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Update csv and sql file

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DingZQ
2025-04-23 21:47:33 +08:00
parent 291ac846c3
commit 0a66b55a3e
3 changed files with 243 additions and 236 deletions
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194
标准cleaned_demand_data.csv
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@@ -1,97 +1,97 @@
measurement,device_ID,date,description,monitored_value,datacleaning_value,time
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,61.54 ,,2024-03-25 00:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,49.53 ,,2024-03-25 00:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,48.16 ,,2024-03-25 00:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,47.00 ,,2024-03-25 00:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.10 ,,2024-03-25 01:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,41.65 ,,2024-03-25 01:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.79 ,,2024-03-25 01:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.21 ,,2024-03-25 01:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.40 ,,2024-03-25 02:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.47 ,,2024-03-25 02:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.73 ,,2024-03-25 02:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.66 ,,2024-03-25 02:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,25.84 ,,2024-03-25 03:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,29.00 ,,2024-03-25 03:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.15 ,,2024-03-25 03:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.93 ,,2024-03-25 03:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.58 ,,2024-03-25 04:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.51 ,,2024-03-25 04:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.73 ,53.38 ,2024-03-25 04:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.14 ,,2024-03-25 04:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.30 ,,2024-03-25 05:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.55 ,,2024-03-25 05:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.76 ,,2024-03-25 05:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,42.73 ,,2024-03-25 05:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,50.42 ,,2024-03-25 06:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,62.82 ,,2024-03-25 06:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,70.77 ,,2024-03-25 06:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,96.43 ,,2024-03-25 06:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.84 ,,2024-03-25 07:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.88 ,,2024-03-25 07:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,138.15 ,,2024-03-25 07:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.92 ,,2024-03-25 07:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,128.21 ,,2024-03-25 08:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,134.26 ,,2024-03-25 08:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.99 ,,2024-03-25 08:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.27 ,,2024-03-25 08:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,165.37 ,,2024-03-25 09:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.20 ,,2024-03-25 09:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,153.12 ,,2024-03-25 09:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,170.62 ,,2024-03-25 09:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,108.38 ,,2024-03-25 10:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,157.66 ,,2024-03-25 10:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,158.45 ,,2024-03-25 10:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,107.29 ,,2024-03-25 10:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,126.31 ,,2024-03-25 11:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,174.63 ,140.64 ,2024-03-25 11:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.80 ,,2024-03-25 11:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.32 ,,2024-03-25 11:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.63 ,,2024-03-25 12:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.00 ,,2024-03-25 12:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.54 ,,2024-03-25 12:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.77 ,,2024-03-25 12:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.62 ,,2024-03-25 13:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.45 ,,2024-03-25 13:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,122.30 ,,2024-03-25 13:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,109.00 ,,2024-03-25 13:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,102.19 ,,2024-03-25 14:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.98 ,,2024-03-25 14:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,88.28 ,,2024-03-25 14:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.25 ,102.05 ,2024-03-25 14:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,72.84 ,,2024-03-25 15:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,69.68 ,,2024-03-25 15:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.18 ,,2024-03-25 15:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.08 ,,2024-03-25 15:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,83.81 ,,2024-03-25 16:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,119.71 ,,2024-03-25 16:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,77.42 ,,2024-03-25 16:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,75.15 ,,2024-03-25 16:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.83 ,,2024-03-25 17:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,99.59 ,,2024-03-25 17:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,105.72 ,,2024-03-25 17:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.92 ,,2024-03-25 17:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.39 ,,2024-03-25 18:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.05 ,,2024-03-25 18:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.58 ,,2024-03-25 18:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,124.31 ,,2024-03-25 18:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.28 ,,2024-03-25 19:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.85 ,,2024-03-25 19:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.44 ,,2024-03-25 19:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.89 ,,2024-03-25 19:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.36 ,,2024-03-25 20:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,127.50 ,,2024-03-25 20:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.42 ,,2024-03-25 20:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,151.91 ,,2024-03-25 20:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.15 ,,2024-03-25 21:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,164.39 ,,2024-03-25 21:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.40 ,,2024-03-25 21:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.26 ,,2024-03-25 21:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.32 ,,2024-03-25 22:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,129.82 ,,2024-03-25 22:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.81 ,,2024-03-25 22:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.72 ,,2024-03-25 22:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.09 ,,2024-03-25 23:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,79.78 ,,2024-03-25 23:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.53 ,,2024-03-25 23:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,68.89 ,,2024-03-25 23:45:00+08:00
measurement,device_ID,date,description,monitored_value,datacleaning_value,datafilling_value,cleaned_value,time
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,61.54,,,61.54,2024-03-25 00:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,49.53,,,49.53,2024-03-25 00:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,48.16,,,48.16,2024-03-25 00:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,47,,,47,2024-03-25 00:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.1,,,39.1,2024-03-25 01:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,41.65,,,41.65,2024-03-25 01:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.79,,,39.79,2024-03-25 01:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.21,,,32.21,2024-03-25 01:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.4,,,34.4,2024-03-25 02:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.47,,,34.47,2024-03-25 02:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.73,,,31.73,2024-03-25 02:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.66,,,28.66,2024-03-25 02:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,25.84,,,25.84,2024-03-25 03:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,29,,,29,2024-03-25 03:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.15,,,31.15,2024-03-25 03:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.93,,,27.93,2024-03-25 03:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.58,,,27.58,2024-03-25 04:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.51,,,28.51,2024-03-25 04:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.73,53.38,,53.38,2024-03-25 04:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.14,,,32.14,2024-03-25 04:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.3,,,31.3,2024-03-25 05:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.55,,,36.55,2024-03-25 05:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.76,,,36.76,2024-03-25 05:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,42.73,,,42.73,2024-03-25 05:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,50.42,,,50.42,2024-03-25 06:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,62.82,,,62.82,2024-03-25 06:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,70.77,,,70.77,2024-03-25 06:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,96.43,,,96.43,2024-03-25 06:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.84,,,114.84,2024-03-25 07:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.88,,,135.88,2024-03-25 07:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,138.15,,,138.15,2024-03-25 07:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.92,,,135.92,2024-03-25 07:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,128.21,,,128.21,2024-03-25 08:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,134.26,,,134.26,2024-03-25 08:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.99,,,116.99,2024-03-25 08:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.27,,,156.27,2024-03-25 08:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,165.37,,,165.37,2024-03-25 09:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.2,,,118.2,2024-03-25 09:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,153.12,,,153.12,2024-03-25 09:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,170.62,,,170.62,2024-03-25 09:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,108.38,,,108.38,2024-03-25 10:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,157.66,,,157.66,2024-03-25 10:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,158.45,,,158.45,2024-03-25 10:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,107.29,,,107.29,2024-03-25 10:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,126.31,,,126.31,2024-03-25 11:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,174.63,140.64,,140.64,2024-03-25 11:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.8,,,112.8,2024-03-25 11:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.32,,,112.32,2024-03-25 11:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.63,,,110.63,2024-03-25 12:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110,,,110,2024-03-25 12:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.54,,,116.54,2024-03-25 12:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.77,,,103.77,2024-03-25 12:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.62,,,116.62,2024-03-25 13:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.45,,,89.45,2024-03-25 13:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,122.3,,,122.3,2024-03-25 13:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,109,,,109,2024-03-25 13:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,102.19,,,102.19,2024-03-25 14:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.98,,,78.98,2024-03-25 14:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,88.28,,,88.28,2024-03-25 14:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.25,102.05,,102.05,2024-03-25 14:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,72.84,,,72.84,2024-03-25 15:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,69.68,,,69.68,2024-03-25 15:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.18,,,76.18,2024-03-25 15:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.08,,,78.08,2024-03-25 15:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,83.81,,,83.81,2024-03-25 16:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,119.71,,,119.71,2024-03-25 16:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,77.42,,,77.42,2024-03-25 16:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,75.15,,,75.15,2024-03-25 16:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.83,,,110.83,2024-03-25 17:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,99.59,,,99.59,2024-03-25 17:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,105.72,,,105.72,2024-03-25 17:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.92,,,103.92,2024-03-25 17:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.39,,,106.39,2024-03-25 18:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.05,,,114.05,2024-03-25 18:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.58,,,120.58,2024-03-25 18:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,124.31,,,124.31,2024-03-25 18:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.28,,,118.28,2024-03-25 19:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.85,,,125.85,2024-03-25 19:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.44,,,118.44,2024-03-25 19:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.89,,,120.89,2024-03-25 19:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.36,,,116.36,2024-03-25 20:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,127.5,,,127.5,2024-03-25 20:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.42,,,137.42,2024-03-25 20:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,151.91,,,151.91,2024-03-25 20:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.15,,,154.15,2024-03-25 21:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,164.39,,,164.39,2024-03-25 21:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.4,,,156.4,2024-03-25 21:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.26,,,154.26,2024-03-25 21:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.32,,,137.32,2024-03-25 22:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,129.82,,,129.82,2024-03-25 22:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.81,,,125.81,2024-03-25 22:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.72,,,106.72,2024-03-25 22:45:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.09,,,89.09,2024-03-25 23:00:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,79.78,,,79.78,2024-03-25 23:15:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.53,,,76.53,2024-03-25 23:30:00+08:00
pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,68.89,,,68.89,2024-03-25 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 2024/3/25 天润城-水表流量 61.54 61.54 61.54 2024-03-25 00:00:00+08:00
3 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 49.53 49.53 49.53 2024-03-25 00:15:00+08:00
4 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 48.16 48.16 48.16 2024-03-25 00:30:00+08:00
5 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 47.00 47 47 2024-03-25 00:45:00+08:00
6 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 39.10 39.1 39.1 2024-03-25 01:00:00+08:00
7 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 41.65 41.65 41.65 2024-03-25 01:15:00+08:00
8 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 39.79 39.79 39.79 2024-03-25 01:30:00+08:00
9 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 32.21 32.21 32.21 2024-03-25 01:45:00+08:00
10 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 34.40 34.4 34.4 2024-03-25 02:00:00+08:00
11 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 34.47 34.47 34.47 2024-03-25 02:15:00+08:00
12 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 31.73 31.73 31.73 2024-03-25 02:30:00+08:00
13 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 28.66 28.66 28.66 2024-03-25 02:45:00+08:00
14 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 25.84 25.84 25.84 2024-03-25 03:00:00+08:00
15 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 29.00 29 29 2024-03-25 03:15:00+08:00
16 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 31.15 31.15 31.15 2024-03-25 03:30:00+08:00
17 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 27.93 27.93 27.93 2024-03-25 03:45:00+08:00
18 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 27.58 27.58 27.58 2024-03-25 04:00:00+08:00
19 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 28.51 28.51 28.51 2024-03-25 04:15:00+08:00
20 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 89.73 89.73 53.38 53.38 53.38 2024-03-25 04:30:00+08:00
21 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 32.14 32.14 32.14 2024-03-25 04:45:00+08:00
22 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 31.30 31.3 31.3 2024-03-25 05:00:00+08:00
23 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 36.55 36.55 36.55 2024-03-25 05:15:00+08:00
24 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 36.76 36.76 36.76 2024-03-25 05:30:00+08:00
25 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 42.73 42.73 42.73 2024-03-25 05:45:00+08:00
26 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 50.42 50.42 50.42 2024-03-25 06:00:00+08:00
27 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 62.82 62.82 62.82 2024-03-25 06:15:00+08:00
28 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 70.77 70.77 70.77 2024-03-25 06:30:00+08:00
29 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 96.43 96.43 96.43 2024-03-25 06:45:00+08:00
30 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 114.84 114.84 114.84 2024-03-25 07:00:00+08:00
31 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 135.88 135.88 135.88 2024-03-25 07:15:00+08:00
32 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 138.15 138.15 138.15 2024-03-25 07:30:00+08:00
33 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 135.92 135.92 135.92 2024-03-25 07:45:00+08:00
34 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 128.21 128.21 128.21 2024-03-25 08:00:00+08:00
35 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 134.26 134.26 134.26 2024-03-25 08:15:00+08:00
36 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 116.99 116.99 116.99 2024-03-25 08:30:00+08:00
37 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 156.27 156.27 156.27 2024-03-25 08:45:00+08:00
38 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 165.37 165.37 165.37 2024-03-25 09:00:00+08:00
39 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 118.20 118.2 118.2 2024-03-25 09:15:00+08:00
40 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 153.12 153.12 153.12 2024-03-25 09:30:00+08:00
41 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 170.62 170.62 170.62 2024-03-25 09:45:00+08:00
42 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 108.38 108.38 108.38 2024-03-25 10:00:00+08:00
43 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 157.66 157.66 157.66 2024-03-25 10:15:00+08:00
44 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 158.45 158.45 158.45 2024-03-25 10:30:00+08:00
45 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 107.29 107.29 107.29 2024-03-25 10:45:00+08:00
46 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 126.31 126.31 126.31 2024-03-25 11:00:00+08:00
47 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 174.63 174.63 140.64 140.64 140.64 2024-03-25 11:15:00+08:00
48 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 112.80 112.8 112.8 2024-03-25 11:30:00+08:00
49 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 112.32 112.32 112.32 2024-03-25 11:45:00+08:00
50 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 110.63 110.63 110.63 2024-03-25 12:00:00+08:00
51 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 110.00 110 110 2024-03-25 12:15:00+08:00
52 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 116.54 116.54 116.54 2024-03-25 12:30:00+08:00
53 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 103.77 103.77 103.77 2024-03-25 12:45:00+08:00
54 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 116.62 116.62 116.62 2024-03-25 13:00:00+08:00
55 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 89.45 89.45 89.45 2024-03-25 13:15:00+08:00
56 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 122.30 122.3 122.3 2024-03-25 13:30:00+08:00
57 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 109.00 109 109 2024-03-25 13:45:00+08:00
58 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 102.19 102.19 102.19 2024-03-25 14:00:00+08:00
59 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 78.98 78.98 78.98 2024-03-25 14:15:00+08:00
60 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 88.28 88.28 88.28 2024-03-25 14:30:00+08:00
61 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 135.25 135.25 102.05 102.05 102.05 2024-03-25 14:45:00+08:00
62 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 72.84 72.84 72.84 2024-03-25 15:00:00+08:00
63 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 69.68 69.68 69.68 2024-03-25 15:15:00+08:00
64 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 76.18 76.18 76.18 2024-03-25 15:30:00+08:00
65 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 78.08 78.08 78.08 2024-03-25 15:45:00+08:00
66 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 83.81 83.81 83.81 2024-03-25 16:00:00+08:00
67 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 119.71 119.71 119.71 2024-03-25 16:15:00+08:00
68 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 77.42 77.42 77.42 2024-03-25 16:30:00+08:00
69 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 75.15 75.15 75.15 2024-03-25 16:45:00+08:00
70 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 110.83 110.83 110.83 2024-03-25 17:00:00+08:00
71 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 99.59 99.59 99.59 2024-03-25 17:15:00+08:00
72 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 105.72 105.72 105.72 2024-03-25 17:30:00+08:00
73 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 103.92 103.92 103.92 2024-03-25 17:45:00+08:00
74 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 106.39 106.39 106.39 2024-03-25 18:00:00+08:00
75 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 114.05 114.05 114.05 2024-03-25 18:15:00+08:00
76 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 120.58 120.58 120.58 2024-03-25 18:30:00+08:00
77 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 124.31 124.31 124.31 2024-03-25 18:45:00+08:00
78 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 118.28 118.28 118.28 2024-03-25 19:00:00+08:00
79 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 125.85 125.85 125.85 2024-03-25 19:15:00+08:00
80 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 118.44 118.44 118.44 2024-03-25 19:30:00+08:00
81 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 120.89 120.89 120.89 2024-03-25 19:45:00+08:00
82 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 116.36 116.36 116.36 2024-03-25 20:00:00+08:00
83 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 127.50 127.5 127.5 2024-03-25 20:15:00+08:00
84 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 137.42 137.42 137.42 2024-03-25 20:30:00+08:00
85 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 151.91 151.91 151.91 2024-03-25 20:45:00+08:00
86 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 154.15 154.15 154.15 2024-03-25 21:00:00+08:00
87 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 164.39 164.39 164.39 2024-03-25 21:15:00+08:00
88 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 156.40 156.4 156.4 2024-03-25 21:30:00+08:00
89 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 154.26 154.26 154.26 2024-03-25 21:45:00+08:00
90 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 137.32 137.32 137.32 2024-03-25 22:00:00+08:00
91 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 129.82 129.82 129.82 2024-03-25 22:15:00+08:00
92 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 125.81 125.81 125.81 2024-03-25 22:30:00+08:00
93 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 106.72 106.72 106.72 2024-03-25 22:45:00+08:00
94 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 89.09 89.09 89.09 2024-03-25 23:00:00+08:00
95 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 79.78 79.78 79.78 2024-03-25 23:15:00+08:00
96 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 76.53 76.53 76.53 2024-03-25 23:30:00+08:00
97 pipe_flow_non_realtime 9485 2024/3/25 天润城-水表流量 68.89 68.89 68.89 2024-03-25 23:45:00+08:00