98001,-1.0 2013-01-01 17:00:00+00:00,5.79,245.67999,5.0,240.46001,229.00999,-1.0 2013-01-01 17:10:00+00:00,5.9899998,239.25999,4.9699998,240.46001,281.20999,-1.0 2013-01-01 17:20:00+00:00,6.0799999,234.78,4.8800001,240.46001,306.45999,-1.0 2013-01-01 17:30:00+00:00,5.4400001,226.60001,4.4899998,240.46001,218.05,-1.0 2013-01-01 17:40:00+00:00,5.1700001,226.41,4.4000001,240.46001,180.67999,-1.0 2013-01-01 17:50:00+00:00,5.8000002,236.24001,4.4000001,240.46001,256.20999,-1.0 2013-01-01 18:00:00+00:00,6.0300002,241.03,4.2600002,240.46001,288.79001,-1.0 2013-01-01 18:10:00+00:00,6.6900001,243.00999,4.4000001,240.46001,441.29999,-1.0 2013-01-01 18:20:00+00:00,6.71,243.60001,4.48,240.46001,460.10999,-1.0 2013-01-01 18:30:00+00:00,7.1399999,241.53999,4.4899998,240.46001,544.21002,-1.0 2013-01-01 18:40:00+00:00,7.0799999,237.21001,4.4699998,240.46001,538.52002,-1.0 2013-01-01 18:50:00+00:00,6.8499999,234.62,4.2199998,240.46001,527.15997,-1.0 2013-01-01 19:00:00+00:00,6.8400002,236.08,4.0799999,240.46001,529.66998,-1.0 2013-01-01 19:10:00+00:00,6.8000002,237.55,3.95,240.46001,508.45999,-1.0 2013-01-01 19:20:00+00:00,6.79,237.46001,4.1599998,240.46001,512.69,-1.0 2013-01-01 19:30:00+00:00,6.8299999,238.8,4.23,240.46001,484.37,-1.0 2013-01-01 19:40:00+00:00,6.52,233.95,4.1900001,240.46001,436.13,-1.0 2013-01-01 19:50:00+00:00,6.0999999,233.02,3.9400001,240.46001,365.72,-1.0 2013-01-01 20:00:00+00:00,6.2800002,236.44,3.9300001,240.46001,364.69,-1.0 2013-01-01 20:10:00+00:00,5.9699998,228.22,3.96,240.46001,334.54999,-1.0 2013-01-01 20:20:00+00:00,6.1799998,230.41,3.8099999,240.46001,364.54001,-1.0 2013-01-01 20:30:00+00:00,6.71,215.86,3.8299999,238.78,526.69,-1.0 2013-01-01 20:40:00+00:00,7.4899998,243.37,3.95,226.36,665.75,-1.0 2013-01-01 20:50:00+00:00,8.0500002,233.85001,4.1799998,236.07001,878.15997,-1.0 2013-01-01 21:00:00+00:00,8.21,219.47,3.98,228.61,973.76001,-1.0 2013-01-01 21:10:00+00:00,8.5600004,228.31,3.78,221.8,980.88,-1.0 2013-01-01 21:20:00+00:00,8.1800003,235.92999,3.49,226.57001,904.03003,-1.0 2013-01-01 21:30:00+00:00,8.6400003,237.61,3.4100001,232.78,993.09003,-1.0 2013-01-01 21:40:00+00:00,8.8000002,236.31,3.54,232.78,1060.4,-1.0 2013-01-01 21:50:00+00:00,9.1400003,237.77,3.3900001,232.78,1152.61,-1.0 2013-01-01 22:00:00+00:00,9.0500002,238.5,3.25,232.78,1085.88,-1.0 2013-01-01 22:10:00+00:00,8.4200001,238.21001,3.3,232.78,933.46002,-1.0 2013-01-01 22:20:00+00:00,7.6100001,236.28,3.25,232.78,695.5,-1.0 2013-01-01 22:30:00+00:00,7.48,254.2,3.0899999,233.50999,655.09998,-1.0 2013-01-01 22:40:00+00:00,7.0999999,239.07001,3.1700001,245.95,642.07001,-1.0 2013-01-01 22:50:00+00:00,6.4099998,233.13,3.04,245.95,515.06,-1.0 2013-01-01 23:00:00+00:00,6.8400002,229.94,3.1300001,237.32001,542.77002,-1.0 2013-01-01 23:10:00+00:00,6.5700002,228.49001,3.04,233.87,472.14999,-1.0 2013-01-01 23:20:00+00:00,6.71,227.14,3.05,233.87,539.51001,-1.0 2013-01-01 23:30:00+00:00,6.5799999,225.74001,2.95,233.87,511.78,-1.0 2013-01-01 23:40:00+00:00,6.6700001,226.98,2.9200001,233.87,571.51001,-1.0 2013-01-01 23:50:00+00:00,6.6100001,225.0,3.0,233.87,560.56,-1.0

Code source disponible ici.