regen_id,timestamp,reactor_id,catalyst_id,cycle_number,regen_temp_f,oxygen_pct,regen_duration_hr,coke_burnoff_efficiency,regeneration_efficiency,thermal_damage_factor
REG-RX-000001-0001,2020-03-10T00:00:00,RX-000001,CAT-0000001,1,1043.83,3.028,23.62,0.86331,0.91063,0.04878
REG-RX-000001-0002,2020-05-02T00:00:00,RX-000001,CAT-0000001,2,1048.84,4.3126,16.39,0.88187,0.88565,0.03151
REG-RX-000001-0003,2020-08-28T00:00:00,RX-000001,CAT-0000001,3,1079.09,3.7366,11.86,0.86784,0.87572,0.05537
REG-RX-000001-0004,2020-11-28T00:00:00,RX-000001,CAT-0000001,4,1031.98,4.5345,23.98,0.9397,0.84524,0.04503
REG-RX-000002-0001,2020-08-10T00:00:00,RX-000002,CAT-0000002,1,398.6,3.6982,28.36,0.85089,0.88108,0.02756
REG-RX-000003-0001,2020-12-25T00:00:00,RX-000003,CAT-0000003,1,724.75,3.7557,14.14,0.83435,0.86941,0.0311
REG-RX-000004-0001,2020-08-22T00:00:00,RX-000004,CAT-0000004,1,715.13,4.1061,19.68,0.89505,0.91161,0.03355
REG-RX-000005-0001,2020-03-23T00:00:00,RX-000005,CAT-0000005,1,1037.26,3.4015,25.0,0.88798,0.86548,0.01131
REG-RX-000005-0002,2020-05-28T00:00:00,RX-000005,CAT-0000005,2,1044.7,2.1118,17.74,0.69715,0.88861,0.02361
REG-RX-000005-0003,2020-07-31T00:00:00,RX-000005,CAT-0000005,3,1020.65,3.3368,24.89,0.88213,0.87657,0.02519
REG-RX-000005-0004,2020-10-03T00:00:00,RX-000005,CAT-0000005,4,1029.0,3.8229,31.64,0.89055,0.86656,0.05262
REG-RX-000005-0005,2020-11-22T00:00:00,RX-000005,CAT-0000005,5,1004.93,3.4331,26.47,0.94151,0.87734,0.05677
REG-RX-000006-0001,2020-09-18T00:00:00,RX-000006,CAT-0000006,1,790.44,3.5443,22.58,0.99,0.8916,0.02772
REG-RX-000007-0001,2020-09-01T00:00:00,RX-000007,CAT-0000007,1,1614.31,5.1206,17.17,0.95959,0.91801,0.04001
REG-RX-000008-0001,2020-06-01T00:00:00,RX-000008,CAT-0000008,1,773.37,4.3222,27.98,0.93122,0.90634,0.01724
REG-RX-000008-0002,2020-09-07T00:00:00,RX-000008,CAT-0000008,2,734.28,4.4138,14.29,0.82708,0.87611,0.04666
REG-RX-000009-0001,2020-05-05T00:00:00,RX-000009,CAT-0000009,1,941.21,4.2594,30.75,0.8556,0.878,0.02122
REG-RX-000009-0002,2020-11-07T00:00:00,RX-000009,CAT-0000009,2,941.34,5.0673,24.12,0.91469,0.8739,0.0404
REG-RX-000010-0001,2020-04-18T00:00:00,RX-000010,CAT-0000010,1,441.51,4.8148,29.98,0.94416,0.89311,0.02031
REG-RX-000010-0002,2020-10-12T00:00:00,RX-000010,CAT-0000010,2,424.0,4.3536,15.5,0.91649,0.89945,0.03723
REG-RX-000011-0001,2020-08-01T00:00:00,RX-000011,CAT-0000011,1,759.31,3.3547,16.66,0.89737,0.89297,0.03041
REG-RX-000012-0001,2020-04-12T00:00:00,RX-000012,CAT-0000012,1,874.61,3.5962,20.95,0.84465,0.86631,0.02696
REG-RX-000012-0002,2020-12-27T00:00:00,RX-000012,CAT-0000012,2,786.05,2.7068,22.98,0.81063,0.90665,0.03689
REG-RX-000013-0001,2020-08-13T00:00:00,RX-000013,CAT-0000013,1,766.95,3.5419,25.98,0.88946,0.85227,0.02954
REG-RX-000014-0001,2020-08-26T00:00:00,RX-000014,CAT-0000014,1,723.2,4.056,16.75,0.89829,0.92833,0.03326
REG-RX-000015-0001,2020-05-19T00:00:00,RX-000015,CAT-0000015,1,837.73,3.0874,17.97,0.80141,0.90346,0.02455
REG-RX-000015-0002,2020-11-20T00:00:00,RX-000015,CAT-0000015,2,808.17,3.4567,30.87,0.9355,0.85322,0.06138
REG-RX-000016-0001,2020-04-29T00:00:00,RX-000016,CAT-0000016,1,1035.32,3.8251,14.12,0.92612,0.9147,0.01753
REG-RX-000016-0002,2020-08-21T00:00:00,RX-000016,CAT-0000016,2,1020.22,2.5343,29.47,0.88149,0.88442,0.02437
REG-RX-000016-0003,2020-11-10T00:00:00,RX-000016,CAT-0000016,3,1029.33,4.051,18.71,0.86278,0.84992,0.0526
REG-RX-000017-0001,2020-04-06T00:00:00,RX-000017,CAT-0000017,1,216.07,2.9905,17.31,0.90869,0.90593,0.03865
REG-RX-000017-0002,2020-06-20T00:00:00,RX-000017,CAT-0000017,2,283.1,4.4758,25.0,0.83333,0.88231,0.04543
REG-RX-000017-0003,2020-09-04T00:00:00,RX-000017,CAT-0000017,3,252.02,3.6012,18.3,0.92628,0.8379,0.04572
REG-RX-000017-0004,2020-12-05T00:00:00,RX-000017,CAT-0000017,4,252.04,3.2642,19.09,0.99,0.85623,0.04313
REG-RX-000018-0001,2020-02-17T00:00:00,RX-000018,CAT-0000018,1,1065.86,4.72,22.91,0.83368,0.86539,0.02005
REG-RX-000018-0002,2020-04-12T00:00:00,RX-000018,CAT-0000018,2,996.34,4.3933,18.58,0.86892,0.87024,0.02914
REG-RX-000018-0003,2020-06-05T00:00:00,RX-000018,CAT-0000018,3,1030.09,3.8885,21.18,0.87332,0.84352,0.05247
REG-RX-000018-0004,2020-07-22T00:00:00,RX-000018,CAT-0000018,4,1017.69,1.8849,22.36,0.85234,0.83589,0.08456
REG-RX-000018-0005,2020-09-09T00:00:00,RX-000018,CAT-0000018,5,1062.44,4.4014,25.94,0.91002,0.82066,0.07578
REG-RX-000018-0006,2020-10-26T00:00:00,RX-000018,CAT-0000018,6,1025.07,4.2818,24.64,0.85555,0.85823,0.08026
REG-RX-000018-0007,2020-12-23T00:00:00,RX-000018,CAT-0000018,7,1035.3,3.2924,29.28,0.9248,0.82557,0.09532
REG-RX-000019-0001,2020-06-13T00:00:00,RX-000019,CAT-0000019,1,771.76,3.1284,26.45,0.83269,0.935,0.03828
REG-RX-000020-0001,2020-05-13T00:00:00,RX-000020,CAT-0000020,1,1011.83,4.046,17.69,0.80672,0.91914,0.03308
REG-RX-000020-0002,2020-10-30T00:00:00,RX-000020,CAT-0000020,2,1064.28,4.4326,16.41,0.89512,0.90396,0.04525
REG-RX-000021-0001,2020-09-01T00:00:00,RX-000021,CAT-0000021,1,718.93,2.9265,22.41,0.88419,0.87629,0.02595
REG-RX-000022-0001,2020-07-23T00:00:00,RX-000022,CAT-0000022,1,951.62,3.5622,23.3,0.9433,0.89585,0.0267
REG-RX-000022-0002,2020-12-28T00:00:00,RX-000022,CAT-0000022,2,947.85,5.4721,20.19,0.82658,0.88312,0.03545
REG-RX-000023-0001,2020-05-02T00:00:00,RX-000023,CAT-0000023,1,398.4,2.4165,27.77,0.83019,0.90899,0.02543
REG-RX-000023-0002,2020-09-14T00:00:00,RX-000023,CAT-0000023,2,364.56,4.9804,32.81,0.86306,0.87161,0.03965
REG-RX-000024-0001,2020-05-31T00:00:00,RX-000024,CAT-0000024,1,993.54,3.8927,24.36,0.80664,0.85171,0.03189
REG-RX-000024-0002,2020-10-09T00:00:00,RX-000024,CAT-0000024,2,997.52,4.7286,28.19,0.88015,0.92176,0.04118
REG-RX-000025-0001,2020-05-24T00:00:00,RX-000025,CAT-0000025,1,1051.97,4.4718,26.89,0.90298,0.90949,0.04384
REG-RX-000025-0002,2020-07-26T00:00:00,RX-000025,CAT-0000025,2,1062.76,5.5091,22.5,0.94348,0.91246,0.03982
REG-RX-000025-0003,2020-10-12T00:00:00,RX-000025,CAT-0000025,3,1007.74,3.3273,26.56,0.82995,0.87027,0.0608
REG-RX-000025-0004,2020-12-19T00:00:00,RX-000025,CAT-0000025,4,1053.02,3.5346,22.66,0.92975,0.86862,0.05901
REG-RX-000026-0001,2020-06-19T00:00:00,RX-000026,CAT-0000026,1,840.65,2.9572,18.63,0.84252,0.92465,0.02023
REG-RX-000026-0002,2020-10-18T00:00:00,RX-000026,CAT-0000026,2,838.58,4.6605,30.81,0.82633,0.87293,0.02785
REG-RX-000027-0001,2020-04-07T00:00:00,RX-000027,CAT-0000027,1,234.12,4.234,26.38,0.92942,0.91437,0.02758
REG-RX-000027-0002,2020-06-14T00:00:00,RX-000027,CAT-0000027,2,216.88,2.6966,22.5,0.89791,0.90446,0.02955
REG-RX-000027-0003,2020-09-26T00:00:00,RX-000027,CAT-0000027,3,281.42,3.143,19.61,0.98922,0.85048,0.05831
REG-RX-000027-0004,2020-12-30T00:00:00,RX-000027,CAT-0000027,4,231.74,5.5267,28.25,0.83531,0.85681,0.05696
REG-RX-000028-0001,2020-04-19T00:00:00,RX-000028,CAT-0000028,1,885.92,5.4006,22.06,0.90655,0.85327,0.03817
REG-RX-000028-0002,2020-09-16T00:00:00,RX-000028,CAT-0000028,2,855.56,3.404,22.99,0.99,0.88267,0.03
REG-RX-000028-0003,2020-11-18T00:00:00,RX-000028,CAT-0000028,3,850.13,3.1255,11.65,0.88087,0.85174,0.05498
REG-RX-000029-0001,2020-03-03T00:00:00,RX-000029,CAT-0000029,1,952.94,3.1715,22.49,0.94236,0.88338,0.03236
REG-RX-000029-0002,2020-10-16T00:00:00,RX-000029,CAT-0000029,2,1028.47,3.327,31.63,0.86552,0.87967,0.04446
REG-RX-000030-0001,2020-04-29T00:00:00,RX-000030,CAT-0000030,1,927.47,4.1084,27.67,0.86685,0.89511,0.03049
REG-RX-000030-0002,2020-08-19T00:00:00,RX-000030,CAT-0000030,2,824.78,3.6002,22.72,0.84801,0.87977,0.04374
REG-RX-000031-0001,2020-06-17T00:00:00,RX-000031,CAT-0000031,1,976.11,3.0637,16.86,0.78785,0.87892,0.04195
REG-RX-000031-0002,2020-11-29T00:00:00,RX-000031,CAT-0000031,2,982.8,3.8354,20.55,0.8624,0.89325,0.02203
REG-RX-000032-0001,2020-05-17T00:00:00,RX-000032,CAT-0000032,1,926.01,3.7293,25.95,0.91515,0.88234,0.03612
REG-RX-000032-0002,2020-08-24T00:00:00,RX-000032,CAT-0000032,2,958.99,3.2632,27.04,0.80006,0.87723,0.04113
REG-RX-000033-0001,2020-04-05T00:00:00,RX-000033,CAT-0000033,1,262.9,1.708,21.2,0.96181,0.88744,0.03383
REG-RX-000033-0002,2020-07-20T00:00:00,RX-000033,CAT-0000033,2,236.95,3.641,26.23,0.78303,0.888,0.03251
REG-RX-000033-0003,2020-12-04T00:00:00,RX-000033,CAT-0000033,3,293.11,3.9827,20.15,0.94206,0.84014,0.05286
REG-RX-000034-0001,2020-07-27T00:00:00,RX-000034,CAT-0000034,1,854.53,4.244,22.77,0.89481,0.9754,0.04236
REG-RX-000035-0001,2020-06-07T00:00:00,RX-000035,CAT-0000035,1,871.71,2.9252,20.84,0.93248,0.89323,0.03464
REG-RX-000035-0002,2020-12-09T00:00:00,RX-000035,CAT-0000035,2,909.2,4.6176,25.06,0.93693,0.90741,0.02343
REG-RX-000036-0001,2020-12-19T00:00:00,RX-000036,CAT-0000036,1,1600.96,4.7496,17.43,0.84513,0.87988,0.02111
REG-RX-000037-0001,2020-04-29T00:00:00,RX-000037,CAT-0000037,1,406.59,2.986,24.49,0.85529,0.91205,0.03284
REG-RX-000037-0002,2020-11-11T00:00:00,RX-000037,CAT-0000037,2,409.83,3.774,27.66,0.83419,0.81337,0.02557
REG-RX-000038-0001,2020-08-02T00:00:00,RX-000038,CAT-0000038,1,778.82,3.8597,35.16,0.87904,0.88487,0.02531
REG-RX-000039-0001,2020-04-07T00:00:00,RX-000039,CAT-0000039,1,271.34,3.8738,21.09,0.80669,0.89659,0.05296
REG-RX-000039-0002,2020-07-27T00:00:00,RX-000039,CAT-0000039,2,285.2,2.2116,22.1,0.89698,0.90497,0.03436
REG-RX-000039-0003,2020-11-20T00:00:00,RX-000039,CAT-0000039,3,270.68,3.4976,14.46,0.94647,0.88383,0.06499
REG-RX-000040-0001,2020-06-19T00:00:00,RX-000040,CAT-0000040,1,898.88,3.5021,19.38,0.83461,0.89915,0.02032
REG-RX-000040-0002,2020-12-27T00:00:00,RX-000040,CAT-0000040,2,854.73,4.2846,26.44,0.88102,0.87445,0.05188
REG-RX-000041-0001,2020-06-20T00:00:00,RX-000041,CAT-0000041,1,271.43,2.9677,12.18,0.85635,0.88819,0.05196
REG-RX-000041-0002,2020-11-18T00:00:00,RX-000041,CAT-0000041,2,240.8,4.2127,23.59,0.88523,0.85634,0.03401
REG-RX-000042-0001,2020-02-22T00:00:00,RX-000042,CAT-0000042,1,836.49,3.8626,14.47,0.86639,0.91423,0.02267
REG-RX-000042-0002,2020-06-14T00:00:00,RX-000042,CAT-0000042,2,823.32,3.6848,15.02,0.98329,0.88682,0.03128
REG-RX-000043-0001,2020-07-20T00:00:00,RX-000043,CAT-0000043,1,739.0,3.4458,27.31,0.87943,0.87354,0.03079
REG-RX-000044-0001,2020-09-05T00:00:00,RX-000044,CAT-0000044,1,1030.71,4.6634,24.88,0.91057,0.90271,0.02615
REG-RX-000045-0001,2020-09-17T00:00:00,RX-000045,CAT-0000045,1,851.75,4.5564,18.63,0.89192,0.88051,0.03543
REG-RX-000046-0001,2020-07-21T00:00:00,RX-000046,CAT-0000046,1,964.66,3.8866,19.13,0.92908,0.84943,0.03357
REG-RX-000047-0001,2020-04-10T00:00:00,RX-000047,CAT-0000047,1,153.95,3.6131,25.45,0.77885,0.89499,0.03603
REG-RX-000047-0002,2020-07-04T00:00:00,RX-000047,CAT-0000047,2,222.64,2.73,18.39,0.8922,0.85237,0.04563
REG-RX-000047-0003,2020-09-26T00:00:00,RX-000047,CAT-0000047,3,220.4,2.6877,25.31,0.91526,0.87839,0.0513
REG-RX-000047-0004,2020-12-30T00:00:00,RX-000047,CAT-0000047,4,233.7,5.5683,17.15,0.8243,0.88624,0.06404
REG-RX-000049-0001,2020-07-04T00:00:00,RX-000049,CAT-0000049,1,1019.83,4.7267,22.66,0.91678,0.86975,0.02581
REG-RX-000049-0002,2020-11-08T00:00:00,RX-000049,CAT-0000049,2,996.01,4.6931,16.72,0.83672,0.90254,0.04073
REG-RX-000050-0001,2020-02-20T00:00:00,RX-000050,CAT-0000050,1,1018.6,2.8671,27.06,0.95221,0.88765,0.0293
REG-RX-000050-0002,2020-06-14T00:00:00,RX-000050,CAT-0000050,2,1055.26,3.932,25.29,0.86018,0.88326,0.05067
REG-RX-000050-0003,2020-08-06T00:00:00,RX-000050,CAT-0000050,3,1028.93,4.5979,25.6,0.91647,0.83926,0.05175
REG-RX-000050-0004,2020-10-17T00:00:00,RX-000050,CAT-0000050,4,1049.75,3.0361,17.54,0.8705,0.89469,0.04569
REG-RX-000050-0005,2020-12-06T00:00:00,RX-000050,CAT-0000050,5,1045.74,4.0725,25.81,0.89035,0.82491,0.06819