Update for logged pump flow

kebasaa · Jun 21, 2021 · e080537 · e080537
1 parent 8a24321
commit e080537
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diff --git a/00_additional_data/COS_chambers_logbook.xlsx b/00_additional_data/COS_chambers_logbook.xlsx
diff --git a/00_additional_data/COS_leaf_area.xlsx b/00_additional_data/COS_leaf_area.xlsx
diff --git a/00_additional_data/COS_timing.xlsx b/00_additional_data/COS_timing.xlsx
diff --git a/...l_data/PAR sensors installation file.xlsx → 00_additional_data/PAR_sensors_logbook.xlsx b/...l_data/PAR sensors installation file.xlsx → 00_additional_data/PAR_sensors_logbook.xlsx
diff --git a/01_convert_files_v0.1.ipynb → 01_convert_files.ipynb b/01_convert_files_v0.1.ipynb → 01_convert_files.ipynb
@@ -31,21 +31,21 @@
     "# Initialization parameters\n",
     "\n",
     "# Data input\n",
-    "project_path = './'\n",
+    "project_path =  '../'\n",
     "\n",
     "project_path_laser = project_path + '01_rawdata/laser computer/'\n",
     "project_path_tc    = project_path + '01_rawdata/thermocouples/'\n",
     "project_path_irga  = project_path + '01_rawdata/irga/'\n",
     "project_path_par   = project_path + '01_rawdata/PAR/'\n",
-    "\n",
+    "project_path_flow  = project_path + '01_rawdata/flow/'\n",
     "\n",
     "# Output\n",
     "project_path_output = project_path + '02_preprocessed_data/'\n",
     "\n",
     "# List of months to process\n",
     "# - If empty, all available data is processed\n",
     "# - Otherwise, specify using a string of year-month, e.g. ['2018-06'] or ['2017-03','2018-06']\n",
-    "month_list = [  ]"
+    "month_list = [ '2020-09', '2021-03' ]"
    ]
   },
   {
@@ -316,6 +316,9 @@
     "print('Thermocouple files')\n",
     "organise_files(project_path_tc, project_path_output, 'tc')\n",
     "\n",
+    "print('Thermocouple files')\n",
+    "organise_files(project_path_flow, project_path_output, 'flow')\n",
+    "\n",
     "print(\"Done...\")"
    ]
   },

diff --git a/01_rawdata/PAR/2021-03/PAR_2021_03_03_0000.dat b/01_rawdata/PAR/2021-03/PAR_2021_03_03_0000.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0000.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0000.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0100.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0100.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0200.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0200.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0300.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0300.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0400.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0400.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0500.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0500.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0600.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0600.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0700.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0700.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0800.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0800.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0900.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_0900.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1000.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1000.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1100.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1100.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1200.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1200.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1300.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1300.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1400.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1400.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1500.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1500.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1600.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1600.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1700.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1700.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1800.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1800.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1900.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_1900.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2000.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2000.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2100.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2100.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2200.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2200.dat
diff --git a/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2300.dat b/01_rawdata/flow/2021-03/CR1000_FlowData_2021_03_03_2300.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0000.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0000.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0100.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0100.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0200.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0200.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0300.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0300.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0400.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0400.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0500.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0500.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0600.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0600.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0700.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0700.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0800.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0800.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0900.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_0900.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1000.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1000.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1100.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1100.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1200.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1200.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1300.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1300.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1400.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1400.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1500.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1500.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1600.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1600.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1700.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1700.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1800.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1800.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1900.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_1900.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2000.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2000.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2100.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2100.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2200.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2200.dat
diff --git a/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2300.dat b/01_rawdata/irga/2021-03/CR1000_Data_dropbox_2021_03_03_2300.dat
diff --git a/01_rawdata/laser computer/2021-03/210303_000001.str b/01_rawdata/laser computer/2021-03/210303_000001.str
diff --git a/01_rawdata/thermocouples/2021-03/CR1000_TcrafatData_2021_03_03_0001.dat b/01_rawdata/thermocouples/2021-03/CR1000_TcrafatData_2021_03_03_0001.dat
@@ -0,0 +1,64 @@
+"TOA5","CR1000","CR1000","72154","CR1000.Std.28","CPU:Rafat_21_10_2020_Jonathan.CR1","4579","TcrafatData"
+"TIMESTAMP","RECORD","TcRafat_Avg(1)","TcRafat_Avg(2)","TcRafat_Avg(3)","TcRafat_Avg(4)","TcRafat_Avg(5)","TcRafat_Avg(6)"
+"TS","RN","","","","","",""
+"","","Avg","Avg","Avg","Avg","Avg","Avg"
+"2021-03-03 00:01:00",32162,4.887798,4.972999,5.809385,5.153212,"NAN",19.27426
+"2021-03-03 00:02:00",32163,4.875989,4.944618,5.739007,4.866552,"NAN",19.37597
+"2021-03-03 00:03:00",32164,4.911986,4.96365,6.153893,5.458432,"NAN",19.35068
+"2021-03-03 00:04:00",32165,4.93149,4.986938,6.138694,5.462463,"NAN",19.3308
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+"2021-03-03 00:06:00",32167,4.996054,5.044953,5.774806,5.217249,"NAN",19.40595
+"2021-03-03 00:07:00",32168,5.017364,5.048592,5.832177,5.38503,"NAN",19.32605
+"2021-03-03 00:08:00",32169,5.021097,5.055207,5.88915,5.364921,"NAN",19.32009
+"2021-03-03 00:09:00",32170,5.306912,5.799657,5.774899,5.25772,"NAN",19.30771
+"2021-03-03 00:10:00",32171,5.616665,5.930863,5.671928,5.379183,"NAN",19.36676
+"2021-03-03 00:11:00",32172,5.400352,5.788611,5.506473,5.108855,"NAN",19.41183
+"2021-03-03 00:12:00",32173,5.444827,5.740245,5.198774,4.796838,"NAN",19.40588
+"2021-03-03 00:13:00",32174,5.205753,5.591158,4.814778,4.704677,"NAN",19.3342
+"2021-03-03 00:14:00",32175,5.082685,5.584186,4.801355,4.770162,"NAN",19.41431
+"2021-03-03 00:15:00",32176,5.097629,5.671972,4.803503,4.771754,"NAN",19.36017
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+"2021-03-03 00:18:00",32179,5.208621,5.58488,4.790911,4.748375,"NAN",19.2879
+"2021-03-03 00:19:00",32180,5.252335,5.791091,4.808294,4.747888,"NAN",19.39941
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+"2021-03-03 00:24:00",32185,4.915203,5.559202,5.453028,4.857241,"NAN",19.39112
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+"2021-03-03 00:30:00",32191,5.090472,5.896247,5.619536,5.081226,"NAN",19.41049
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+"2021-03-03 00:36:00",32197,4.89823,5.116685,4.413508,4.061262,"NAN",19.27847
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+"2021-03-03 00:45:00",32206,4.256217,4.753765,4.189529,3.730041,"NAN",19.30547
+"2021-03-03 00:46:00",32207,4.220478,4.605643,4.269205,3.749056,"NAN",19.3282
+"2021-03-03 00:47:00",32208,4.423644,5.009468,4.55392,3.920709,"NAN",19.35267
+"2021-03-03 00:48:00",32209,4.239811,4.707355,4.48958,4.003947,"NAN",19.30871
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+"2021-03-03 00:52:00",32213,4.656786,5.478608,4.806728,4.296793,"NAN",19.31911
+"2021-03-03 00:53:00",32214,4.699234,5.414724,4.616635,4.171968,"NAN",19.3234
+"2021-03-03 00:54:00",32215,4.692707,5.229621,4.679094,4.298247,"NAN",19.28118
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+"2021-03-03 00:57:00",32218,4.483991,4.879345,4.326091,3.95722,"NAN",19.38679
+"2021-03-03 00:58:00",32219,4.323047,4.752394,4.258514,3.874694,"NAN",19.21409
+"2021-03-03 00:59:00",32220,4.439461,4.877159,4.325428,3.955995,"NAN",19.31877
+"2021-03-03 01:00:00",32221,4.283472,4.77299,4.24778,3.867928,"NAN",19.29865
diff --git a/01_rawdata/thermocouples/2021-03/CR1000_TcrafatData_2021_03_03_0101.dat b/01_rawdata/thermocouples/2021-03/CR1000_TcrafatData_2021_03_03_0101.dat
@@ -0,0 +1,64 @@
+"TOA5","CR1000","CR1000","72154","CR1000.Std.28","CPU:Rafat_21_10_2020_Jonathan.CR1","4579","TcrafatData"
+"TIMESTAMP","RECORD","TcRafat_Avg(1)","TcRafat_Avg(2)","TcRafat_Avg(3)","TcRafat_Avg(4)","TcRafat_Avg(5)","TcRafat_Avg(6)"
+"TS","RN","","","","","",""
+"","","Avg","Avg","Avg","Avg","Avg","Avg"
+"2021-03-03 01:01:00",32222,4.121201,4.124926,4.325787,3.930639,"NAN",19.19504
+"2021-03-03 01:02:00",32223,4.100489,4.137957,4.196366,3.846459,"NAN",19.32348
+"2021-03-03 01:03:00",32224,4.094804,4.138597,4.110583,3.763441,"NAN",19.27143
+"2021-03-03 01:04:00",32225,4.082571,4.147702,4.036035,3.649122,"NAN",19.3153
+"2021-03-03 01:05:00",32226,4.050353,4.13225,4.097212,3.604208,"NAN",19.36988
+"2021-03-03 01:06:00",32227,4.043534,4.131416,4.152283,3.624974,"NAN",19.34549
+"2021-03-03 01:07:00",32228,4.033916,4.129366,4.201585,3.683291,"NAN",19.32307
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+"2021-03-03 01:10:00",32231,4.395204,4.979799,4.218304,3.828947,"NAN",19.19176
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+"2021-03-03 01:12:00",32233,4.413272,4.938771,4.38114,3.865997,"NAN",19.31428
+"2021-03-03 01:13:00",32234,4.296438,4.561473,3.618836,3.660444,"NAN",19.27164
+"2021-03-03 01:14:00",32235,4.386424,4.666399,3.502805,3.573857,"NAN",19.2364
+"2021-03-03 01:15:00",32236,4.249381,4.501292,3.509299,3.572391,"NAN",19.17432
+"2021-03-03 01:16:00",32237,3.920438,4.151293,3.510308,3.564782,"NAN",19.21416
+"2021-03-03 01:17:00",32238,3.740002,3.982006,3.504342,3.550796,"NAN",19.30845
+"2021-03-03 01:18:00",32239,3.665329,3.92225,3.501596,3.542339,"NAN",19.23348
+"2021-03-03 01:19:00",32240,3.73665,4.004376,3.503401,3.508071,"NAN",19.14702
+"2021-03-03 01:20:00",32241,3.668785,3.947434,3.51591,3.484796,"NAN",19.29586
+"2021-03-03 01:21:00",32242,3.553863,3.842816,3.712273,3.343896,"NAN",19.18159
+"2021-03-03 01:22:00",32243,3.534117,3.766503,3.675728,3.291893,"NAN",19.21598
+"2021-03-03 01:23:00",32244,3.460043,3.77774,3.660897,3.296906,"NAN",19.24711
+"2021-03-03 01:24:00",32245,3.431987,3.773814,3.638337,3.296734,"NAN",19.23367
+"2021-03-03 01:25:00",32246,3.457888,3.853298,3.576664,3.151184,"NAN",19.16211
+"2021-03-03 01:26:00",32247,3.509049,3.97055,3.597398,3.175875,"NAN",19.2348
+"2021-03-03 01:27:00",32248,3.609139,4.113791,3.594093,3.183532,"NAN",19.23779
+"2021-03-03 01:28:00",32249,3.51145,4.109026,3.674442,3.219482,"NAN",19.25688
+"2021-03-03 01:29:00",32250,3.595808,3.927041,3.726593,3.339298,"NAN",19.26283
+"2021-03-03 01:30:00",32251,3.703239,4.017228,3.647562,3.340453,"NAN",19.21963
+"2021-03-03 01:31:00",32252,3.771819,4.020326,3.611516,3.285882,"NAN",19.19111
+"2021-03-03 01:32:00",32253,3.675022,3.89305,3.493576,3.165534,"NAN",19.19698
+"2021-03-03 01:33:00",32254,3.597638,3.857564,3.447767,3.08325,"NAN",19.22589
+"2021-03-03 01:34:00",32255,3.580861,3.833886,3.494305,3.146456,"NAN",19.17752
+"2021-03-03 01:35:00",32256,3.479001,3.722538,3.442034,3.151395,"NAN",19.22468
+"2021-03-03 01:36:00",32257,3.465673,3.733111,3.456518,3.090676,"NAN",19.16001
+"2021-03-03 01:37:00",32258,3.446416,3.725998,3.460786,3.131881,"NAN",19.14531
+"2021-03-03 01:38:00",32259,3.29256,3.574358,3.360596,3.054035,"NAN",19.174
+"2021-03-03 01:39:00",32260,3.285308,3.555052,3.284988,2.973119,"NAN",19.19756
+"2021-03-03 01:40:00",32261,3.319936,3.60362,3.266348,2.970275,"NAN",19.12619
+"2021-03-03 01:41:00",32262,3.3027,3.578516,3.277903,2.950419,"NAN",19.12326
+"2021-03-03 01:42:00",32263,3.520329,3.814816,3.272928,2.8893,"NAN",19.18601
+"2021-03-03 01:43:00",32264,3.58076,3.85971,3.352888,2.940157,"NAN",19.21605
+"2021-03-03 01:44:00",32265,3.547926,3.855876,3.631982,3.153689,"NAN",19.21718
+"2021-03-03 01:45:00",32266,3.477137,4.111593,3.838219,3.415987,"NAN",19.20065
+"2021-03-03 01:46:00",32267,3.624502,4.135666,3.888598,3.509753,"NAN",19.12153
+"2021-03-03 01:47:00",32268,3.586053,4.388135,3.933886,3.535268,"NAN",19.12675
+"2021-03-03 01:48:00",32269,3.719745,4.545834,4.061705,3.589355,"NAN",19.13889
+"2021-03-03 01:49:00",32270,3.749748,4.621174,4.171715,3.771149,"NAN",19.12908
+"2021-03-03 01:50:00",32271,3.97787,4.65447,4.110099,3.767247,"NAN",19.20261
+"2021-03-03 01:51:00",32272,3.919364,4.637246,4.152815,3.801987,"NAN",19.13238
+"2021-03-03 01:52:00",32273,3.676082,4.702877,4.251136,3.979496,"NAN",19.12771
+"2021-03-03 01:53:00",32274,3.655049,4.768768,4.294725,3.858822,"NAN",19.04535
+"2021-03-03 01:54:00",32275,3.835334,4.795558,4.300818,3.781918,"NAN",19.10237
+"2021-03-03 01:55:00",32276,3.857206,4.83758,4.393345,3.950052,"NAN",19.12208
+"2021-03-03 01:56:00",32277,3.993659,4.773696,4.391151,4.022501,"NAN",19.16916
+"2021-03-03 01:57:00",32278,3.913078,4.816918,4.357673,3.926962,"NAN",19.11324
+"2021-03-03 01:58:00",32279,4.057772,4.84214,4.416,4.017607,"NAN",19.21677
+"2021-03-03 01:59:00",32280,4.088682,4.752178,4.471651,3.915427,"NAN",19.21346
+"2021-03-03 02:00:00",32281,4.137392,4.685045,4.412843,3.964215,"NAN",19.09521
diff --git a/01_rawdata/thermocouples/2021-03/CR1000_TcrafatData_2021_03_03_0201.dat b/01_rawdata/thermocouples/2021-03/CR1000_TcrafatData_2021_03_03_0201.dat
@@ -0,0 +1,64 @@
+"TOA5","CR1000","CR1000","72154","CR1000.Std.28","CPU:Rafat_21_10_2020_Jonathan.CR1","4579","TcrafatData"
+"TIMESTAMP","RECORD","TcRafat_Avg(1)","TcRafat_Avg(2)","TcRafat_Avg(3)","TcRafat_Avg(4)","TcRafat_Avg(5)","TcRafat_Avg(6)"
+"TS","RN","","","","","",""
+"","","Avg","Avg","Avg","Avg","Avg","Avg"
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+"2021-03-03 02:02:00",32283,3.710405,3.753768,4.380181,4.128922,"NAN",19.04284
+"2021-03-03 02:03:00",32284,3.726839,3.778667,4.307234,4.008503,"NAN",19.13904
+"2021-03-03 02:04:00",32285,3.7296,3.795738,4.229975,3.925579,"NAN",19.16327
+"2021-03-03 02:05:00",32286,3.72422,3.794943,4.139611,3.844791,"NAN",19.05586
+"2021-03-03 02:06:00",32287,3.722079,3.805564,4.085661,3.758562,"NAN",19.03567
+"2021-03-03 02:07:00",32288,3.717986,3.794289,4.162366,3.68388,"NAN",19.07551
+"2021-03-03 02:08:00",32289,3.70805,3.800951,4.070702,3.683473,"NAN",19.13982
+"2021-03-03 02:09:00",32290,4.106487,4.447866,4.071854,3.615458,"NAN",19.08006
+"2021-03-03 02:10:00",32291,3.920594,4.282308,3.942177,3.647702,"NAN",19.08411
+"2021-03-03 02:11:00",32292,3.91393,4.256519,3.852082,3.545105,"NAN",19.07268
+"2021-03-03 02:12:00",32293,3.889514,4.177695,3.772334,3.428899,"NAN",19.09148
+"2021-03-03 02:13:00",32294,3.767964,4.012324,3.229875,3.39185,"NAN",19.14812
+"2021-03-03 02:14:00",32295,3.675391,3.955644,3.151412,3.36298,"NAN",19.07006
+"2021-03-03 02:15:00",32296,3.53952,3.864959,3.142243,3.343714,"NAN",19.03858
+"2021-03-03 02:16:00",32297,3.734371,3.998733,3.121115,3.338323,"NAN",19.1979
+"2021-03-03 02:17:00",32298,3.590912,3.866707,3.114438,3.317666,"NAN",19.09384
+"2021-03-03 02:18:00",32299,3.546703,3.808594,3.117858,3.307019,"NAN",19.13879
+"2021-03-03 02:19:00",32300,3.49833,3.748695,3.081131,3.284575,"NAN",19.08264
+"2021-03-03 02:20:00",32301,3.407135,3.667031,3.11215,3.241081,"NAN",19.07463
+"2021-03-03 02:21:00",32302,3.234406,3.674568,3.35051,2.989694,"NAN",19.03282
+"2021-03-03 02:22:00",32303,3.465847,3.729316,3.35078,2.983607,"NAN",19.05412
+"2021-03-03 02:23:00",32304,3.446984,3.746894,3.453497,3.121777,"NAN",19.12604
+"2021-03-03 02:24:00",32305,3.503819,3.821852,3.409881,2.990222,"NAN",19.10131
+"2021-03-03 02:25:00",32306,3.308206,3.810202,3.350921,2.849314,"NAN",19.03701
+"2021-03-03 02:26:00",32307,3.436572,3.910021,3.527011,3.148244,"NAN",19.08845
+"2021-03-03 02:27:00",32308,3.333869,3.887858,3.456966,3.051145,"NAN",19.11418
+"2021-03-03 02:28:00",32309,3.520358,3.805045,3.41648,2.971809,"NAN",18.89387
+"2021-03-03 02:29:00",32310,3.566138,3.838196,3.276477,2.984877,"NAN",19.00754
+"2021-03-03 02:30:00",32311,3.464639,3.717448,3.199048,2.924526,"NAN",19.07504
+"2021-03-03 02:31:00",32312,3.30462,3.68855,3.364058,2.938767,"NAN",19.14372
+"2021-03-03 02:32:00",32313,3.372258,3.747446,3.364721,2.996716,"NAN",19.13036
+"2021-03-03 02:33:00",32314,3.258011,3.63667,3.291834,3.001135,"NAN",19.08109
+"2021-03-03 02:34:00",32315,3.248695,3.834606,3.263489,2.822284,"NAN",19.05267
+"2021-03-03 02:35:00",32316,3.388811,3.992923,3.243455,2.805501,"NAN",19.08615
+"2021-03-03 02:36:00",32317,3.106802,3.971271,3.342052,2.754274,"NAN",19.11086
+"2021-03-03 02:37:00",32318,3.359559,3.893838,3.402261,2.813534,"NAN",19.04762
+"2021-03-03 02:38:00",32319,3.407829,3.961591,3.273948,2.79473,"NAN",19.03061
+"2021-03-03 02:39:00",32320,3.470812,3.989101,3.433821,2.887058,"NAN",19.0654
+"2021-03-03 02:40:00",32321,3.46247,3.962579,3.440093,2.914361,"NAN",18.98248
+"2021-03-03 02:41:00",32322,3.487946,4.164606,3.395554,2.973643,"NAN",19.09881
+"2021-03-03 02:42:00",32323,3.394749,4.099036,3.42918,3.014236,"NAN",18.96267
+"2021-03-03 02:43:00",32324,3.402711,4.116712,3.632656,3.075721,"NAN",19.00759
+"2021-03-03 02:44:00",32325,3.403588,4.190466,3.610138,3.075131,"NAN",18.95872
+"2021-03-03 02:45:00",32326,3.473612,4.125707,3.554175,3.190868,"NAN",19.00894
+"2021-03-03 02:46:00",32327,3.957798,4.234024,3.265842,2.979901,"NAN",19.10639
+"2021-03-03 02:47:00",32328,3.754957,3.963066,3.136085,2.857804,"NAN",18.89412
+"2021-03-03 02:48:00",32329,3.611258,3.837211,3.080762,2.792943,"NAN",18.89597
+"2021-03-03 02:49:00",32330,3.447004,3.675394,3.095197,2.768494,"NAN",18.9745
+"2021-03-03 02:50:00",32331,3.306488,3.559205,3.102228,2.77597,"NAN",19.04431
+"2021-03-03 02:51:00",32332,3.311214,3.574696,3.182267,2.90254,"NAN",19.03942
+"2021-03-03 02:52:00",32333,3.247673,3.505198,3.156426,2.908096,"NAN",18.89969
+"2021-03-03 02:53:00",32334,3.242034,3.51263,3.036004,2.755274,"NAN",19.00611
+"2021-03-03 02:54:00",32335,3.052531,3.438288,3.028446,2.664084,"NAN",19.07406
+"2021-03-03 02:55:00",32336,3.081164,3.60351,2.917209,2.55793,"NAN",19.02947
+"2021-03-03 02:56:00",32337,3.007386,3.449256,2.954074,2.45013,"NAN",18.96133
+"2021-03-03 02:57:00",32338,3.213357,3.756449,3.071451,2.508569,"NAN",18.95969
+"2021-03-03 02:58:00",32339,3.334657,3.90397,3.180911,2.600152,"NAN",19.01962
+"2021-03-03 02:59:00",32340,3.269915,4.089674,3.331695,2.702392,"NAN",19.01162
+"2021-03-03 03:00:00",32341,3.462277,4.251998,3.422664,2.808618,"NAN",18.95349