From 6379dfa7fb65bfedaf9b2b5dfa7dec91724b6f10 Mon Sep 17 00:00:00 2001 From: Yeongdo Park Date: Mon, 27 Mar 2023 20:14:05 +0900 Subject: [PATCH] processing slab data and pause data --- COG-Modeling-Data/Split Furnaces.ipynb | 10126 ++++++++++++++++++++++- 1 file changed, 10027 insertions(+), 99 deletions(-) diff --git a/COG-Modeling-Data/Split Furnaces.ipynb b/COG-Modeling-Data/Split Furnaces.ipynb index 3068165..a1020d5 100644 --- a/COG-Modeling-Data/Split Furnaces.ipynb +++ b/COG-Modeling-Data/Split Furnaces.ipynb @@ -6,8 +6,8 @@ "id": "8851625c", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:51:43.718849Z", - "start_time": "2023-03-22T04:51:42.380364Z" + "end_time": "2023-03-27T02:44:36.074406Z", + "start_time": "2023-03-27T02:44:34.847284Z" } }, "outputs": [], @@ -24,12 +24,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "dab870c3", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:52:46.121198Z", - "start_time": "2023-03-22T04:52:45.831524Z" + "end_time": "2023-03-27T02:44:36.396086Z", + "start_time": "2023-03-27T02:44:36.077035Z" } }, "outputs": [], @@ -39,12 +39,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "39f50fee", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:52:51.661022Z", - "start_time": "2023-03-22T04:52:51.655045Z" + "end_time": "2023-03-27T02:44:36.411535Z", + "start_time": "2023-03-27T02:44:36.398042Z" } }, "outputs": [], @@ -54,12 +54,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "ac5fd776", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:52:51.826829Z", - "start_time": "2023-03-22T04:52:51.815831Z" + "end_time": "2023-03-27T02:44:36.431132Z", + "start_time": "2023-03-27T02:44:36.413516Z" } }, "outputs": [ @@ -98,7 +98,7 @@ " '열연가열로균열대하부WestBurner연속실적연소Gas유량'))" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -109,12 +109,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "885dd213", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:52:52.889415Z", - "start_time": "2023-03-22T04:52:52.880439Z" + "end_time": "2023-03-27T02:44:36.447307Z", + "start_time": "2023-03-27T02:44:36.432478Z" }, "scrolled": false }, @@ -125,12 +125,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "5551d7b1", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:52:55.590203Z", - "start_time": "2023-03-22T04:52:55.584163Z" + "end_time": "2023-03-27T02:44:36.454876Z", + "start_time": "2023-03-27T02:44:36.447307Z" } }, "outputs": [ @@ -140,7 +140,7 @@ "numpy.datetime64('2019-08-01T00:00:51.000')" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -151,12 +151,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "a5308e3d", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:52:58.125367Z", - "start_time": "2023-03-22T04:52:58.111403Z" + "end_time": "2023-03-27T02:44:36.466187Z", + "start_time": "2023-03-27T02:44:36.454876Z" } }, "outputs": [ @@ -166,7 +166,7 @@ "False" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -177,12 +177,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "4689abf0", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:08.160255Z", - "start_time": "2023-03-22T04:53:08.133356Z" + "end_time": "2023-03-27T02:44:36.496085Z", + "start_time": "2023-03-27T02:44:36.466187Z" } }, "outputs": [ @@ -523,7 +523,7 @@ "[246114 rows x 15 columns]" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -534,12 +534,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "b61d3d4c", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:20.101145Z", - "start_time": "2023-03-22T04:53:20.087173Z" + "end_time": "2023-03-27T02:44:36.511420Z", + "start_time": "2023-03-27T02:44:36.498043Z" } }, "outputs": [], @@ -549,12 +549,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "f7f29558", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:20.421748Z", - "start_time": "2023-03-22T04:53:20.407555Z" + "end_time": "2023-03-27T02:44:36.531037Z", + "start_time": "2023-03-27T02:44:36.513360Z" } }, "outputs": [ @@ -564,7 +564,7 @@ "[1, 2, 3, 4]" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -575,12 +575,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "dd6b75a8", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:51:44.661595Z", - "start_time": "2023-03-22T04:51:44.661595Z" + "end_time": "2023-03-27T02:44:36.723995Z", + "start_time": "2023-03-27T02:44:36.533684Z" } }, "outputs": [], @@ -594,8 +594,8 @@ "id": "b6b5ea49", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:21.943833Z", - "start_time": "2023-03-22T04:53:21.886981Z" + "end_time": "2023-03-27T02:44:36.777072Z", + "start_time": "2023-03-27T02:44:36.725994Z" }, "scrolled": false }, @@ -610,8 +610,8 @@ "id": "7db05523", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:22.275391Z", - "start_time": "2023-03-22T04:53:22.246914Z" + "end_time": "2023-03-27T02:44:36.795692Z", + "start_time": "2023-03-27T02:44:36.779068Z" }, "scrolled": false }, @@ -968,8 +968,8 @@ "id": "ef319040", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:25.371552Z", - "start_time": "2023-03-22T04:53:25.360580Z" + "end_time": "2023-03-27T02:44:36.804461Z", + "start_time": "2023-03-27T02:44:36.797674Z" } }, "outputs": [], @@ -983,8 +983,8 @@ "id": "b2148000", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:53:26.114307Z", - "start_time": "2023-03-22T04:53:26.105335Z" + "end_time": "2023-03-27T02:44:36.815245Z", + "start_time": "2023-03-27T02:44:36.804461Z" } }, "outputs": [ @@ -1005,19 +1005,19 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 16, "id": "3da89208", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T04:58:07.560304Z", - "start_time": "2023-03-22T04:58:03.726817Z" + "end_time": "2023-03-27T02:44:40.573457Z", + "start_time": "2023-03-27T02:44:36.816265Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4f4e8f631e6e455d96367c4f783a00a0", + "model_id": "b4f238ec37084f2c8197cb03f2c34f32", "version_major": 2, "version_minor": 0 }, @@ -1042,7 +1042,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b45da924e9f2496ab4032eb654449268", + "model_id": "d3954faf3f894f4a837b6e68183182e5", "version_major": 2, "version_minor": 0 }, @@ -1067,7 +1067,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "90ddd5408a50430c8a1d62996969bb79", + "model_id": "3817daa874bd4a9f8c3f84abf0557550", "version_major": 2, "version_minor": 0 }, @@ -1092,7 +1092,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "986c8d8137f8457da870aa782f4d9d0a", + "model_id": "8aac1cbfa54c476daf0929576dade63d", "version_major": 2, "version_minor": 0 }, @@ -1126,12 +1126,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 17, "id": "b414e7fa", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T06:26:48.203398Z", - "start_time": "2023-03-22T06:26:48.013863Z" + "end_time": "2023-03-27T02:44:40.792798Z", + "start_time": "2023-03-27T02:44:40.577445Z" } }, "outputs": [], @@ -1141,12 +1141,12 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 18, "id": "8fae7e8d", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T06:26:53.196628Z", - "start_time": "2023-03-22T06:26:53.142739Z" + "end_time": "2023-03-27T02:44:40.860545Z", + "start_time": "2023-03-27T02:44:40.795840Z" } }, "outputs": [ @@ -1562,7 +1562,7 @@ "[42375 rows x 43 columns]" ] }, - "execution_count": 22, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -1573,12 +1573,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 19, "id": "f6439772", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T06:27:44.123255Z", - "start_time": "2023-03-22T06:27:44.119293Z" + "end_time": "2023-03-27T02:44:40.892872Z", + "start_time": "2023-03-27T02:44:40.862537Z" } }, "outputs": [], @@ -1589,12 +1589,12 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 20, "id": "af76319d", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T06:28:56.245652Z", - "start_time": "2023-03-22T06:28:56.237676Z" + "end_time": "2023-03-27T02:44:40.905646Z", + "start_time": "2023-03-27T02:44:40.895881Z" } }, "outputs": [ @@ -1646,7 +1646,7 @@ " 'HR_C_STE_TP')" ] }, - "execution_count": 27, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -1657,12 +1657,12 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 21, "id": "71618c38", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T06:28:25.395221Z", - "start_time": "2023-03-22T06:28:25.384495Z" + "end_time": "2023-03-27T02:44:40.916510Z", + "start_time": "2023-03-27T02:44:40.909100Z" } }, "outputs": [ @@ -1683,7 +1683,7 @@ " dtype='object')" ] }, - "execution_count": 26, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -1694,12 +1694,12 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 22, "id": "324bdc04", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T07:28:36.186902Z", - "start_time": "2023-03-22T07:28:35.810028Z" + "end_time": "2023-03-27T02:44:41.424919Z", + "start_time": "2023-03-27T02:44:40.916510Z" } }, "outputs": [], @@ -1710,12 +1710,12 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 23, "id": "2b2f473f", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T07:28:38.033849Z", - "start_time": "2023-03-22T07:28:38.024904Z" + "end_time": "2023-03-27T02:44:41.446418Z", + "start_time": "2023-03-27T02:44:41.425918Z" } }, "outputs": [], @@ -1728,29 +1728,29 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 24, "id": "e496a7c4", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T07:40:36.005517Z", - "start_time": "2023-03-22T07:40:35.910751Z" + "end_time": "2023-03-27T02:44:41.526356Z", + "start_time": "2023-03-27T02:44:41.448137Z" } }, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 47, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8987a01ed50e4803999b74f318c89935", + "model_id": "99f99cc50bdd4b2db15b10fd3287a8e5", "version_major": 2, "version_minor": 0 }, @@ -1783,12 +1783,12 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 25, "id": "09a45163", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T08:23:38.917868Z", - "start_time": "2023-03-22T08:23:38.901928Z" + "end_time": "2023-03-27T02:44:41.541298Z", + "start_time": "2023-03-27T02:44:41.528333Z" } }, "outputs": [], @@ -1798,12 +1798,12 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 26, "id": "ca6c36f2", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T08:23:39.776771Z", - "start_time": "2023-03-22T08:23:39.758104Z" + "end_time": "2023-03-27T02:44:41.553615Z", + "start_time": "2023-03-27T02:44:41.544292Z" } }, "outputs": [ @@ -1813,7 +1813,7 @@ "array([ 0, 1, 2, ..., 36548, 26350, 18191], dtype=int64)" ] }, - "execution_count": 55, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -1824,29 +1824,29 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 27, "id": "95d8422a", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T08:26:26.288174Z", - "start_time": "2023-03-22T08:26:26.191855Z" + "end_time": "2023-03-27T02:44:41.641241Z", + "start_time": "2023-03-27T02:44:41.553615Z" } }, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 58, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "798ca957a1b94dacb6034f429f33d28c", + "model_id": "778092f8030b49fd889589c8fd4fb874", "version_major": 2, "version_minor": 0 }, @@ -1879,12 +1879,12 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 28, "id": "efa9e13c", "metadata": { "ExecuteTime": { - "end_time": "2023-03-22T08:38:27.064518Z", - "start_time": "2023-03-22T08:38:27.052538Z" + "end_time": "2023-03-27T02:44:41.656248Z", + "start_time": "2023-03-27T02:44:41.643236Z" } }, "outputs": [ @@ -1905,7 +1905,7 @@ " dtype='object')" ] }, - "execution_count": 61, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -1913,6 +1913,9934 @@ "source": [ "df_d2.columns" ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "f3a036e9", + "metadata": { + "ExecuteTime": { + "end_time": "2023-03-27T05:39:42.532778Z", + "start_time": "2023-03-27T05:39:42.502283Z" + } + }, + "outputs": [], + "source": [ + "pd.set_option('display.max_columns', 500)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "6484de3d", + "metadata": { + "ExecuteTime": { + "end_time": "2023-03-27T05:39:43.206746Z", + "start_time": "2023-03-27T05:39:43.078906Z" + }, + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\RIST\\AppData\\Local\\Temp\\ipykernel_42708\\3223315525.py:2: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n", + " df_d2[df_d2.RF_CH_DT < inspection_time][df_d2.RF_DEV_DT > inspection_time]\n" + ] + }, + { + "data": { + "text/html": [ + "
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CREATION_TIMESTAMPMTL_NOOPER_FLAGFAC_OP_CDHR_CL_RL_PRD_FAC_CDWORKS_CODEHR_CH_SCHE_NUMSLAB_NOHR_SL_RL_WGTRF_CH_MAT_THKRF_CH_MAT_LENRF_SVY_MAT_AVG_WHR_ROLL_DATEHR_RL_CL_THKHR_RL_CL_WTHHR_CL_LENRST_HCR_FLAGRF_CH_DTRF_NORF_CH_TPRF_CH_HT_TPRF_CH_MAT_TMRF_CHZ_IN_TMRF_PRHT_TMRF_HT_Z_TMRF_NOR_Z_TMRF_CHZ_IN_MAT_TMRF_PRHT_MAT_TMRF_HT_Z_MAT_TMRF_NOR_Z_MAT_TMRF_CHZ_IN_FCE_TIMERF_REVISE_IN_FCE_TIMERF_PRHT_IN_FCE_TIMERF_HT_Z_IN_FCE_TIMERF_NOR_Z_IN_FCE_TIMERF_IN_FCE_TIMERF_DEV_MAT_TMRF_DEV_TPRF_DEV_CALC_TM_SET_VRF_DEV_DTRL_AC_ROLL_UT_NMHR_STS_ST_CLS_TPHR_C_STE_TP
33672019-08-07 05:58:11HRV03206043A43AKHRV535980SQ08664 57118340.0250.09350.01009.02019-08-07 23:05:514.20940.0567C2019-08-07 06:06:361.00.01.063.0817.0725.01212.01189.0365.01038.01166.01171.065.0211.0818.073.036.0993.01188.00.01175.02019-08-07 22:40:00HRV060Z11
33682019-08-07 05:59:14HRV03207043A43AKHRV535990SQ09057 54125340.0250.011590.01129.02019-08-07 23:08:115.00982.5631C2019-08-07 06:07:382.00.01.0163.0810.0718.01212.01195.0442.0924.01128.01141.068.0211.0815.078.032.0995.01171.00.01175.02019-08-07 22:42:47HRV060Z11
33692019-08-07 06:04:00HRV03208043A43AKHRV536000SQ08783 01127050.0244.011060.01312.02019-08-07 23:15:134.001194.5695C2019-08-07 06:08:363.00.01.081.0817.0724.01203.01191.0411.0958.01145.01154.068.0211.0814.076.037.0996.01179.00.01175.02019-08-07 22:45:03HRV060Z11
33702019-08-07 06:07:50HRV03209043A43AKHRV536010SP36086 05127810.0246.010360.01408.02019-08-07 23:09:352.701328.0953C2019-08-07 06:10:284.00.01.072.0808.0824.01230.01202.0432.01087.01212.01201.068.0211.0827.049.051.0996.01199.00.01170.02019-08-07 22:47:04HRV060Z11
33712019-08-07 06:14:24HRV03210043A43AKHRV536030SI47459 56123470.0230.09400.01374.02019-08-07 23:11:012.851272.0807C2019-08-07 06:14:191.00.01.045.0762.0733.01211.01196.0342.0967.01162.01165.066.0211.0817.073.038.0995.01188.00.01175.02019-08-07 22:50:04HRV060Z11
33722019-08-07 06:25:07HRV03211043A43AKHRV536020SI47746 53123510.0230.09400.01373.02019-08-07 23:13:492.851272.0809C2019-08-07 06:24:452.00.01.054.0718.0718.01210.01203.0352.01004.01164.01171.0772.0211.0105.075.034.0987.01190.00.01175.02019-08-07 22:51:53HRV060Z11
33732019-08-07 06:26:57HRV03212043A43AKHRV536050SQ09080 04132090.0250.011870.01390.02019-08-07 23:12:273.701241.0860C2019-08-07 06:27:093.00.01.0237.0637.01002.01202.01200.0673.0978.01147.01161.0769.0211.0102.081.032.0986.01181.00.01175.02019-08-07 22:53:31HRV060Z11
33742019-08-07 06:28:51HRV03213043A43AKHRV536070SQ09084 02131950.0250.011780.01366.02019-08-07 23:16:393.701241.0855C2019-08-07 06:28:374.00.01.0219.0732.0824.01229.01206.0481.01092.01203.01195.0768.0211.0114.051.051.0986.01199.00.01175.02019-08-07 22:55:09HRV060Z11
33752019-08-07 06:30:50HRV03214043A43AKHRV536060SQ09084 01131900.0250.011780.01393.02019-08-07 23:18:023.701241.0856C2019-08-07 06:31:431.00.01.0218.0605.0993.01208.01199.0658.0987.01148.01156.0765.0211.0108.073.038.0986.01183.00.01175.02019-08-07 22:58:05HRV060Z11
33762019-08-07 06:32:49HRV03215043A43AKHRV536040SQ08768 02131590.0244.011670.01427.02019-08-07 23:19:253.201243.0978C2019-08-07 06:33:502.00.01.099.0612.01024.01209.01207.0629.0994.01149.01159.0764.0211.0111.078.030.0986.01185.00.01175.02019-08-07 22:59:56HRV060Z11
33772019-08-07 06:34:55HRV03216043A43AKHRV536080SQ09053 04122760.0246.09160.01311.02019-08-07 23:20:462.501241.0898C2019-08-07 06:35:143.00.01.0264.0636.01020.01202.01203.0644.01009.01166.01172.0764.0211.0111.077.033.0986.01190.00.01175.02019-08-07 23:02:08HRV060Z11
33782019-08-07 06:37:03HRV03217043A43AKHRV536090SQ09053 05122780.0246.09160.01291.02019-08-07 23:22:122.501241.0898C2019-08-07 06:36:524.00.01.0236.0614.01105.01228.01211.0650.01088.01213.01204.0761.0211.0122.053.048.0986.01204.00.01175.02019-08-07 23:03:40HRV060Z11
33792019-08-07 06:39:10HRV03218043A43AKHRV536100SQ09053 55122650.0246.09130.01317.02019-08-07 23:23:372.501241.0896C2019-08-07 06:40:001.00.01.0280.0603.01018.01207.01203.0631.01020.01156.01160.0759.0211.0118.072.036.0986.01189.00.01175.02019-08-07 23:06:28HRV060Z11
33802019-08-07 06:40:56HRV03219043A43AKHRV536130SQ09053 54122710.0246.09160.01311.02019-08-07 23:34:342.501241.0891C2019-08-07 06:41:272.00.01.0208.0610.01052.01210.01209.0602.01025.01157.01164.0759.0211.0121.070.035.0986.01189.00.01175.02019-08-07 23:08:19HRV060Z11
33812019-08-07 06:42:48HRV03220043A43AKHRV536110SQ09053 06122650.0246.09110.01310.02019-08-07 23:26:152.501241.0895C2019-08-07 06:42:593.00.01.0247.0634.01041.01201.01203.0617.01025.01166.01170.0758.0211.0117.074.036.0987.01193.00.01175.02019-08-07 23:10:08HRV060Z11
33822019-08-07 06:44:38HRV03221043A43AKHRV536120SQ09055 51122630.0246.09190.01284.02019-08-07 23:27:522.501241.0895C2019-08-07 06:44:474.00.01.0222.0612.01115.01227.01216.0627.01093.01211.01207.0755.0211.0129.053.049.0987.01206.00.01175.02019-08-07 23:11:49HRV060Z11
33832019-08-07 06:46:33HRV03222043A43AKHRV536140SQ08783 02126770.0244.010960.01310.02019-08-07 23:30:303.001233.0889C2019-08-07 06:47:581.00.01.091.0610.01012.01207.01204.0717.0975.01138.01144.0831.0211.045.067.041.0986.01185.00.01175.02019-08-07 23:14:40HRV060Z11
33842019-08-07 06:48:30HRV03223043A43AKHRV536150SQ08783 52126960.0244.011050.01296.02019-08-07 23:33:104.001230.0676C2019-08-07 06:49:302.00.01.089.0621.01228.01210.01208.0657.0936.01120.01123.0834.0211.047.068.037.0986.01178.00.01175.02019-08-07 23:16:21HRV060Z11
33852019-08-07 06:50:28HRV03224043A43AKHRV536160SQ08779 54127320.0244.011270.01310.02019-08-07 23:36:003.001225.0915C2019-08-07 06:50:463.00.01.093.0642.01202.01201.01203.0683.0960.01138.01140.0832.0211.047.068.038.0987.01184.00.01175.02019-08-07 23:18:07HRV060Z11
33862019-08-07 06:52:32HRV03225043A43AKHRV536170SQ08897 07127160.0244.011240.01277.02019-08-07 23:37:245.801224.0474C2019-08-07 06:52:144.00.01.096.0615.01119.01226.01218.0757.01035.01194.01198.0831.0211.054.051.049.0987.01200.00.01170.02019-08-07 23:19:28HRV060Z11
33872019-08-07 06:54:37HRV03226043A43AKHRV536180SQ08897 08127170.0244.011240.01299.02019-08-07 23:39:015.801224.0475C2019-08-07 06:55:241.00.01.0114.0611.01017.01206.01205.0714.0973.01135.01137.0835.0211.046.060.044.0986.01187.00.01170.02019-08-07 23:22:05HRV060Z11
33882019-08-07 06:56:45HRV03227043A43AKHRV536200SQ08602 05127690.0246.011270.01291.02019-08-07 23:46:543.001208.0939C2019-08-07 06:57:282.00.01.0102.0623.01228.01210.01208.0646.0931.01111.01116.0837.0211.047.057.043.0986.01177.00.01175.02019-08-07 23:23:57HRV060Z11
33892019-08-07 06:58:53HRV03228043A43AKHRV536190SQ08897 06125860.0244.010900.01294.02019-08-07 23:41:132.901224.0900C2019-08-07 06:59:333.00.01.086.0646.01204.01201.01203.0695.0949.01123.01128.0831.0211.047.062.043.0986.01182.00.01175.02019-08-07 23:25:54HRV060Z11
33902019-08-07 07:01:19HRV03229043A43AKHRV536210SQ09066 53129930.0250.011340.01343.02019-08-07 23:45:303.001200.01015C2019-08-07 07:00:484.00.01.0120.0618.01207.01225.01219.0677.01009.01178.01189.0830.0211.052.049.053.0986.01195.00.01175.02019-08-07 23:27:28HRV060Z11
33912019-08-07 07:16:07HRV03230043A43AKHRV536220SQ08821 54125270.0250.010440.01263.02019-08-07 23:48:182.001200.01293C2019-08-07 07:17:341.00.01.0184.0618.01213.01207.01205.0697.0955.01103.01121.0820.0211.046.054.051.0972.01179.00.01180.02019-08-07 23:30:24HRV060Z11
33922019-08-07 07:19:44HRV03231043A43AKHRV536230SQ08821 52125370.0250.010440.01256.02019-08-07 23:49:432.001200.01300C2019-08-07 07:19:252.00.01.0191.0760.01228.01210.01207.0657.0934.01088.01105.0823.0211.048.052.049.0973.01172.00.01180.02019-08-07 23:32:38HRV060Z11
33932019-08-07 07:22:00HRV03232043A43AKHRV536240SQ08821 53125340.0250.010440.01263.02019-08-07 23:52:312.001200.01300C2019-08-07 07:21:223.00.01.0211.0768.01205.01201.01202.0707.0960.01102.01119.0821.0211.044.057.050.0973.01177.00.01180.02019-08-07 23:34:51HRV060Z11
33942019-08-07 07:24:00HRV03233043A43AKHRV536250SQ08779 55127370.0244.011270.01293.02019-08-07 23:54:164.001194.5707C2019-08-07 07:24:054.00.01.079.0620.01208.01222.01216.0704.01024.01193.01197.0818.0211.049.055.048.0972.01196.00.01175.02019-08-07 23:36:43HRV060Z11
33952019-08-07 07:26:06HRV03234043A43AKHRV536260SQ08776 54130260.0244.011530.01409.02019-08-07 23:59:064.201193.0744C2019-08-07 07:27:001.00.01.062.0766.01213.01203.01202.0702.0971.01113.01123.0818.0211.046.058.048.0971.01176.00.01175.02019-08-07 23:38:55HRV060Z11
33962019-08-07 07:28:06HRV03235043A43AKHRV536270SQ08779 05127070.0244.011100.01304.02019-08-07 23:57:404.201186.0671C2019-08-07 07:28:522.00.01.095.0776.01229.01207.01203.0677.0954.01092.01107.0821.0211.048.053.048.0972.01168.00.01175.02019-08-07 23:40:58HRV060Z11
33972019-08-07 07:30:14HRV03236043A43AKHRV536280SQ08776 04130180.0244.011340.01418.02019-08-08 00:00:295.501174.0576C2019-08-07 07:30:233.00.01.074.0792.01207.01199.01199.0733.0996.01108.01128.0820.0211.048.048.054.0971.01174.00.01175.02019-08-07 23:42:13HRV060Z11
33982019-08-07 07:32:24HRV03237043A43AKHRV536290SQ08716 54120020.0246.07420.01403.02019-08-08 00:02:133.501146.5609C2019-08-07 07:32:134.00.01.089.0626.01208.01219.01211.0716.01053.01195.01198.0818.0211.053.052.047.0971.01194.00.01175.02019-08-07 23:43:34HRV060Z11
33992019-08-07 07:34:36HRV03238043A43AKHRV536300SQ09072 52128440.0246.010970.01330.02019-08-08 00:03:423.201113.0979C2019-08-07 07:35:471.00.01.044.0792.01215.01202.01199.0729.0989.01105.01130.0821.0211.046.054.047.0970.01171.00.01175.02019-08-07 23:46:12HRV060Z11
34002019-08-07 07:36:43HRV03239043A43AKHRV536310SQ08227 02126680.0244.011700.01213.02019-08-08 00:05:053.001104.5991C2019-08-07 07:36:172.00.01.060.0794.01229.01206.01199.0691.0986.01109.01136.0826.0211.047.051.046.0971.01173.00.01175.02019-08-07 23:48:13HRV060Z11
34012019-08-07 07:38:31HRV03240043A43AKHRV536320SQ94319 04127430.0244.011850.01238.02019-08-08 00:07:195.501082.5568C2019-08-07 07:37:423.00.01.0129.0809.01207.01195.01196.0748.01006.01113.01133.0821.0211.048.048.054.0972.01171.00.01170.02019-08-07 23:49:59HRV060Z11
34022019-08-07 07:40:18HRV03241043A43AKHRV536330SQ09082 57120730.0250.08450.01254.02019-08-08 00:09:144.001031.0617C2019-08-07 07:39:484.00.01.0242.0765.01208.01215.01206.0748.01044.01187.01192.0819.0211.051.053.046.0971.01188.00.01175.02019-08-07 23:51:18HRV060Z11
34032019-08-07 07:42:10HRV03242043A43AKHRV536340SQ09082 56120690.0250.08450.01263.02019-08-08 00:11:045.501006.5459C2019-08-07 07:42:001.00.01.0245.0807.01215.01197.01195.0753.01000.01109.01136.0823.0211.046.055.046.0972.01169.00.01170.02019-08-07 23:54:00HRV060Z11
34042019-08-07 07:46:54HRV03243043A43AKHRV536350SQ08967 52117970.0250.07640.01202.02019-08-08 00:12:284.00935.0589C2019-08-07 07:48:102.00.01.0126.0945.01227.01202.01196.0708.0969.01094.01117.0822.0211.047.045.052.0967.01161.00.01175.02019-08-07 23:55:11HRV060Z11
34052019-08-07 07:48:37HRV03244043A43AKHRV536360SQ08981 53118160.0250.09120.01035.02019-08-08 00:14:352.20920.01093C2019-08-07 07:48:123.00.01.0198.0983.01206.01189.01192.0768.01009.01109.01127.0818.0211.050.046.053.0969.01165.00.01180.02019-08-07 23:57:37HRV060Z11
34062019-08-07 07:50:15HRV03245043A43AKHRV536370SQ08981 02118230.0250.08940.01027.02019-08-08 00:16:012.20920.01099C2019-08-07 07:49:464.00.01.0207.0783.01207.01213.01204.0753.01045.01175.01186.0815.0211.053.054.047.0969.01183.00.01180.02019-08-07 23:59:41HRV060Z11
\n", + "
" + ], + "text/plain": [ + " CREATION_TIMESTAMP MTL_NO OPER_FLAG FAC_OP_CD HR_CL_RL_PRD_FAC_CD \\\n", + "3367 2019-08-07 05:58:11 HRV032060 4 3A 43A \n", + "3368 2019-08-07 05:59:14 HRV032070 4 3A 43A \n", + "3369 2019-08-07 06:04:00 HRV032080 4 3A 43A \n", + "3370 2019-08-07 06:07:50 HRV032090 4 3A 43A \n", + "3371 2019-08-07 06:14:24 HRV032100 4 3A 43A \n", + "3372 2019-08-07 06:25:07 HRV032110 4 3A 43A \n", + "3373 2019-08-07 06:26:57 HRV032120 4 3A 43A \n", + "3374 2019-08-07 06:28:51 HRV032130 4 3A 43A \n", + "3375 2019-08-07 06:30:50 HRV032140 4 3A 43A \n", + "3376 2019-08-07 06:32:49 HRV032150 4 3A 43A \n", + "3377 2019-08-07 06:34:55 HRV032160 4 3A 43A \n", + "3378 2019-08-07 06:37:03 HRV032170 4 3A 43A \n", + "3379 2019-08-07 06:39:10 HRV032180 4 3A 43A \n", + "3380 2019-08-07 06:40:56 HRV032190 4 3A 43A \n", + "3381 2019-08-07 06:42:48 HRV032200 4 3A 43A \n", + "3382 2019-08-07 06:44:38 HRV032210 4 3A 43A \n", + "3383 2019-08-07 06:46:33 HRV032220 4 3A 43A \n", + "3384 2019-08-07 06:48:30 HRV032230 4 3A 43A \n", + "3385 2019-08-07 06:50:28 HRV032240 4 3A 43A \n", + "3386 2019-08-07 06:52:32 HRV032250 4 3A 43A \n", + "3387 2019-08-07 06:54:37 HRV032260 4 3A 43A \n", + "3388 2019-08-07 06:56:45 HRV032270 4 3A 43A \n", + "3389 2019-08-07 06:58:53 HRV032280 4 3A 43A \n", + "3390 2019-08-07 07:01:19 HRV032290 4 3A 43A \n", + "3391 2019-08-07 07:16:07 HRV032300 4 3A 43A \n", + "3392 2019-08-07 07:19:44 HRV032310 4 3A 43A \n", + "3393 2019-08-07 07:22:00 HRV032320 4 3A 43A \n", + "3394 2019-08-07 07:24:00 HRV032330 4 3A 43A \n", + "3395 2019-08-07 07:26:06 HRV032340 4 3A 43A \n", + "3396 2019-08-07 07:28:06 HRV032350 4 3A 43A \n", + "3397 2019-08-07 07:30:14 HRV032360 4 3A 43A \n", + "3398 2019-08-07 07:32:24 HRV032370 4 3A 43A \n", + "3399 2019-08-07 07:34:36 HRV032380 4 3A 43A \n", + "3400 2019-08-07 07:36:43 HRV032390 4 3A 43A \n", + "3401 2019-08-07 07:38:31 HRV032400 4 3A 43A \n", + "3402 2019-08-07 07:40:18 HRV032410 4 3A 43A \n", + "3403 2019-08-07 07:42:10 HRV032420 4 3A 43A \n", + "3404 2019-08-07 07:46:54 HRV032430 4 3A 43A \n", + "3405 2019-08-07 07:48:37 HRV032440 4 3A 43A \n", + "3406 2019-08-07 07:50:15 HRV032450 4 3A 43A \n", + "\n", + " WORKS_CODE HR_CH_SCHE_NUM SLAB_NO HR_SL_RL_WGT RF_CH_MAT_THK \\\n", + "3367 K HRV535980 SQ08664 571 18340.0 250.0 \n", + "3368 K HRV535990 SQ09057 541 25340.0 250.0 \n", + "3369 K HRV536000 SQ08783 011 27050.0 244.0 \n", + "3370 K HRV536010 SP36086 051 27810.0 246.0 \n", + "3371 K HRV536030 SI47459 561 23470.0 230.0 \n", + "3372 K HRV536020 SI47746 531 23510.0 230.0 \n", + "3373 K HRV536050 SQ09080 041 32090.0 250.0 \n", + "3374 K HRV536070 SQ09084 021 31950.0 250.0 \n", + "3375 K HRV536060 SQ09084 011 31900.0 250.0 \n", + "3376 K HRV536040 SQ08768 021 31590.0 244.0 \n", + "3377 K HRV536080 SQ09053 041 22760.0 246.0 \n", + "3378 K HRV536090 SQ09053 051 22780.0 246.0 \n", + "3379 K HRV536100 SQ09053 551 22650.0 246.0 \n", + "3380 K HRV536130 SQ09053 541 22710.0 246.0 \n", + "3381 K HRV536110 SQ09053 061 22650.0 246.0 \n", + "3382 K HRV536120 SQ09055 511 22630.0 246.0 \n", + "3383 K HRV536140 SQ08783 021 26770.0 244.0 \n", + "3384 K HRV536150 SQ08783 521 26960.0 244.0 \n", + "3385 K HRV536160 SQ08779 541 27320.0 244.0 \n", + "3386 K HRV536170 SQ08897 071 27160.0 244.0 \n", + "3387 K HRV536180 SQ08897 081 27170.0 244.0 \n", + "3388 K HRV536200 SQ08602 051 27690.0 246.0 \n", + "3389 K HRV536190 SQ08897 061 25860.0 244.0 \n", + "3390 K HRV536210 SQ09066 531 29930.0 250.0 \n", + "3391 K HRV536220 SQ08821 541 25270.0 250.0 \n", + "3392 K HRV536230 SQ08821 521 25370.0 250.0 \n", + "3393 K HRV536240 SQ08821 531 25340.0 250.0 \n", + "3394 K HRV536250 SQ08779 551 27370.0 244.0 \n", + "3395 K HRV536260 SQ08776 541 30260.0 244.0 \n", + "3396 K HRV536270 SQ08779 051 27070.0 244.0 \n", + "3397 K HRV536280 SQ08776 041 30180.0 244.0 \n", + "3398 K HRV536290 SQ08716 541 20020.0 246.0 \n", + "3399 K HRV536300 SQ09072 521 28440.0 246.0 \n", + "3400 K HRV536310 SQ08227 021 26680.0 244.0 \n", + "3401 K HRV536320 SQ94319 041 27430.0 244.0 \n", + "3402 K HRV536330 SQ09082 571 20730.0 250.0 \n", + "3403 K HRV536340 SQ09082 561 20690.0 250.0 \n", + "3404 K HRV536350 SQ08967 521 17970.0 250.0 \n", + "3405 K HRV536360 SQ08981 531 18160.0 250.0 \n", + "3406 K HRV536370 SQ08981 021 18230.0 250.0 \n", + "\n", + " RF_CH_MAT_LEN RF_SVY_MAT_AVG_W HR_ROLL_DATE HR_RL_CL_THK \\\n", + "3367 9350.0 1009.0 2019-08-07 23:05:51 4.20 \n", + "3368 11590.0 1129.0 2019-08-07 23:08:11 5.00 \n", + "3369 11060.0 1312.0 2019-08-07 23:15:13 4.00 \n", + "3370 10360.0 1408.0 2019-08-07 23:09:35 2.70 \n", + "3371 9400.0 1374.0 2019-08-07 23:11:01 2.85 \n", + "3372 9400.0 1373.0 2019-08-07 23:13:49 2.85 \n", + "3373 11870.0 1390.0 2019-08-07 23:12:27 3.70 \n", + "3374 11780.0 1366.0 2019-08-07 23:16:39 3.70 \n", + "3375 11780.0 1393.0 2019-08-07 23:18:02 3.70 \n", + "3376 11670.0 1427.0 2019-08-07 23:19:25 3.20 \n", + "3377 9160.0 1311.0 2019-08-07 23:20:46 2.50 \n", + "3378 9160.0 1291.0 2019-08-07 23:22:12 2.50 \n", + "3379 9130.0 1317.0 2019-08-07 23:23:37 2.50 \n", + "3380 9160.0 1311.0 2019-08-07 23:34:34 2.50 \n", + "3381 9110.0 1310.0 2019-08-07 23:26:15 2.50 \n", + "3382 9190.0 1284.0 2019-08-07 23:27:52 2.50 \n", + "3383 10960.0 1310.0 2019-08-07 23:30:30 3.00 \n", + "3384 11050.0 1296.0 2019-08-07 23:33:10 4.00 \n", + "3385 11270.0 1310.0 2019-08-07 23:36:00 3.00 \n", + "3386 11240.0 1277.0 2019-08-07 23:37:24 5.80 \n", + "3387 11240.0 1299.0 2019-08-07 23:39:01 5.80 \n", + "3388 11270.0 1291.0 2019-08-07 23:46:54 3.00 \n", + "3389 10900.0 1294.0 2019-08-07 23:41:13 2.90 \n", + "3390 11340.0 1343.0 2019-08-07 23:45:30 3.00 \n", + "3391 10440.0 1263.0 2019-08-07 23:48:18 2.00 \n", + "3392 10440.0 1256.0 2019-08-07 23:49:43 2.00 \n", + "3393 10440.0 1263.0 2019-08-07 23:52:31 2.00 \n", + "3394 11270.0 1293.0 2019-08-07 23:54:16 4.00 \n", + "3395 11530.0 1409.0 2019-08-07 23:59:06 4.20 \n", + "3396 11100.0 1304.0 2019-08-07 23:57:40 4.20 \n", + "3397 11340.0 1418.0 2019-08-08 00:00:29 5.50 \n", + "3398 7420.0 1403.0 2019-08-08 00:02:13 3.50 \n", + "3399 10970.0 1330.0 2019-08-08 00:03:42 3.20 \n", + "3400 11700.0 1213.0 2019-08-08 00:05:05 3.00 \n", + "3401 11850.0 1238.0 2019-08-08 00:07:19 5.50 \n", + "3402 8450.0 1254.0 2019-08-08 00:09:14 4.00 \n", + "3403 8450.0 1263.0 2019-08-08 00:11:04 5.50 \n", + "3404 7640.0 1202.0 2019-08-08 00:12:28 4.00 \n", + "3405 9120.0 1035.0 2019-08-08 00:14:35 2.20 \n", + "3406 8940.0 1027.0 2019-08-08 00:16:01 2.20 \n", + "\n", + " HR_RL_CL_WTH HR_CL_LEN RST_HCR_FLAG RF_CH_DT RF_NO \\\n", + "3367 940.0 567 C 2019-08-07 06:06:36 1.0 \n", + "3368 982.5 631 C 2019-08-07 06:07:38 2.0 \n", + "3369 1194.5 695 C 2019-08-07 06:08:36 3.0 \n", + "3370 1328.0 953 C 2019-08-07 06:10:28 4.0 \n", + "3371 1272.0 807 C 2019-08-07 06:14:19 1.0 \n", + "3372 1272.0 809 C 2019-08-07 06:24:45 2.0 \n", + "3373 1241.0 860 C 2019-08-07 06:27:09 3.0 \n", + "3374 1241.0 855 C 2019-08-07 06:28:37 4.0 \n", + "3375 1241.0 856 C 2019-08-07 06:31:43 1.0 \n", + "3376 1243.0 978 C 2019-08-07 06:33:50 2.0 \n", + "3377 1241.0 898 C 2019-08-07 06:35:14 3.0 \n", + "3378 1241.0 898 C 2019-08-07 06:36:52 4.0 \n", + "3379 1241.0 896 C 2019-08-07 06:40:00 1.0 \n", + "3380 1241.0 891 C 2019-08-07 06:41:27 2.0 \n", + "3381 1241.0 895 C 2019-08-07 06:42:59 3.0 \n", + "3382 1241.0 895 C 2019-08-07 06:44:47 4.0 \n", + "3383 1233.0 889 C 2019-08-07 06:47:58 1.0 \n", + "3384 1230.0 676 C 2019-08-07 06:49:30 2.0 \n", + "3385 1225.0 915 C 2019-08-07 06:50:46 3.0 \n", + "3386 1224.0 474 C 2019-08-07 06:52:14 4.0 \n", + "3387 1224.0 475 C 2019-08-07 06:55:24 1.0 \n", + "3388 1208.0 939 C 2019-08-07 06:57:28 2.0 \n", + "3389 1224.0 900 C 2019-08-07 06:59:33 3.0 \n", + "3390 1200.0 1015 C 2019-08-07 07:00:48 4.0 \n", + "3391 1200.0 1293 C 2019-08-07 07:17:34 1.0 \n", + "3392 1200.0 1300 C 2019-08-07 07:19:25 2.0 \n", + "3393 1200.0 1300 C 2019-08-07 07:21:22 3.0 \n", + "3394 1194.5 707 C 2019-08-07 07:24:05 4.0 \n", + "3395 1193.0 744 C 2019-08-07 07:27:00 1.0 \n", + "3396 1186.0 671 C 2019-08-07 07:28:52 2.0 \n", + "3397 1174.0 576 C 2019-08-07 07:30:23 3.0 \n", + "3398 1146.5 609 C 2019-08-07 07:32:13 4.0 \n", + "3399 1113.0 979 C 2019-08-07 07:35:47 1.0 \n", + "3400 1104.5 991 C 2019-08-07 07:36:17 2.0 \n", + "3401 1082.5 568 C 2019-08-07 07:37:42 3.0 \n", + "3402 1031.0 617 C 2019-08-07 07:39:48 4.0 \n", + "3403 1006.5 459 C 2019-08-07 07:42:00 1.0 \n", + "3404 935.0 589 C 2019-08-07 07:48:10 2.0 \n", + "3405 920.0 1093 C 2019-08-07 07:48:12 3.0 \n", + "3406 920.0 1099 C 2019-08-07 07:49:46 4.0 \n", + "\n", + " RF_CH_TP RF_CH_HT_TP RF_CH_MAT_TM RF_CHZ_IN_TM RF_PRHT_TM \\\n", + "3367 0.0 1.0 63.0 817.0 725.0 \n", + "3368 0.0 1.0 163.0 810.0 718.0 \n", + "3369 0.0 1.0 81.0 817.0 724.0 \n", + "3370 0.0 1.0 72.0 808.0 824.0 \n", + "3371 0.0 1.0 45.0 762.0 733.0 \n", + "3372 0.0 1.0 54.0 718.0 718.0 \n", + "3373 0.0 1.0 237.0 637.0 1002.0 \n", + "3374 0.0 1.0 219.0 732.0 824.0 \n", + "3375 0.0 1.0 218.0 605.0 993.0 \n", + "3376 0.0 1.0 99.0 612.0 1024.0 \n", + "3377 0.0 1.0 264.0 636.0 1020.0 \n", + "3378 0.0 1.0 236.0 614.0 1105.0 \n", + "3379 0.0 1.0 280.0 603.0 1018.0 \n", + "3380 0.0 1.0 208.0 610.0 1052.0 \n", + "3381 0.0 1.0 247.0 634.0 1041.0 \n", + "3382 0.0 1.0 222.0 612.0 1115.0 \n", + "3383 0.0 1.0 91.0 610.0 1012.0 \n", + "3384 0.0 1.0 89.0 621.0 1228.0 \n", + "3385 0.0 1.0 93.0 642.0 1202.0 \n", + "3386 0.0 1.0 96.0 615.0 1119.0 \n", + "3387 0.0 1.0 114.0 611.0 1017.0 \n", + "3388 0.0 1.0 102.0 623.0 1228.0 \n", + "3389 0.0 1.0 86.0 646.0 1204.0 \n", + "3390 0.0 1.0 120.0 618.0 1207.0 \n", + "3391 0.0 1.0 184.0 618.0 1213.0 \n", + "3392 0.0 1.0 191.0 760.0 1228.0 \n", + "3393 0.0 1.0 211.0 768.0 1205.0 \n", + "3394 0.0 1.0 79.0 620.0 1208.0 \n", + "3395 0.0 1.0 62.0 766.0 1213.0 \n", + "3396 0.0 1.0 95.0 776.0 1229.0 \n", + "3397 0.0 1.0 74.0 792.0 1207.0 \n", + "3398 0.0 1.0 89.0 626.0 1208.0 \n", + "3399 0.0 1.0 44.0 792.0 1215.0 \n", + "3400 0.0 1.0 60.0 794.0 1229.0 \n", + "3401 0.0 1.0 129.0 809.0 1207.0 \n", + "3402 0.0 1.0 242.0 765.0 1208.0 \n", + "3403 0.0 1.0 245.0 807.0 1215.0 \n", + "3404 0.0 1.0 126.0 945.0 1227.0 \n", + "3405 0.0 1.0 198.0 983.0 1206.0 \n", + "3406 0.0 1.0 207.0 783.0 1207.0 \n", + "\n", + " RF_HT_Z_TM RF_NOR_Z_TM RF_CHZ_IN_MAT_TM RF_PRHT_MAT_TM \\\n", + "3367 1212.0 1189.0 365.0 1038.0 \n", + "3368 1212.0 1195.0 442.0 924.0 \n", + "3369 1203.0 1191.0 411.0 958.0 \n", + "3370 1230.0 1202.0 432.0 1087.0 \n", + "3371 1211.0 1196.0 342.0 967.0 \n", + "3372 1210.0 1203.0 352.0 1004.0 \n", + "3373 1202.0 1200.0 673.0 978.0 \n", + "3374 1229.0 1206.0 481.0 1092.0 \n", + "3375 1208.0 1199.0 658.0 987.0 \n", + "3376 1209.0 1207.0 629.0 994.0 \n", + "3377 1202.0 1203.0 644.0 1009.0 \n", + "3378 1228.0 1211.0 650.0 1088.0 \n", + "3379 1207.0 1203.0 631.0 1020.0 \n", + "3380 1210.0 1209.0 602.0 1025.0 \n", + "3381 1201.0 1203.0 617.0 1025.0 \n", + "3382 1227.0 1216.0 627.0 1093.0 \n", + "3383 1207.0 1204.0 717.0 975.0 \n", + "3384 1210.0 1208.0 657.0 936.0 \n", + "3385 1201.0 1203.0 683.0 960.0 \n", + "3386 1226.0 1218.0 757.0 1035.0 \n", + "3387 1206.0 1205.0 714.0 973.0 \n", + "3388 1210.0 1208.0 646.0 931.0 \n", + "3389 1201.0 1203.0 695.0 949.0 \n", + "3390 1225.0 1219.0 677.0 1009.0 \n", + "3391 1207.0 1205.0 697.0 955.0 \n", + "3392 1210.0 1207.0 657.0 934.0 \n", + "3393 1201.0 1202.0 707.0 960.0 \n", + "3394 1222.0 1216.0 704.0 1024.0 \n", + "3395 1203.0 1202.0 702.0 971.0 \n", + "3396 1207.0 1203.0 677.0 954.0 \n", + "3397 1199.0 1199.0 733.0 996.0 \n", + "3398 1219.0 1211.0 716.0 1053.0 \n", + "3399 1202.0 1199.0 729.0 989.0 \n", + "3400 1206.0 1199.0 691.0 986.0 \n", + "3401 1195.0 1196.0 748.0 1006.0 \n", + "3402 1215.0 1206.0 748.0 1044.0 \n", + "3403 1197.0 1195.0 753.0 1000.0 \n", + "3404 1202.0 1196.0 708.0 969.0 \n", + "3405 1189.0 1192.0 768.0 1009.0 \n", + "3406 1213.0 1204.0 753.0 1045.0 \n", + "\n", + " RF_HT_Z_MAT_TM RF_NOR_Z_MAT_TM RF_CHZ_IN_FCE_TIME \\\n", + "3367 1166.0 1171.0 65.0 \n", + "3368 1128.0 1141.0 68.0 \n", + "3369 1145.0 1154.0 68.0 \n", + "3370 1212.0 1201.0 68.0 \n", + "3371 1162.0 1165.0 66.0 \n", + "3372 1164.0 1171.0 772.0 \n", + "3373 1147.0 1161.0 769.0 \n", + "3374 1203.0 1195.0 768.0 \n", + "3375 1148.0 1156.0 765.0 \n", + "3376 1149.0 1159.0 764.0 \n", + "3377 1166.0 1172.0 764.0 \n", + "3378 1213.0 1204.0 761.0 \n", + "3379 1156.0 1160.0 759.0 \n", + "3380 1157.0 1164.0 759.0 \n", + "3381 1166.0 1170.0 758.0 \n", + "3382 1211.0 1207.0 755.0 \n", + "3383 1138.0 1144.0 831.0 \n", + "3384 1120.0 1123.0 834.0 \n", + "3385 1138.0 1140.0 832.0 \n", + "3386 1194.0 1198.0 831.0 \n", + "3387 1135.0 1137.0 835.0 \n", + "3388 1111.0 1116.0 837.0 \n", + "3389 1123.0 1128.0 831.0 \n", + "3390 1178.0 1189.0 830.0 \n", + "3391 1103.0 1121.0 820.0 \n", + "3392 1088.0 1105.0 823.0 \n", + "3393 1102.0 1119.0 821.0 \n", + "3394 1193.0 1197.0 818.0 \n", + "3395 1113.0 1123.0 818.0 \n", + "3396 1092.0 1107.0 821.0 \n", + "3397 1108.0 1128.0 820.0 \n", + "3398 1195.0 1198.0 818.0 \n", + "3399 1105.0 1130.0 821.0 \n", + "3400 1109.0 1136.0 826.0 \n", + "3401 1113.0 1133.0 821.0 \n", + "3402 1187.0 1192.0 819.0 \n", + "3403 1109.0 1136.0 823.0 \n", + "3404 1094.0 1117.0 822.0 \n", + "3405 1109.0 1127.0 818.0 \n", + "3406 1175.0 1186.0 815.0 \n", + "\n", + " RF_REVISE_IN_FCE_TIME RF_PRHT_IN_FCE_TIME RF_HT_Z_IN_FCE_TIME \\\n", + "3367 211.0 818.0 73.0 \n", + "3368 211.0 815.0 78.0 \n", + "3369 211.0 814.0 76.0 \n", + "3370 211.0 827.0 49.0 \n", + "3371 211.0 817.0 73.0 \n", + "3372 211.0 105.0 75.0 \n", + "3373 211.0 102.0 81.0 \n", + "3374 211.0 114.0 51.0 \n", + "3375 211.0 108.0 73.0 \n", + "3376 211.0 111.0 78.0 \n", + "3377 211.0 111.0 77.0 \n", + "3378 211.0 122.0 53.0 \n", + "3379 211.0 118.0 72.0 \n", + "3380 211.0 121.0 70.0 \n", + "3381 211.0 117.0 74.0 \n", + "3382 211.0 129.0 53.0 \n", + "3383 211.0 45.0 67.0 \n", + "3384 211.0 47.0 68.0 \n", + "3385 211.0 47.0 68.0 \n", + "3386 211.0 54.0 51.0 \n", + "3387 211.0 46.0 60.0 \n", + "3388 211.0 47.0 57.0 \n", + "3389 211.0 47.0 62.0 \n", + "3390 211.0 52.0 49.0 \n", + "3391 211.0 46.0 54.0 \n", + "3392 211.0 48.0 52.0 \n", + "3393 211.0 44.0 57.0 \n", + "3394 211.0 49.0 55.0 \n", + "3395 211.0 46.0 58.0 \n", + "3396 211.0 48.0 53.0 \n", + "3397 211.0 48.0 48.0 \n", + "3398 211.0 53.0 52.0 \n", + "3399 211.0 46.0 54.0 \n", + "3400 211.0 47.0 51.0 \n", + "3401 211.0 48.0 48.0 \n", + "3402 211.0 51.0 53.0 \n", + "3403 211.0 46.0 55.0 \n", + "3404 211.0 47.0 45.0 \n", + "3405 211.0 50.0 46.0 \n", + "3406 211.0 53.0 54.0 \n", + "\n", + " RF_NOR_Z_IN_FCE_TIME RF_IN_FCE_TIME RF_DEV_MAT_TM RF_DEV_TP \\\n", + "3367 36.0 993.0 1188.0 0.0 \n", + "3368 32.0 995.0 1171.0 0.0 \n", + "3369 37.0 996.0 1179.0 0.0 \n", + "3370 51.0 996.0 1199.0 0.0 \n", + "3371 38.0 995.0 1188.0 0.0 \n", + "3372 34.0 987.0 1190.0 0.0 \n", + "3373 32.0 986.0 1181.0 0.0 \n", + "3374 51.0 986.0 1199.0 0.0 \n", + "3375 38.0 986.0 1183.0 0.0 \n", + "3376 30.0 986.0 1185.0 0.0 \n", + "3377 33.0 986.0 1190.0 0.0 \n", + "3378 48.0 986.0 1204.0 0.0 \n", + "3379 36.0 986.0 1189.0 0.0 \n", + "3380 35.0 986.0 1189.0 0.0 \n", + "3381 36.0 987.0 1193.0 0.0 \n", + "3382 49.0 987.0 1206.0 0.0 \n", + "3383 41.0 986.0 1185.0 0.0 \n", + "3384 37.0 986.0 1178.0 0.0 \n", + "3385 38.0 987.0 1184.0 0.0 \n", + "3386 49.0 987.0 1200.0 0.0 \n", + "3387 44.0 986.0 1187.0 0.0 \n", + "3388 43.0 986.0 1177.0 0.0 \n", + "3389 43.0 986.0 1182.0 0.0 \n", + "3390 53.0 986.0 1195.0 0.0 \n", + "3391 51.0 972.0 1179.0 0.0 \n", + "3392 49.0 973.0 1172.0 0.0 \n", + "3393 50.0 973.0 1177.0 0.0 \n", + "3394 48.0 972.0 1196.0 0.0 \n", + "3395 48.0 971.0 1176.0 0.0 \n", + "3396 48.0 972.0 1168.0 0.0 \n", + "3397 54.0 971.0 1174.0 0.0 \n", + "3398 47.0 971.0 1194.0 0.0 \n", + "3399 47.0 970.0 1171.0 0.0 \n", + "3400 46.0 971.0 1173.0 0.0 \n", + "3401 54.0 972.0 1171.0 0.0 \n", + "3402 46.0 971.0 1188.0 0.0 \n", + "3403 46.0 972.0 1169.0 0.0 \n", + "3404 52.0 967.0 1161.0 0.0 \n", + "3405 53.0 969.0 1165.0 0.0 \n", + "3406 47.0 969.0 1183.0 0.0 \n", + "\n", + " RF_DEV_CALC_TM_SET_V RF_DEV_DT RL_AC_ROLL_UT_NM \\\n", + "3367 1175.0 2019-08-07 22:40:00 HRV060Z \n", + "3368 1175.0 2019-08-07 22:42:47 HRV060Z \n", + "3369 1175.0 2019-08-07 22:45:03 HRV060Z \n", + "3370 1170.0 2019-08-07 22:47:04 HRV060Z \n", + "3371 1175.0 2019-08-07 22:50:04 HRV060Z \n", + "3372 1175.0 2019-08-07 22:51:53 HRV060Z \n", + "3373 1175.0 2019-08-07 22:53:31 HRV060Z \n", + "3374 1175.0 2019-08-07 22:55:09 HRV060Z \n", + "3375 1175.0 2019-08-07 22:58:05 HRV060Z \n", + "3376 1175.0 2019-08-07 22:59:56 HRV060Z \n", + "3377 1175.0 2019-08-07 23:02:08 HRV060Z \n", + "3378 1175.0 2019-08-07 23:03:40 HRV060Z \n", + "3379 1175.0 2019-08-07 23:06:28 HRV060Z \n", + "3380 1175.0 2019-08-07 23:08:19 HRV060Z \n", + "3381 1175.0 2019-08-07 23:10:08 HRV060Z \n", + "3382 1175.0 2019-08-07 23:11:49 HRV060Z \n", + "3383 1175.0 2019-08-07 23:14:40 HRV060Z \n", + "3384 1175.0 2019-08-07 23:16:21 HRV060Z \n", + "3385 1175.0 2019-08-07 23:18:07 HRV060Z \n", + "3386 1170.0 2019-08-07 23:19:28 HRV060Z \n", + "3387 1170.0 2019-08-07 23:22:05 HRV060Z \n", + "3388 1175.0 2019-08-07 23:23:57 HRV060Z \n", + "3389 1175.0 2019-08-07 23:25:54 HRV060Z \n", + "3390 1175.0 2019-08-07 23:27:28 HRV060Z \n", + "3391 1180.0 2019-08-07 23:30:24 HRV060Z \n", + "3392 1180.0 2019-08-07 23:32:38 HRV060Z \n", + "3393 1180.0 2019-08-07 23:34:51 HRV060Z \n", + "3394 1175.0 2019-08-07 23:36:43 HRV060Z \n", + "3395 1175.0 2019-08-07 23:38:55 HRV060Z \n", + "3396 1175.0 2019-08-07 23:40:58 HRV060Z \n", + "3397 1175.0 2019-08-07 23:42:13 HRV060Z \n", + "3398 1175.0 2019-08-07 23:43:34 HRV060Z \n", + "3399 1175.0 2019-08-07 23:46:12 HRV060Z \n", + "3400 1175.0 2019-08-07 23:48:13 HRV060Z \n", + "3401 1170.0 2019-08-07 23:49:59 HRV060Z \n", + "3402 1175.0 2019-08-07 23:51:18 HRV060Z \n", + "3403 1170.0 2019-08-07 23:54:00 HRV060Z \n", + "3404 1175.0 2019-08-07 23:55:11 HRV060Z \n", + "3405 1180.0 2019-08-07 23:57:37 HRV060Z \n", + "3406 1180.0 2019-08-07 23:59:41 HRV060Z \n", + "\n", + " HR_STS_ST_CLS_TP HR_C_STE_TP \n", + "3367 1 1 \n", + "3368 1 1 \n", + "3369 1 1 \n", + "3370 1 1 \n", + "3371 1 1 \n", + "3372 1 1 \n", + "3373 1 1 \n", + "3374 1 1 \n", + "3375 1 1 \n", + "3376 1 1 \n", + "3377 1 1 \n", + "3378 1 1 \n", + "3379 1 1 \n", + "3380 1 1 \n", + "3381 1 1 \n", + "3382 1 1 \n", + "3383 1 1 \n", + "3384 1 1 \n", + "3385 1 1 \n", + "3386 1 1 \n", + "3387 1 1 \n", + "3388 1 1 \n", + "3389 1 1 \n", + "3390 1 1 \n", + "3391 1 1 \n", + "3392 1 1 \n", + "3393 1 1 \n", + "3394 1 1 \n", + "3395 1 1 \n", + "3396 1 1 \n", + "3397 1 1 \n", + "3398 1 1 \n", + "3399 1 1 \n", + "3400 1 1 \n", + "3401 1 1 \n", + "3402 1 1 \n", + "3403 1 1 \n", + "3404 1 1 \n", + "3405 1 1 \n", + "3406 1 1 " + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "inspection_time = np.datetime64(\"2019-08-07 08:00:00\")\n", + "df_d2[df_d2.RF_CH_DT < inspection_time][df_d2.RF_DEV_DT > inspection_time]" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "9edd6c13", + "metadata": { + "ExecuteTime": { + "end_time": "2023-03-27T07:36:35.922727Z", + "start_time": "2023-03-27T07:36:35.727674Z" + } + }, + "outputs": [], + "source": [ + "df_d4 = pd.read_csv('D4_PAUSE_ACTUAL.CSV', delimiter='\\t', skipinitialspace=True, parse_dates=[])\n", + "\n", + "for timestamp_column in ['CREATION_TIMESTAMP_ORG', 'LAST_UPDATE_TIMESTAMP_ORG', 'EQ_REPAIR_START_DATE', 'EQ_REPAIR_END_DATE',]:\n", + " df_d4[timestamp_column] = df_d4[timestamp_column].apply(\n", + " lambda x: pd.Timestamp(f'{x//10**8}-{x//10**6 % 100}-{x//10**4 % 100} {x//10**2 % 100}:{x % 100}'))" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "19718b21", + "metadata": { + "ExecuteTime": { + "end_time": "2023-03-27T07:43:42.195471Z", + "start_time": "2023-03-27T07:43:42.185715Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SB 공정휴지\n", + "TR 설비장애\n", + "RM 합리화\n", + "WT 공정장애\n", + "SD 정기수리\n", + "CB 교체휴지\n", + "AD 대수리\n", + "PT 운전장애\n" + ] + } + ], + "source": [ + "for k, v in set(zip(df_d4.EQUIPMENT_DORMANT_TYPE, df_d4.EQUIPMENT_DORMANT_TYPE_NM)):\n", + " print (k , v)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "cab4d855", + "metadata": { + "ExecuteTime": { + "end_time": "2023-03-27T07:57:22.510885Z", + "start_time": "2023-03-27T07:57:22.488297Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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GCS_COMP_CODELANGUAGE_CODEERG_WORKS_CODEEQP_RPR_OP_CDEQP_RPR_OP_CD_NMEQUIPMENT_DORMANT_TYPEEQUIPMENT_DORMANT_TYPE_NMCATEGORYCATEGORY_NMFACTORYFACTORY_NAMECREATION_TIMESTAMP_ORGLAST_UPDATE_TIMESTAMP_ORGEQ_REPAIR_START_DATEEQ_REPAIR_END_DATEEQP_DORMANT_TIMEEQP_DORMANT_CDEQNUMSYS_OBST_HPN_CONT
01KORKKBN6101제선-1고로SD정기수리B제선KBN1제선공장-1고로2019-09-07 04:55:002019-09-07 04:55:002019-09-06 06:32:002019-09-06 20:37:008451130NaN정기수리
11KORKKBN6111제선_1고로_TRPSD정기수리B제선KBN1제선공장-1고로2019-09-07 04:55:002019-09-07 04:55:002019-09-06 05:33:002019-09-06 22:38:0010251130NaN휴지시간_계획수리_정기수리
21KORKKBP6101제선-2고로SD정기수리B제선KBP1제선공장-2고로2019-08-13 06:43:002019-08-13 06:43:002019-08-12 06:11:002019-08-13 06:00:0014291130NaN정기수리
31KORKKBP6101제선-2고로CB교체휴지B제선KBP1제선공장-2고로2019-10-21 11:07:002019-10-21 11:07:002019-10-18 02:02:002019-10-21 10:07:0048051310NaN노벽보수
41KORKKBP6111제선_2고로_TRPSD정기수리B제선KBP1제선공장-2고로2019-08-13 09:11:002019-08-13 09:11:002019-08-12 05:40:002019-08-13 08:59:0016391130NaN휴지시간_계획수리_정기수리
............................................................
118231KORKKLAG221후판-3연주-Slab주조-#2M/CSD정기수리L후판KLA1후판2019-10-22 23:38:002019-10-22 23:38:002019-10-22 07:03:002019-10-22 20:25:008021130NaN정기수리
118241KORKKLAG221후판-3연주-Slab주조-#2M/CWT공정장애L후판KLA1후판2019-10-24 00:59:002019-10-24 00:59:002019-10-23 16:06:002019-10-23 16:30:00244130NaN전로 대기
118251KORKKLAG221후판-3연주-Slab주조-#2M/CWT공정장애L후판KLA1후판2019-10-25 00:55:002019-10-25 00:55:002019-10-24 18:38:002019-10-24 19:21:00434130NaN전로 대기
118261KORKKLAG221후판-3연주-Slab주조-#2M/CWT공정장애L후판KLA1후판2019-10-28 17:52:002019-10-28 17:52:002019-10-28 11:38:002019-10-28 12:30:00524150NaN연주 대기
118271KORKKLAG221후판-3연주-Slab주조-#2M/CWT공정장애L후판KLA1후판2019-10-28 17:52:002019-10-28 17:52:002019-10-28 12:30:002019-10-28 12:42:00124130NaN전로 대기
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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.hist(df_d4.query('CATEGORY_NM == \"열연\" & FACTORY_NAME == \"3열연\" & EQP_DORMANT_TIME > 360')[\"EQP_DORMANT_TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "6993e151", + "metadata": { + "ExecuteTime": { + "end_time": "2023-03-27T08:05:45.192994Z", + "start_time": "2023-03-27T08:05:45.119256Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([1.016e+03, 4.680e+02, 2.500e+01, 2.000e+00, 0.000e+00, 2.000e+00,\n", + " 0.000e+00, 2.000e+00, 1.000e+00, 1.000e+00]),\n", + " array([ 0. , 22.3, 44.6, 66.9, 89.2, 111.5, 133.8, 156.1, 178.4,\n", + " 200.7, 223. ]),\n", + " )" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + 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41051KORKKHC1203열연-압연AD대수리H열연KHC3열연2019-10-03 18:03:002019-10-03 18:32:002019-10-03 18:03:002019-10-03 18:29:00261110NaN휴지시간 대수리
44831KORKKHC1313열연-HDLAD대수리H열연KHC3열연2019-10-07 05:52:002019-10-07 05:52:002019-10-06 19:00:002019-10-06 20:00:00601110NaN휴지시간 대수리
44841KORKKHC1313열연-HDLAD대수리H열연KHC3열연2019-10-07 05:52:002019-10-07 05:52:002019-10-06 20:28:002019-10-06 20:30:0021110NaN휴지시간 대수리
52521KORKKHC1423열연-HSL-#2AD대수리H열연KHC3열연2019-09-28 07:01:002019-09-30 19:01:002019-09-28 07:00:002019-09-28 07:00:0001110NaN휴지시간 대수리
52681KORKKHC1423열연-HSL-#2AD대수리H열연KHC3열연2019-10-07 20:38:002019-10-07 20:43:002019-10-07 20:35:002019-10-07 20:36:0011110NaN휴지시간 대수리
52691KORKKHC1423열연-HSL-#2AD대수리H열연KHC3열연2019-10-08 01:56:002019-10-08 01:56:002019-10-07 21:03:002019-10-07 21:09:0061110NaN휴지시간 대수리
52701KORKKHC1423열연-HSL-#2AD대수리H열연KHC3열연2019-10-08 01:56:002019-10-08 01:56:002019-10-07 21:36:002019-10-07 21:42:0061110NaN휴지시간 대수리
52711KORKKHC1423열연-HSL-#2AD대수리H열연KHC3열연2019-10-07 22:15:002019-10-07 22:34:002019-10-07 22:02:002019-10-07 22:34:00321110NaN휴지시간 대수리
52791KORKKHC1423열연-HSL-#2AD대수리H열연KHC3열연2019-10-08 20:02:002019-10-08 20:13:002019-10-08 20:00:002019-10-08 20:13:00131110NaN휴지시간 대수리
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37781KORKKHC1203열연-압연WT공정장애H열연KHC3열연2019-08-01 02:22:002019-08-01 02:36:002019-08-01 02:21:002019-08-01 02:24:0034115NaN공정장애소재보급지연 RF 결번처리
37791KORKKHC1203열연-압연WT공정장애H열연KHC3열연2019-08-01 05:00:002019-08-01 05:06:002019-08-01 04:59:002019-08-01 05:02:0034138NaN공정장애 소재보급지연 다듬질 ORG 연삭
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"공정장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "정기수리", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "대수리", + "대수리", + "대수리", + "대수리", + "대수리", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "정기수리", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "대수리", + "대수리", + "대수리", + "대수리", + "대수리", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "공정장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "공정장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + "운전장애", + 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