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Update cleaned data

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DingZQ
2025-05-05 17:31:02 +08:00
parent 511e95427d
commit cca3363bda
1 changed files with 96 additions and 96 deletions
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192
标准cleaned_demand_data.csv
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@@ -1,97 +1,97 @@
measurement,device_ID,date,description,monitored_value,datacleaning_value,datafilling_value,cleaned_value,time
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,61.54,,,61.54,2025-05-04 00:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,49.53,,,49.53,2025-05-04 00:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,48.16,,,48.16,2025-05-04 00:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,47,,,47,2025-05-04 00:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,39.1,,,39.1,2025-05-04 01:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,41.65,,,41.65,2025-05-04 01:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,39.79,,,39.79,2025-05-04 01:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,32.21,,,32.21,2025-05-04 01:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,34.4,,,34.4,2025-05-04 02:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,34.47,,,34.47,2025-05-04 02:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,31.73,,,31.73,2025-05-04 02:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,28.66,,,28.66,2025-05-04 02:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,25.84,,,25.84,2025-05-04 03:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,29,,,29,2025-05-04 03:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,31.15,,,31.15,2025-05-04 03:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,27.93,,,27.93,2025-05-04 03:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,27.58,,,27.58,2025-05-04 04:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,28.51,,,28.51,2025-05-04 04:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,89.73,53.38,,53.38,2025-05-04 04:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,32.14,,,32.14,2025-05-04 04:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,31.3,,,31.3,2025-05-04 05:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,36.55,,,36.55,2025-05-04 05:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,36.76,,,36.76,2025-05-04 05:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,42.73,,,42.73,2025-05-04 05:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,50.42,,,50.42,2025-05-04 06:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,62.82,,,62.82,2025-05-04 06:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,70.77,,,70.77,2025-05-04 06:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,96.43,,,96.43,2025-05-04 06:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,114.84,,,114.84,2025-05-04 07:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,135.88,,,135.88,2025-05-04 07:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,138.15,,,138.15,2025-05-04 07:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,135.92,,,135.92,2025-05-04 07:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,128.21,,,128.21,2025-05-04 08:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,134.26,,,134.26,2025-05-04 08:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,116.99,,,116.99,2025-05-04 08:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,156.27,,,156.27,2025-05-04 08:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,165.37,,,165.37,2025-05-04 09:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,118.2,,,118.2,2025-05-04 09:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,153.12,,,153.12,2025-05-04 09:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,170.62,,,170.62,2025-05-04 09:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,108.38,,,108.38,2025-05-04 10:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,157.66,,,157.66,2025-05-04 10:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,158.45,,,158.45,2025-05-04 10:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,107.29,,,107.29,2025-05-04 10:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,126.31,,,126.31,2025-05-04 11:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,174.63,140.64,,140.64,2025-05-04 11:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,112.8,,,112.8,2025-05-04 11:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,112.32,,,112.32,2025-05-04 11:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,110.63,,,110.63,2025-05-04 12:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,110,,,110,2025-05-04 12:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,116.54,,,116.54,2025-05-04 12:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,103.77,,,103.77,2025-05-04 12:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,116.62,,,116.62,2025-05-04 13:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,89.45,,,89.45,2025-05-04 13:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,122.3,,,122.3,2025-05-04 13:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,109,,,109,2025-05-04 13:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,102.19,,,102.19,2025-05-04 14:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,78.98,,,78.98,2025-05-04 14:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,88.28,,,88.28,2025-05-04 14:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,135.25,102.05,,102.05,2025-05-04 14:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,72.84,,,72.84,2025-05-04 15:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,69.68,,,69.68,2025-05-04 15:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,76.18,,,76.18,2025-05-04 15:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,78.08,,,78.08,2025-05-04 15:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,83.81,,,83.81,2025-05-04 16:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,119.71,,,119.71,2025-05-04 16:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,77.42,,,77.42,2025-05-04 16:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,75.15,,,75.15,2025-05-04 16:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,110.83,,,110.83,2025-05-04 17:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,99.59,,,99.59,2025-05-04 17:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,105.72,,,105.72,2025-05-04 17:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,103.92,,,103.92,2025-05-04 17:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,106.39,,,106.39,2025-05-04 18:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,114.05,,,114.05,2025-05-04 18:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,120.58,,,120.58,2025-05-04 18:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,124.31,,,124.31,2025-05-04 18:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,118.28,,,118.28,2025-05-04 19:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,125.85,,,125.85,2025-05-04 19:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,118.44,,,118.44,2025-05-04 19:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,120.89,,,120.89,2025-05-04 19:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,116.36,,,116.36,2025-05-04 20:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,127.5,,,127.5,2025-05-04 20:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,137.42,,,137.42,2025-05-04 20:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,151.91,,,151.91,2025-05-04 20:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,154.15,,,154.15,2025-05-04 21:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,164.39,,,164.39,2025-05-04 21:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,156.4,,,156.4,2025-05-04 21:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,154.26,,,154.26,2025-05-04 21:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,137.32,,,137.32,2025-05-04 22:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,129.82,,,129.82,2025-05-04 22:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,125.81,,,125.81,2025-05-04 22:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,106.72,,,106.72,2025-05-04 22:45:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,89.09,,,89.09,2025-05-04 23:00:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,79.78,,,79.78,2025-05-04 23:15:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,76.53,,,76.53,2025-05-04 23:30:00+08:00
pipe_flow_non_realtime,9485,2025/05/04,天润城-水表流量,68.89,,,68.89,2025-05-04 23:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,73.79,55.32087777,,61.54,2025-05-04 00:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,70.26,,,49.53,2025-05-04 00:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,59.45,,,48.16,2025-05-04 00:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,53.96,,,47,2025-05-04 00:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,50.73,,,39.1,2025-05-04 01:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,43.28,,,41.65,2025-05-04 01:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,41.27,,,39.79,2025-05-04 01:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,41.86,,,32.21,2025-05-04 01:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,35.04,,,34.4,2025-05-04 02:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,38.61,,,34.47,2025-05-04 02:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,43.32,,,31.73,2025-05-04 02:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,40.15,,,28.66,2025-05-04 02:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,32.42,,,25.84,2025-05-04 03:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,32.2,,,29,2025-05-04 03:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,30.99,,,31.15,2025-05-04 03:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,31.59,,,27.93,2025-05-04 03:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,33.06,,,27.58,2025-05-04 04:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,31.68,,,28.51,2025-05-04 04:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,32.69,,,53.38,2025-05-04 04:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,34.06,,,32.14,2025-05-04 04:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,33.6,,,31.3,2025-05-04 05:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,37.52,,,36.55,2025-05-04 05:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,34.66,,,36.76,2025-05-04 05:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,42.67,,,42.73,2025-05-04 05:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,46.08,,,50.42,2025-05-04 06:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,58.33,,,62.82,2025-05-04 06:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,72.44,,,70.77,2025-05-04 06:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,77.23,,,96.43,2025-05-04 06:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,79.58,,,114.84,2025-05-04 07:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,87.86,,,135.88,2025-05-04 07:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,91.86,,,138.15,2025-05-04 07:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,97.85,,,135.92,2025-05-04 07:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,99.26,118.2576106,,128.21,2025-05-04 08:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,205.98,170.7087786,,134.26,2025-05-04 08:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,165.87,,,116.99,2025-05-04 08:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,107.34,,,156.27,2025-05-04 08:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,122.3,,,165.37,2025-05-04 09:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,107.05,,,118.2,2025-05-04 09:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,111.74,,,153.12,2025-05-04 09:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,106.25,,,170.62,2025-05-04 09:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,107.32,,,108.38,2025-05-04 10:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,99.96,,,157.66,2025-05-04 10:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,132.03,,,158.45,2025-05-04 10:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,101.56,,,107.29,2025-05-04 10:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,105.15,,,126.31,2025-05-04 11:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,102.64,,,140.64,2025-05-04 11:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,100.3,,,112.8,2025-05-04 11:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,97,,,112.32,2025-05-04 11:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,102.03,,,110.63,2025-05-04 12:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,96.62,,,110,2025-05-04 12:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,105.58,,,116.54,2025-05-04 12:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,94.88,,,103.77,2025-05-04 12:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,90.08,,,116.62,2025-05-04 13:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,76.09,,,89.45,2025-05-04 13:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,76.97,,,122.3,2025-05-04 13:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,70.28,,,109,2025-05-04 13:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,68.74,,,102.19,2025-05-04 14:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,67.93,,,78.98,2025-05-04 14:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,65.87,,,88.28,2025-05-04 14:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,67.33,,,102.05,2025-05-04 14:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,66.36,,,72.84,2025-05-04 15:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,67.55,,,69.68,2025-05-04 15:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,67.95,,,76.18,2025-05-04 15:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,98.23,,,78.08,2025-05-04 15:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,74.15,,,83.81,2025-05-04 16:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,70.35,,,119.71,2025-05-04 16:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,83.05,,,77.42,2025-05-04 16:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,83.48,,,75.15,2025-05-04 16:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,90.1,,,110.83,2025-05-04 17:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,96.54,,,99.59,2025-05-04 17:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,97.13,,,105.72,2025-05-04 17:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,103.95,,,103.92,2025-05-04 17:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,100.85,,,106.39,2025-05-04 18:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,114.05,,,114.05,2025-05-04 18:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,120.58,,,120.58,2025-05-04 18:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,124.31,,,124.31,2025-05-04 18:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,118.28,,,118.28,2025-05-04 19:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,125.85,,,125.85,2025-05-04 19:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,118.44,,,118.44,2025-05-04 19:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,120.89,,,120.89,2025-05-04 19:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,116.36,,,116.36,2025-05-04 20:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,127.5,,,127.5,2025-05-04 20:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,137.42,,,137.42,2025-05-04 20:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,151.91,,,151.91,2025-05-04 20:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,154.15,,,154.15,2025-05-04 21:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,164.39,,,164.39,2025-05-04 21:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,156.4,,,156.4,2025-05-04 21:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,154.26,,,154.26,2025-05-04 21:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,137.32,,,137.32,2025-05-04 22:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,129.82,,,129.82,2025-05-04 22:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,125.81,,,125.81,2025-05-04 22:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,106.72,,,106.72,2025-05-04 22:45:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,89.09,,,89.09,2025-05-04 23:00:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,79.78,,,79.78,2025-05-04 23:15:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,76.53,,,76.53,2025-05-04 23:30:00+08:00
pipe_flow_non_realtime,9485,2025/5/4,天润城-水表流量,68.89,,,68.89,2025-05-04 23:45:00+08:00
1 measurement device_ID date description monitored_value datacleaning_value datafilling_value cleaned_value time
2 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 61.54 73.79 55.32087777 61.54 2025-05-04 00:00:00+08:00
3 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 49.53 70.26 49.53 2025-05-04 00:15:00+08:00
4 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 48.16 59.45 48.16 2025-05-04 00:30:00+08:00
5 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 47 53.96 47 2025-05-04 00:45:00+08:00
6 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 39.1 50.73 39.1 2025-05-04 01:00:00+08:00
7 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 41.65 43.28 41.65 2025-05-04 01:15:00+08:00
8 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 39.79 41.27 39.79 2025-05-04 01:30:00+08:00
9 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 32.21 41.86 32.21 2025-05-04 01:45:00+08:00
10 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 34.4 35.04 34.4 2025-05-04 02:00:00+08:00
11 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 34.47 38.61 34.47 2025-05-04 02:15:00+08:00
12 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 31.73 43.32 31.73 2025-05-04 02:30:00+08:00
13 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 28.66 40.15 28.66 2025-05-04 02:45:00+08:00
14 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 25.84 32.42 25.84 2025-05-04 03:00:00+08:00
15 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 29 32.2 29 2025-05-04 03:15:00+08:00
16 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 31.15 30.99 31.15 2025-05-04 03:30:00+08:00
17 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 27.93 31.59 27.93 2025-05-04 03:45:00+08:00
18 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 27.58 33.06 27.58 2025-05-04 04:00:00+08:00
19 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 28.51 31.68 28.51 2025-05-04 04:15:00+08:00
20 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 89.73 32.69 53.38 53.38 2025-05-04 04:30:00+08:00
21 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 32.14 34.06 32.14 2025-05-04 04:45:00+08:00
22 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 31.3 33.6 31.3 2025-05-04 05:00:00+08:00
23 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 36.55 37.52 36.55 2025-05-04 05:15:00+08:00
24 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 36.76 34.66 36.76 2025-05-04 05:30:00+08:00
25 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 42.73 42.67 42.73 2025-05-04 05:45:00+08:00
26 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 50.42 46.08 50.42 2025-05-04 06:00:00+08:00
27 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 62.82 58.33 62.82 2025-05-04 06:15:00+08:00
28 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 70.77 72.44 70.77 2025-05-04 06:30:00+08:00
29 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 96.43 77.23 96.43 2025-05-04 06:45:00+08:00
30 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 114.84 79.58 114.84 2025-05-04 07:00:00+08:00
31 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 135.88 87.86 135.88 2025-05-04 07:15:00+08:00
32 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 138.15 91.86 138.15 2025-05-04 07:30:00+08:00
33 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 135.92 97.85 135.92 2025-05-04 07:45:00+08:00
34 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 128.21 99.26 118.2576106 128.21 2025-05-04 08:00:00+08:00
35 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 134.26 205.98 170.7087786 134.26 2025-05-04 08:15:00+08:00
36 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 116.99 165.87 116.99 2025-05-04 08:30:00+08:00
37 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 156.27 107.34 156.27 2025-05-04 08:45:00+08:00
38 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 165.37 122.3 165.37 2025-05-04 09:00:00+08:00
39 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 118.2 107.05 118.2 2025-05-04 09:15:00+08:00
40 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 153.12 111.74 153.12 2025-05-04 09:30:00+08:00
41 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 170.62 106.25 170.62 2025-05-04 09:45:00+08:00
42 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 108.38 107.32 108.38 2025-05-04 10:00:00+08:00
43 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 157.66 99.96 157.66 2025-05-04 10:15:00+08:00
44 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 158.45 132.03 158.45 2025-05-04 10:30:00+08:00
45 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 107.29 101.56 107.29 2025-05-04 10:45:00+08:00
46 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 126.31 105.15 126.31 2025-05-04 11:00:00+08:00
47 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 174.63 102.64 140.64 140.64 2025-05-04 11:15:00+08:00
48 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 112.8 100.3 112.8 2025-05-04 11:30:00+08:00
49 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 112.32 97 112.32 2025-05-04 11:45:00+08:00
50 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 110.63 102.03 110.63 2025-05-04 12:00:00+08:00
51 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 110 96.62 110 2025-05-04 12:15:00+08:00
52 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 116.54 105.58 116.54 2025-05-04 12:30:00+08:00
53 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 103.77 94.88 103.77 2025-05-04 12:45:00+08:00
54 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 116.62 90.08 116.62 2025-05-04 13:00:00+08:00
55 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 89.45 76.09 89.45 2025-05-04 13:15:00+08:00
56 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 122.3 76.97 122.3 2025-05-04 13:30:00+08:00
57 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 109 70.28 109 2025-05-04 13:45:00+08:00
58 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 102.19 68.74 102.19 2025-05-04 14:00:00+08:00
59 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 78.98 67.93 78.98 2025-05-04 14:15:00+08:00
60 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 88.28 65.87 88.28 2025-05-04 14:30:00+08:00
61 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 135.25 67.33 102.05 102.05 2025-05-04 14:45:00+08:00
62 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 72.84 66.36 72.84 2025-05-04 15:00:00+08:00
63 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 69.68 67.55 69.68 2025-05-04 15:15:00+08:00
64 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 76.18 67.95 76.18 2025-05-04 15:30:00+08:00
65 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 78.08 98.23 78.08 2025-05-04 15:45:00+08:00
66 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 83.81 74.15 83.81 2025-05-04 16:00:00+08:00
67 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 119.71 70.35 119.71 2025-05-04 16:15:00+08:00
68 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 77.42 83.05 77.42 2025-05-04 16:30:00+08:00
69 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 75.15 83.48 75.15 2025-05-04 16:45:00+08:00
70 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 110.83 90.1 110.83 2025-05-04 17:00:00+08:00
71 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 99.59 96.54 99.59 2025-05-04 17:15:00+08:00
72 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 105.72 97.13 105.72 2025-05-04 17:30:00+08:00
73 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 103.92 103.95 103.92 2025-05-04 17:45:00+08:00
74 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 106.39 100.85 106.39 2025-05-04 18:00:00+08:00
75 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 114.05 114.05 2025-05-04 18:15:00+08:00
76 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 120.58 120.58 2025-05-04 18:30:00+08:00
77 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 124.31 124.31 2025-05-04 18:45:00+08:00
78 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 118.28 118.28 2025-05-04 19:00:00+08:00
79 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 125.85 125.85 2025-05-04 19:15:00+08:00
80 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 118.44 118.44 2025-05-04 19:30:00+08:00
81 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 120.89 120.89 2025-05-04 19:45:00+08:00
82 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 116.36 116.36 2025-05-04 20:00:00+08:00
83 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 127.5 127.5 2025-05-04 20:15:00+08:00
84 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 137.42 137.42 2025-05-04 20:30:00+08:00
85 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 151.91 151.91 2025-05-04 20:45:00+08:00
86 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 154.15 154.15 2025-05-04 21:00:00+08:00
87 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 164.39 164.39 2025-05-04 21:15:00+08:00
88 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 156.4 156.4 2025-05-04 21:30:00+08:00
89 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 154.26 154.26 2025-05-04 21:45:00+08:00
90 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 137.32 137.32 2025-05-04 22:00:00+08:00
91 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 129.82 129.82 2025-05-04 22:15:00+08:00
92 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 125.81 125.81 2025-05-04 22:30:00+08:00
93 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 106.72 106.72 2025-05-04 22:45:00+08:00
94 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 89.09 89.09 2025-05-04 23:00:00+08:00
95 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 79.78 79.78 2025-05-04 23:15:00+08:00
96 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 76.53 76.53 2025-05-04 23:30:00+08:00
97 pipe_flow_non_realtime 9485 2025/05/04 2025/5/4 天润城-水表流量 68.89 68.89 2025-05-04 23:45:00+08:00