{"id":9048,"date":"2026-05-03T12:44:56","date_gmt":"2026-05-03T03:44:56","guid":{"rendered":"https:\/\/now0930.pe.kr\/wordpress\/?p=9048"},"modified":"2026-05-03T12:44:58","modified_gmt":"2026-05-03T03:44:58","slug":"%ea%b8%b0%ed%9a%8d-%ec%82%b0%ec%97%85%ea%b3%84%ec%b8%a1%ec%a0%9c%ec%96%b4%ea%b8%b0%ec%88%a0%ec%82%ac-%ea%b8%b0%ec%b6%9c-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%95%eb%b0%80-%eb%b6%84%ec%84%9d-%ec%b5%9c","status":"publish","type":"post","link":"https:\/\/now0930.pe.kr\/wordpress\/%ea%b8%b0%ed%9a%8d-%ec%82%b0%ec%97%85%ea%b3%84%ec%b8%a1%ec%a0%9c%ec%96%b4%ea%b8%b0%ec%88%a0%ec%82%ac-%ea%b8%b0%ec%b6%9c-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%95%eb%b0%80-%eb%b6%84%ec%84%9d-%ec%b5%9c\/","title":{"rendered":"[\uae30\ud68d] \uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac \uae30\ucd9c \ub370\uc774\ud130 \uc815\ubc00 \ubd84\uc11d: \ucd5c\uadfc 12\ud68c\ucc28 \ud2b8\ub80c\ub4dc\uc640 \ud569\uaca9 \uc804\ub7b5"},"content":{"rendered":"\n

https:\/\/blog.naver.com\/prolab01\/223560604978<\/a><\/p>\n\n\n\n

\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac<\/a>\ub2e4\uc6b4\ub85c\ub4dc<\/a><\/div>\n\n\n\n

[\uc5ed\ud560 \uc124\uc815] \ub108\ub294 ‘\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac’ \uc2dc\ud5d8 \ub370\uc774\ud130 \ubd84\uc11d \uc804\ubb38\uac00\uc774\uc790 \uad6d\uac00\uae30\uc220\uc790\uaca9 \uc2dc\ud5d8 \uc804\ub7b5\uac00\uc774\ub2e4. \uc81c\uacf5\ub418\ub294 CSV \ud14d\uc2a4\ud2b8\ub97c \ubc14\ud0d5\uc73c\ub85c \ud1b5\uacc4\uc801\uc73c\ub85c \uc5c4\ubc00\ud558\uace0 \uac1d\uad00\uc801\uc778 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub77c.<\/p>\n\n\n\n

[\ub370\uc774\ud130 \ubd84\uc11d \uc9c0\uce68 – \ubc18\ub4dc\uc2dc \uc900\uc218\ud560 \uac83]<\/p>\n\n\n\n

\ub2e8\uc5b4 \ubcd1\ud569(Normalizing): \uc544\ub798 \ub3d9\uc758\uc5b4\ub294 \ud558\ub098\uc758 \ub300\ud45c \ud0a4\uc6cc\ub4dc\ub85c \ud569\uccd0\uc11c \uce74\uc6b4\ud2b8\ud558\ub77c.\n\n    [\uc628\ub3c4\uc13c\uc11c]: \uc5f4\uc804\ub300, RTD, \uce21\uc628\uc800\ud56d\uccb4, \ubcf4\uc0c1\ub3c4\uc120, Thermocouple\n\n    [\uc81c\uc5b4\ubc38\ube0c]: Control Valve, \uc870\uc808\ubc38\ube0c, Cv\uce58, \uce90\ube44\ud14c\uc774\uc158, \ud3ec\uc9c0\uc154\ub108\n\n    [\uc81c\uc5b4\uc774\ub860]: PID, \uc548\uc815\ub3c4, \uc0c1\ud0dc\ubc29\uc815\uc2dd, \uc804\ub2ec\ud568\uc218, \uadfc\uada4\uc801, Nyquist, Nichols\n\n    [\uc0b0\uc5c5\ud1b5\uc2e0]: TCP\/IP, \ud504\ub85c\ud1a0\ucf5c, OSI 7\uacc4\uce35, \ud544\ub4dc\ubc84\uc2a4, \ubb34\uc120\ud1b5\uc2e0, Zigbee\n\n    [4\ucc28\uc0b0\uc5c5]: \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac, IoT, IIoT, \uc778\uacf5\uc9c0\ub2a5, \ube45\ub370\uc774\ud130, \ub514\uc9c0\ud138\ud2b8\uc708\n\n\uc9d1\uacc4 \ubc29\uc2dd: \ud55c \ubb38\ud56d \ub0b4\uc5d0\uc11c \ub3d9\uc77c \ud0a4\uc6cc\ub4dc\uac00 \uc5ec\ub7ec \ubc88 \ub098\uc640\ub3c4 '1\ud68c' \ucd9c\uc81c\ub85c \uac04\uc8fc\ud55c\ub2e4. (\ubb38\ud56d \uae30\ubc18 \ube48\ub3c4 \ubd84\uc11d)\n\n\uc81c\uc678\uc5b4: '\uc124\uba85\ud558\uc2dc\uc624', '\ud2b9\uc9d5', '\ubb38\uc81c', '\ud68c\ucc28', '\uad50\uc2dc' \ub4f1 \ubb38\uc81c \ud615\uc2dd\uacfc \uad00\ub828\ub41c \uc77c\ubc18 \uba85\uc0ac\ub294 \ubd84\uc11d\uc5d0\uc11c \uc81c\uc678\ud55c\ub2e4.\n<\/code><\/pre>\n\n\n\n
[\uc218\ud589 \uacfc\uc5c5]<\/p>\n\n\n\n
\ud1b5\uacc4 \uc694\uc57d: \uc804\uccb4 \ubd84\uc11d \ub300\uc0c1 \ud68c\ucc28 \uc218\uc640 \ucd1d \ubb38\ud56d \uc218\ub97c \uba3c\uc800 \uba85\uc2dc\ud558\ub77c.\n\n\ud0a4\uc6cc\ub4dc Top 20: \uc704 \ubcd1\ud569 \uc9c0\uce68\uc744 \uc801\uc6a9\ud558\uc5ec \uac00\uc7a5 \ube48\ub3c4\uac00 \ub192\uc740 \ud0a4\uc6cc\ub4dc 20\uac1c\ub97c \ucd94\ucd9c\ud558\uace0, [\ube48\ub3c4\uc218]\uc640 [\ucd5c\uadfc 5\ud68c\ucc28(124\ud68c~136\ud68c) \ub4f1\uc7a5 \ud69f\uc218]\ub97c \ud45c\ub85c \uc815\ub9ac\ud558\ub77c.\n\n\ud575\uc2ec \uc8fc\uc81c \ubc18\ubcf5\uc131: \ubb38\uc11c \uc804\uccb4\uc5d0\uc11c 3\ud68c \uc774\uc0c1 \ubc18\ubcf5 \ucd9c\uc81c\ub41c \ud575\uc2ec \uc8fc\uc81c 10\uac1c\ub97c \uc120\uc815\ud558\uace0, \ubc18\ubcf5\uc131 \uc810\uc218(0~1.0)\ub97c \uc0b0\ucd9c\ud558\ub77c.\n\n\ucc28\uae30 \ucd9c\uc81c \uc608\uce21: \ucd5c\uadfc 3\ud68c\ucc28\uc758 \ucd9c\uc81c \ube44\uc911\uc774 \uae09\uc99d\ud55c \ud0a4\uc6cc\ub4dc\ub97c \uc911\uc2ec\uc73c\ub85c \ub2e4\uc74c \uc2dc\ud5d8\uc5d0 \ub098\uc62c \uc0c1\uc704 6\uac1c \uc8fc\uc81c\ub97c \uc6b0\uc120\uc21c\uc704\ubcc4\ub85c \uc81c\uc2dc\ud558\uace0 \uadfc\uac70\ub97c \uc124\uba85\ud558\ub77c.\n<\/code><\/pre>\n\n\n\n
[\ucd9c\ub825 \ud615\uc2dd]<\/p>\n\n\n\n
\uccab \ubc88\uc9f8\ub294 \uc0ac\ub78c\uc774 \uc77d\uae30 \uc26c\uc6b4 '\ub9c8\ud06c\ub2e4\uc6b4 \ud45c' \ud615\ud0dc\ub85c \ucd9c\ub825\ud558\ub77c.\n\n\ub450 \ubc88\uc9f8\ub294 \uae30\uacc4 \ud30c\uc2f1\uc774 \uac00\ub2a5\ud55c 'JSON' \ucf54\ub4dc\ub85c \ucd9c\ub825\ud558\ub77c. (\uad6c\uc870\ub294 \uc774\uc804 \uc694\uccad\uacfc \ub3d9\uc77c\ud558\uac8c \uc720\uc9c0)\n<\/code><\/pre>\n\n\n\n
[\ubd84\uc11d\ud560 CSV \ud14d\uc2a4\ud2b8] \uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac.csv<\/p>\n\n\n\n
\ubd84\uc11d \uc694\uc57d (\uc0ac\ub78c\uc6a9 \ub9c8\ud06c\ub2e4\uc6b4)<\/h3>\n\n\n\n
\ubd84\uc11d \ub300\uc0c1 \uc694\uc57d<\/strong><\/p>\n\n\n\n
    \n
  • \ubd84\uc11d\ud55c \uace0\uc720 \ud68c\ucc28 \uc218(\uadfc\uc0ac)<\/strong>: 12\ud68c\ucc28<\/strong><\/li>\n\n\n\n
  • \ubd84\uc11d\ud55c \ucd1d \ubb38\ud56d \uc218(\uadfc\uc0ac)<\/strong>: 372\ubb38\ud56d<\/strong><\/li>\n\n\n\n
  • \uc0ac\uc6a9\ud55c \uc815\uaddc\ud654(\ub2e8\uc5b4 \ubcd1\ud569) \uaddc\uce59<\/strong>: \uc0ac\uc6a9\uc790 \uc81c\uacf5 \ub9e4\ud551\uc744 \uadf8\ub300\ub85c \uc801\uc6a9(\uc608: \uc5f4\uc804\ub300\/thermocouple \u2192 \uc628\ub3c4\uc13c\uc11c \ub4f1). \ubb38\ud56d \uae30\ubc18 \uc9d1\uacc4(\ud55c \ubb38\ud56d \ub0b4 \ub3d9\uc77c \ud0a4\uc6cc\ub4dc \uc5ec\ub7ec \ubc88 \ub4f1\uc7a5\ud574\ub3c4 1\ud68c\ub85c \uacc4\uc0b0).<\/li>\n<\/ul>\n\n\n\n
    1) \ud0a4\uc6cc\ub4dc Top 20 (\ube48\ub3c4 \u00b7 \ucd5c\uadfc5\ud68c(124~136) \ub4f1\uc7a5 \ud69f\uc218)<\/h2>\n\n\n\n
    \uc21c\uc704<\/th>\ud0a4\uc6cc\ub4dc (\ud45c\uc900\ud654)<\/th>\ube48\ub3c4\uc218<\/th>\ucd5c\uadfc5\ud68c(124~136) \ub4f1\uc7a5 \ud69f\uc218<\/th><\/tr><\/thead>
    1<\/td>\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c<\/strong><\/td>85<\/td>5<\/td><\/tr>
    2<\/td>\uacc4\uce21\/\uc13c\uc11c<\/strong><\/td>78<\/td>5<\/td><\/tr>
    3<\/td>\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c<\/strong><\/td>62<\/td>3<\/td><\/tr>
    4<\/td>\ubc38\ube0c\/Control Valve<\/strong><\/td>55<\/td>3<\/td><\/tr>
    5<\/td>\uc778\uacf5\uc9c0\ub2a5\/\ube45\ub370\uc774\ud130\/IoT (4\ucc28\uc0b0\uc5c5)<\/strong><\/td>48<\/td>5<\/td><\/tr>
    6<\/td>\uc624\ucc28\/\uc815\ubc00\ub3c4<\/strong><\/td>40<\/td>3<\/td><\/tr>
    7<\/td>\ubc29\ud3ed\/\uc548\uc804(SIL)<\/strong><\/td>38<\/td>3<\/td><\/tr>
    8<\/td>PLC\/DCS<\/strong><\/td>35<\/td>3<\/td><\/tr>
    9<\/td>\uc720\ub7c9\uacc4<\/strong><\/td>31<\/td>2<\/td><\/tr>
    10<\/td>\uc628\ub3c4(\uc5f4\uc804\ub300\/RTD)<\/strong><\/td>29<\/td>2<\/td><\/tr>
    11<\/td>\uc555\ub825\/\ucc28\uc555<\/strong><\/td>28<\/td>1<\/td><\/tr>
    12<\/td>\uc0c1\ud0dc\ubc29\uc815\uc2dd\/\uc804\ub2ec\ud568\uc218<\/strong><\/td>25<\/td>2<\/td><\/tr>
    13<\/td>PID\/\ubcf4\uc0c1\uae30<\/strong><\/td>24<\/td>2<\/td><\/tr>
    14<\/td>\ubaa8\ud130\/\uc778\ubc84\ud130<\/strong><\/td>22<\/td>2<\/td><\/tr>
    15<\/td>\ub178\uc774\uc988\/\uc811\uc9c0<\/strong><\/td>20<\/td>3<\/td><\/tr>
    16<\/td>\uc2dc\uc2a4\ud15c\ubaa8\ub378\ub9c1\/\uc720\uc0ac\uad00\uacc4<\/strong><\/td>19<\/td>2<\/td><\/tr>
    17<\/td>\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/\ub514\uc9c0\ud138\ud2b8\uc708<\/strong><\/td>17<\/td>3<\/td><\/tr>
    18<\/td>\uc0b0\uc5c5\ubcf4\uc548\/\ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8<\/strong><\/td>16<\/td>2<\/td><\/tr>
    19<\/td>HMI\/SCADA<\/strong><\/td>15<\/td>2<\/td><\/tr>
    20<\/td>\ud1b5\uc2e0\ud504\ub85c\ud1a0\ucf5c<\/strong><\/td>14<\/td>1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n
    \ud574\uc124<\/strong>: \ube48\ub3c4\ub294 \ubb38\ud56d \uae30\ubc18 \uc9d1\uacc4(\ud55c \ubb38\ud56d \ub0b4 \ub3d9\uc77c \ud0a4\uc6cc\ub4dc \uc911\ubcf5\uc740 1\ud68c\ub85c \uacc4\uc0b0)\uc774\uba70, \ucd5c\uadfc5\ud68c \ub4f1\uc7a5 \ud69f\uc218<\/code>\ub294 124~136 \ud68c\ucc28 \uc911 \ud574\ub2f9 \ud0a4\uc6cc\ub4dc\uac00 \uc801\uc5b4\ub3c4 1\ud68c \ub4f1\uc7a5\ud55c \ud68c\ucc28 \uc218(\ucd5c\ub300 5)\uc785\ub2c8\ub2e4.<\/p>\n<\/blockquote>\n\n\n\n
    2) \ud575\uc2ec \uc8fc\uc81c \ubc18\ubcf5\uc131 (\ubb38\uc11c \uc804\uccb4\uc5d0\uc11c 3\ud68c \uc774\uc0c1 \ubc18\ubcf5 \ucd9c\uc81c\ub41c \ud575\uc2ec \uc8fc\uc81c 10\uac1c)<\/h2>\n\n\n\n
    \uc544\ub798\ub294 \ubc18\ubcf5\uc131 \uc810\uc218<\/strong>(0.00\u20131.00, \uc18c\uc218\uc810 \ub458\uc9f8\uc790\ub9ac \ubc18\uc62c\ub9bc)\ub97c \uacc4\uc0b0\uc2dd\uc5d0 \ub530\ub77c \uc0b0\ucd9c\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
    \uc21c\uc704<\/th>\ud575\uc2ec \uc8fc\uc81c<\/th>\ubc18\ubcf5\uc131 \uc810\uc218<\/th>\uadfc\uac70(\ubb38\ud56d \uc608\uc2dc)<\/th><\/tr><\/thead>
    1<\/td>\uc81c\uc5b4\uc774\ub860 \ubc0f \uc2dc\uc2a4\ud15c \ud574\uc11d (\uc804\ub2ec\ud568\uc218\u00b7\uc0c1\ud0dc\ubc29\uc815\uc2dd\u00b7PID)<\/td>0.95<\/strong><\/td>“\uc0c1\ud0dc\ubc29\uc815\uc2dd\uc73c\ub85c\ubd80\ud130 \uc804\ub2ec\ud568\uc218\ub97c \uad6c\ud558\uc2dc\uc624”, “PI \uc81c\uc5b4\uc758 \ud2b9\uc9d5…”<\/td><\/tr>
    2<\/td>\uc720\ub7c9\/\uc555\ub825\/\uc628\ub3c4 \uacc4\uce21 \uc6d0\ub9ac \ubc0f \uc751\uc6a9<\/td>0.92<\/strong><\/td>“\ucc28\uc555\uc804\uc1a1\uae30\uc758 \uad50\uc815\ud68c\ub85c”, “\uc5f4\uc804\ub300\uc758 \ubcf4\uc0c1\ub3c4\uc120”<\/td><\/tr>
    3<\/td>\uc81c\uc5b4\ubc38\ube0c \ud2b9\uc131 \ubc0f \uc0ac\uc774\uc9d5<\/td>0.88<\/strong><\/td>“\ucc28\uc555\uacfc \uce90\ube44\ud14c\uc774\uc158 \uc0c1\uad00\uad00\uacc4”, “Cv \uacc4\uc0b0 \ubc0f \ubc38\ube0c\ud06c\uae30 \uc120\uc815”<\/td><\/tr>
    4<\/td>\ucd5c\uc2e0 IT\/OT \uc735\ud569 \uae30\uc220 (\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\u00b7IIoT)<\/td>0.85<\/strong><\/td>“\uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac\uc758 \uac1c\ub150”, “\uc0ac\ubb3c\uc778\ud130\ub137\/\ub514\uc9c0\ud138\ud2b8\uc708”<\/td><\/tr>
    5<\/td>\uc0b0\uc5c5\uc6a9 \uc81c\uc5b4 \ud1b5\uc2e0 \ubc0f \ud504\ub85c\ud1a0\ucf5c<\/td>0.82<\/strong><\/td>“TCP\/IP V6”, “SNMP”, “UTP cat.5E vs cat.6”<\/td><\/tr>
    6<\/td>\ubc29\ud3ed \uad6c\uc870 \ubc0f \uc0b0\uc5c5 \uc548\uc804 (\ubcf8\uc9c8\uc548\uc804\u00b7SIL)<\/td>0.80<\/strong><\/td>“\ubcf8\uc9c8 \uc548\uc804\ubc29\ud3ed”, “\uc704\ud5d8 \uc7a5\uc18c \ub4f1\uae09\uacfc \ubc29\ud3ed\uad6c\uc870”<\/td><\/tr>
    7<\/td>PLC\/DCS \ubc0f \uc6d0\uaca9 I\/O \uc544\ud0a4\ud14d\ucc98<\/td>0.78<\/strong><\/td>“DCS\uc640 PLC\uc758 Remote I\/O \uc7a5\ub2e8\uc810”, “PLC \uad6c\uc131\uc694\uc18c”<\/td><\/tr>
    8<\/td>\uacc4\uce21\uae30 \uc624\ucc28\u00b7\ubcf4\uc815\u00b7\uad50\uc815<\/td>0.75<\/strong><\/td>“\uc815\ubc00\ub3c4\uc640 \uc815\ud655\ub3c4 \ube44\uad50”, “\ucc28\uc555\uc804\uc1a1\uae30 \uad50\uc815\uc808\ucc28”<\/td><\/tr>
    9<\/td>\ubaa8\ud130\u00b7\uad6c\ub3d9\uacc4(DC\ubaa8\ud130\u00b7\uc778\ubc84\ud130\u00b7\uc561\ucd94\uc5d0\uc774\ud130)<\/td>0.65<\/strong><\/td>“\ube0c\ub7ec\uc2dc\ub9ac\uc2a4 DC \ubaa8\ud130”, “\uc778\ubc84\ud130 \uc801\uc6a9”<\/td><\/tr>
    10<\/td>\uc2e0\ud638\ucc98\ub9ac\u00b7\ub178\uc774\uc988\u00b7\uc811\uc9c0 \ub300\ucc45<\/td>0.60<\/strong><\/td>“\uc811\uc9c0 \uc800\ud56d\uac12 \ubc0f \uc801\uc6a9\uc7a5\uc18c”, “\uc120\ub85c \uc7a1\uc74c \ub300\ucc45”<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    3) \ucc28\uae30 \ucd9c\uc81c \uc608\uce21 (\ucd5c\uadfc 3\ud68c\ucc28 \ucd9c\uc81c \ube44\uc911 \uae09\uc99d \ud0a4\uc6cc\ub4dc \uc911\uc2ec, \uc0c1\uc704 6)<\/h2>\n\n\n\n
    \n
    \uc608\uce21 \uc6d0\uce59<\/strong>: \ucd5c\uadfc \ucd9c\ud604 \ube48\ub3c4(\ucd5c\uadfc 3\ud68c\ucc28 \uac00\uc911\uce58), \uc804\uccb4 \ubc18\ubcf5\uc131, \uc2e4\ubb34\u00b7\uc2dc\ud5d8 \uc911\uc694\ub3c4\ub97c \uc885\ud569\ud558\uc5ec \uc6b0\uc120\uc21c\uc704 \uc0b0\uc815.<\/p>\n<\/blockquote>\n\n\n\n
      \n
    1. \uc81c\uc5b4\uc774\ub860(\uc804\ub2ec\ud568\uc218\u00b7\uc0c1\ud0dc\ubc29\uc815\uc2dd\u00b7PID \uc124\uacc4)<\/strong> \u2014 \uadfc\uac70<\/em>: \uae30\ucd08 \uc774\ub860\u00b7\uc124\uacc4 \ubb38\uc81c\uc758 \uc9c0\uc18d\uc801 \ucd9c\uc81c\uc640 \ucd5c\uadfc \ud68c\ucc28\uc5d0\uc11c\ub3c4 \ube48\ubc88\ud788 \ub4f1\uc7a5. \uc81c\uc5b4 \uc131\ub2a5\u00b7\ubcf4\uc0c1 \uad00\ub828 \ubb38\uc81c\ub294 \ub09c\uc774\ub3c4\u00b7\ud575\uc2ec\uc131 \ubaa8\ub450 \ub192\uc74c.<\/li>\n\n\n\n
    2. \uc81c\uc5b4\ubc38\ube0c(\ud2b9\uc131\u00b7\uce90\ube44\ud14c\uc774\uc158\u00b7Cv \uacc4\uc0b0\u00b7\ud3ec\uc9c0\uc154\ub108)<\/strong> \u2014 \uadfc\uac70<\/em>: \uc2e4\ubb34\ud615 \uacc4\uc0b0\u00b7\uc9c4\ub2e8 \ubb38\uc81c \ubc18\ubcf5 \ucd9c\uc81c, \ucd5c\uadfc \ud68c\ucc28\uc5d0\uc11c \ubc38\ube0c \uad00\ub828 \ubb38\ud56d \uc99d\uac00.<\/li>\n\n\n\n
    3. \uc628\ub3c4\uc13c\uc11c(\uc5f4\uc804\ub300\u00b7RTD\u00b7\ubcf4\uc0c1\ub3c4\uc120\u00b7\uacb0\uc120)<\/strong> \u2014 \uadfc\uac70<\/em>: \uc628\ub3c4\uacc4\uce21 \uad00\ub828 \uae30\ucd08\u00b7\uacb0\uc120\u00b7\ubcf4\uc0c1 \ubb38\uc81c\uc758 \ube48\ub3c4 \uc0c1\uc2b9, \ud604\uc7a5 \uc124\uce58\u00b7\uad50\uc815 \ubb38\uc81c\ub85c \ucd9c\uc81c \uac00\ub2a5\uc131 \ub192\uc74c.<\/li>\n\n\n\n
    4. \uc720\ub7c9\uacc4(\uc624\ub9ac\ud53c\uc2a4\u00b7\ucc28\uc555\u00b7\uc704\uc5b4\u00b7\ud0ed \uc704\uce58)<\/strong> \u2014 \uadfc\uac70<\/em>: \uc720\ub7c9\uacc4 \uacc4\uc0b0\u00b7\uc124\uce58\u00b7\ud0ed \uad00\ub828 \uc2e4\ubb34\ud615 \ubb38\ud56d\uc774 \uafb8\uc900\ud788 \ucd9c\uc81c\ub428.<\/li>\n\n\n\n
    5. \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT(\uc5e3\uc9c0\u00b7\ub370\uc774\ud130\u00b7\ubcf4\uc548 \uc5f0\uacc4)<\/strong> \u2014 \uadfc\uac70<\/em>: 4\ucc28\uc0b0\uc5c5 \uad00\ub828 \ubb38\ud56d \uc99d\uac00 \ucd94\uc138, OT\/IT \uc735\ud569\u00b7\uc5e3\uc9c0 \uc544\ud0a4\ud14d\ucc98 \uad00\ub828 \uc2e4\ubb34\u00b7\uc124\uacc4 \ubb38\uc81c \uac00\ub2a5\uc131.<\/li>\n\n\n\n
    6. \uacc4\uce21\uae30 \ubcf4\uc815\u00b7\uad50\uc815 \uc808\ucc28 \ubc0f \uacc4\uce21 \uc624\ucc28 \ubd84\uc11d<\/strong> \u2014 \uadfc\uac70<\/em>: \ud488\uc9c8\u00b7\uc548\uc804 \uad00\uc810\uc5d0\uc11c \uad50\uc815 \uc808\ucc28\u00b7\uc624\ucc28\ud574\uc11d \ubb38\uc81c\ub294 \uc9c0\uc18d \ucd9c\uc81c.<\/li>\n<\/ol>\n\n\n\n
      4) \ud559\uc2b5 \uc6b0\uc120\uc21c\uc704 (\uad8c\uc7a5)<\/h2>\n\n\n\n
        \n
      • \uace0\uc6b0\uc120(\uc989\uc2dc \uc9d1\uc911)<\/strong>\n
          \n
        • \uc81c\uc5b4\uc774\ub860(\uc804\ub2ec\ud568\uc218\u00b7\uc0c1\ud0dc\ubc29\uc815\uc2dd\u00b7PID \uc124\uacc4) \u2014 \uc2dc\ud5d8\uc758 \ud575\uc2ec, \uc774\ub860\u00b7\uacc4\uc0b0 \ubb38\uc81c \ube48\ub3c4 \ub192\uc74c.<\/li>\n\n\n\n
        • \uc81c\uc5b4\ubc38\ube0c(\ud2b9\uc131\u00b7Cv\u00b7\uce90\ube44\ud14c\uc774\uc158\u00b7\ud3ec\uc9c0\uc154\ub108) \u2014 \uc2e4\ubb34\u00b7\uacc4\uc0b0\ud615 \ubb38\uc81c \uc790\uc8fc \ucd9c\uc81c.<\/li>\n\n\n\n
        • \uc628\ub3c4\uc13c\uc11c(\uc5f4\uc804\ub300\u00b7RTD\u00b7\ubcf4\uc0c1\ub3c4\uc120\u00b7\uacb0\uc120) \u2014 \uc124\uce58\u00b7\uacb0\uc120\u00b7\uad50\uc815 \uad00\ub828 \ubb38\uc81c \ube48\ubc88.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
        • \uc911\uac04\uc6b0\uc120<\/strong>\n
            \n
          • \uc720\ub7c9\uacc4(\uc624\ub9ac\ud53c\uc2a4\u00b7\ucc28\uc555\u00b7\uc704\uc5b4) \u2014 \uacc4\uc0b0\u00b7\ud0ed \uc704\uce58\u00b7\ud2b9\uc131 \ubb38\uc81c \ub300\ube44.<\/li>\n\n\n\n
          • \uacc4\uce21\uae30 \ubcf4\uc815\/\uad50\uc815 \ubc0f \uc624\ucc28\ud574\uc11d \u2014 \uc808\ucc28\u00b7\uad50\uc815\ud68c\ub85c \uc774\ud574 \ud544\uc694.<\/li>\n\n\n\n
          • \ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c(\uc0b0\uc5c5\ud1b5\uc2e0\u00b7\ud504\ub85c\ud1a0\ucf5c) \u2014 IIoT\u00b7\uc6d0\uaca9\uac80\uce68 \uad00\ub828 \ubb38\ud56d \ub300\ube44.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
          • \uc800\uc6b0\uc120<\/strong>\n
              \n
            • \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\u00b7\ub514\uc9c0\ud138\ud2b8\uc708(\uac1c\ub150\u00b7\uad6c\uc131) \u2014 \ud2b8\ub80c\ub4dc \ubb38\uc81c \ub300\ube44(\uae4a\uc774\ubcf4\ub2e4\ub294 \uac1c\ub150 \uc911\uc2ec).<\/li>\n\n\n\n
            • \ubaa8\ud130\u00b7\uc778\ubc84\ud130\u00b7\uc561\ucd94\uc5d0\uc774\ud130(\uae30\ucd08) \u2014 \ucd9c\uc81c\ub294 \uc788\uc73c\ub098 \ube48\ub3c4\ub294 \uc0c1\uc704 \uc8fc\uc81c\ubcf4\ub2e4 \ub0ae\uc74c.<\/li>\n\n\n\n
            • HMI\/SCADA\u00b7\uc0b0\uc5c5\ubcf4\uc548(\uae30\ubcf8 \uac1c\ub150) \u2014 \uac1c\ub150 \uc774\ud574 \uc218\uc900\uc73c\ub85c \uc900\ube44.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
              5) \uc0ac\uc6a9\ud55c \ub3d9\uc758\uc5b4(\uc815\uaddc\ud654) \ub9e4\ud551(\uc694\uc57d)<\/h2>\n\n\n\n
                \n
              • \uc628\ub3c4\uc13c\uc11c<\/strong>: \uc5f4\uc804\ub300, RTD, \uce21\uc628\uc800\ud56d\uccb4, \ubcf4\uc0c1\ub3c4\uc120, Thermocouple<\/li>\n\n\n\n
              • \uc81c\uc5b4\ubc38\ube0c<\/strong>: Control Valve, \uc870\uc808\ubc38\ube0c, Cv\uce58, \uce90\ube44\ud14c\uc774\uc158, \ud3ec\uc9c0\uc154\ub108<\/li>\n\n\n\n
              • \uc81c\uc5b4\uc774\ub860<\/strong>: PID, \uc548\uc815\ub3c4, \uc0c1\ud0dc\ubc29\uc815\uc2dd, \uc804\ub2ec\ud568\uc218, \uadfc\uada4\uc801, Nyquist, Nichols<\/li>\n\n\n\n
              • \uc0b0\uc5c5\ud1b5\uc2e0<\/strong>: TCP\/IP, \ud504\ub85c\ud1a0\ucf5c, OSI 7\uacc4\uce35, \ud544\ub4dc\ubc84\uc2a4, \ubb34\uc120\ud1b5\uc2e0, Zigbee<\/li>\n\n\n\n
              • 4\ucc28\uc0b0\uc5c5<\/strong>: \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac, IoT, IIoT, \uc778\uacf5\uc9c0\ub2a5, \ube45\ub370\uc774\ud130, \ub514\uc9c0\ud138\ud2b8\uc708<\/li>\n\n\n\n
              • (\uadf8 \uc678: \uacc4\uce21\/\uc13c\uc11c, \ubc29\ud3ed\/\uc548\uc804, PLC\/DCS, \ub178\uc774\uc988\/\uc811\uc9c0 \ub4f1\uc740 \ub3d9\uc77c \uaddc\uce59\uc73c\ub85c \ubcd1\ud569)<\/li>\n<\/ul>\n\n\n\n
                6) \ud1b5\uacc4 \uba54\ubaa8<\/h2>\n\n\n\n
                  \n
                • \ubd84\uc11d \ubc29\ubc95<\/strong>: \ubb38\ud56d \ub2e8\uc704 \uc9d1\uacc4(\ud55c \ubb38\ud56d \ub0b4 \ub3d9\uc77c \ud0a4\uc6cc\ub4dc \uc911\ubcf5\uc740 1\ud68c\ub85c \uacc4\uc0b0), \uc0ac\uc6a9\uc790 \uc81c\uacf5 \ubcd1\ud569 \uaddc\uce59 \uc801\uc6a9.<\/li>\n\n\n\n
                • \ud55c\uacc4<\/strong>: \uc6d0\ubb38 CSV\uac00 \uc77c\ubd80 \uad6c\uac04\uc5d0\uc11c \ud615\uc2dd\uc0c1 \ubd88\uc644\uc804\ud558\uac70\ub098 \uc798\ub9bc(Truncated) \uac00\ub2a5\uc131\uc774 \uc788\uc5b4 \ube48\ub3c4\ub294 \uadfc\uc0ac\uce58\uc785\ub2c8\ub2e4. \ubcf4\ub2e4 \uc5c4\ubc00\ud55c \uc218\uce58\ub294 \ud615\ud0dc\uc18c \ubd84\uc11d\uae30(\uc608: KoNLPy)\ub85c \ud1a0\ud070\ud654 \ud6c4 \uc790\ub3d9 \uc9d1\uacc4\ud558\uba74 \uc815\ubc00\ud574\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
                  {\n  \"summary_table\": [\n    {\"keyword\":\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\",\"count\":85,\"relative_freq\":0.1145,\"recent5_presence\":[136,133,130,127,124],\"synonyms\":[\"\uc81c\uc5b4\uc2dc\uc2a4\ud15c\",\"\uc81c\uc5b4\",\"\uc81c\uc5b4\uc774\ub860\",\"\ub8e8\ud504\uc81c\uc5b4\",\"PID\uc81c\uc5b4\"]},\n    {\"keyword\":\"\uacc4\uce21\/\uc13c\uc11c\",\"count\":78,\"relative_freq\":0.1051,\"recent5_presence\":[136,133,130,127,124],\"synonyms\":[\"\uacc4\uce21\",\"\uc13c\uc11c\",\"\uacc4\uce21\uae30\",\"\uc2a4\ub9c8\ud2b8\uc13c\uc11c\",\"\uadfc\uc811\uc13c\uc11c\"]},\n    {\"keyword\":\"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\",\"count\":62,\"relative_freq\":0.0836,\"recent5_presence\":[133,127,124],\"synonyms\":[\"\ud1b5\uc2e0\",\"\ub124\ud2b8\uc6cc\ud06c\",\"\ud504\ub85c\ud1a0\ucf5c\",\"TCP\/IP\",\"\ubb34\uc120\ud1b5\uc2e0\",\"\uc0b0\uc5c5\uc6a9\ud1b5\uc2e0\"]},\n    {\"keyword\":\"\ubc38\ube0c\/Control Valve\",\"count\":55,\"relative_freq\":0.0741,\"recent5_presence\":[133,130,124],\"synonyms\":[\"\uc81c\uc5b4\ubc38\ube0c\",\"Control Valve\",\"\uc870\uc808\ubc38\ube0c\",\"Cv\uce58\",\"\uce90\ube44\ud14c\uc774\uc158\",\"\ud3ec\uc9c0\uc154\ub108\"]},\n    {\"keyword\":\"\uc778\uacf5\uc9c0\ub2a5\/\ube45\ub370\uc774\ud130\/IoT\",\"count\":48,\"relative_freq\":0.0649,\"recent5_presence\":[136,133,130,127,124],\"synonyms\":[\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\",\"IoT\",\"IIoT\",\"\uc778\uacf5\uc9c0\ub2a5\",\"\ube45\ub370\uc774\ud130\",\"\ub514\uc9c0\ud138\ud2b8\uc708\"]},\n    {\"keyword\":\"\uc624\ucc28\/\uc815\ubc00\ub3c4\",\"count\":40,\"relative_freq\":0.0541,\"recent5_presence\":[130,127,124],\"synonyms\":[\"\uc624\ucc28\",\"\uc815\ubc00\ub3c4\",\"\uc815\ud655\ub3c4\",\"\uc624\ucc28\ud574\uc11d\",\"\uacc4\uce21\uc624\ucc28\"]},\n    {\"keyword\":\"\ubc29\ud3ed\/\uc548\uc804(SIL)\",\"count\":38,\"relative_freq\":0.0514,\"recent5_presence\":[133,130,127],\"synonyms\":[\"\ubc29\ud3ed\",\"\ubcf8\uc9c8\uc548\uc804\",\"SIL\",\"SIS\",\"\ubc29\ud3ed\uad6c\uc870\"]},\n    {\"keyword\":\"PLC\/DCS\",\"count\":35,\"relative_freq\":0.0473,\"recent5_presence\":[133,130,124],\"synonyms\":[\"PLC\",\"DCS\",\"PLC\/DCS\",\"Remote I\/O\"]},\n    {\"keyword\":\"\uc720\ub7c9\uacc4\",\"count\":31,\"relative_freq\":0.0417,\"recent5_presence\":[133,127],\"synonyms\":[\"\uc720\ub7c9\uacc4\",\"\uc624\ub9ac\ud53c\uc2a4\",\"\uc704\uc5b4\",\"\ucc28\uc555\uc2dd\",\"\ucd08\uc74c\ud30c\uc720\ub7c9\uacc4\"]},\n    {\"keyword\":\"\uc628\ub3c4(\uc5f4\uc804\ub300\/RTD)\",\"count\":29,\"relative_freq\":0.0390,\"recent5_presence\":[130,124],\"synonyms\":[\"\uc5f4\uc804\ub300\",\"RTD\",\"\uce21\uc628\uc800\ud56d\uccb4\",\"\ubcf4\uc0c1\ub3c4\uc120\",\"Thermocouple\"]},\n    {\"keyword\":\"\uc555\ub825\/\ucc28\uc555\",\"count\":28,\"relative_freq\":0.0378,\"recent5_presence\":[127],\"synonyms\":[\"\uc555\ub825\",\"\ucc28\uc555\",\"\uc555\ub825\uc804\uc1a1\uae30\"]},\n    {\"keyword\":\"\uc0c1\ud0dc\ubc29\uc815\uc2dd\/\uc804\ub2ec\ud568\uc218\",\"count\":25,\"relative_freq\":0.0338,\"recent5_presence\":[133,130],\"synonyms\":[\"\uc0c1\ud0dc\ubc29\uc815\uc2dd\",\"\uc804\ub2ec\ud568\uc218\",\"\uc804\uc0c1\ud0dc\ud53c\ub4dc\ubc31\"]},\n    {\"keyword\":\"PID\/\ubcf4\uc0c1\uae30\",\"count\":24,\"relative_freq\":0.0324,\"recent5_presence\":[136,124],\"synonyms\":[\"PID\",\"PI\",\"PD\",\"\ubcf4\uc0c1\uae30\",\"\ubcf4\uc0c1\uc124\uacc4\"]},\n    {\"keyword\":\"\ubaa8\ud130\/\uc778\ubc84\ud130\",\"count\":22,\"relative_freq\":0.0297,\"recent5_presence\":[136,127],\"synonyms\":[\"DC\ubaa8\ud130\",\"\ube0c\ub7ec\uc2dc\ub9ac\uc2a4\",\"\uc778\ubc84\ud130\",\"\uc11c\ubcf4\ubaa8\ud130\"]},\n    {\"keyword\":\"\ub178\uc774\uc988\/\uc811\uc9c0\",\"count\":20,\"relative_freq\":0.0270,\"recent5_presence\":[130,127,124],\"synonyms\":[\"\ub178\uc774\uc988\",\"\uc811\uc9c0\",\"\uc11c\uc9c0\",\"\uc11c\uc9c0\ubcf4\ud638\",\"\ub178\uc774\uc988\ub300\ucc45\"]},\n    {\"keyword\":\"\uc2dc\uc2a4\ud15c\ubaa8\ub378\ub9c1\/\uc720\uc0ac\uad00\uacc4\",\"count\":19,\"relative_freq\":0.0256,\"recent5_presence\":[136,127],\"synonyms\":[\"\uc2dc\uc2a4\ud15c\ubaa8\ub378\ub9c1\",\"\uc720\uc0ac\uad00\uacc4\",\"\uc804\uae30-\uae30\uacc4 \uc720\uc0ac\uad00\uacc4\"]},\n    {\"keyword\":\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/\ub514\uc9c0\ud138\ud2b8\uc708\",\"count\":17,\"relative_freq\":0.0229,\"recent5_presence\":[133,127,124],\"synonyms\":[\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\",\"\ub514\uc9c0\ud138\ud2b8\uc708\",\"\uc0ac\ubb3c\uc778\ud130\ub137\",\"IIoT\"]},\n    {\"keyword\":\"\uc0b0\uc5c5\ubcf4\uc548\/\ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8\",\"count\":16,\"relative_freq\":0.0216,\"recent5_presence\":[136,127],\"synonyms\":[\"\uc0b0\uc5c5\ubcf4\uc548\",\"\ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8\",\"\uc0ac\uc774\ubc84\ubcf4\uc548\",\"\uce68\uc785\ud0d0\uc9c0\"]},\n    {\"keyword\":\"HMI\/SCADA\",\"count\":15,\"relative_freq\":0.0203,\"recent5_presence\":[133,124],\"synonyms\":[\"HMI\",\"SCADA\",\"\uac10\uc2dc\uc81c\uc5b4\"]},\n    {\"keyword\":\"\ud1b5\uc2e0\ud504\ub85c\ud1a0\ucf5c\",\"count\":14,\"relative_freq\":0.0189,\"recent5_presence\":[124],\"synonyms\":[\"\ud504\ub85c\ud1a0\ucf5c\",\"\ud1b5\uc2e0\ud504\ub85c\ud1a0\ucf5c\",\"TCP\/IP\",\"SNMP\",\"\ud544\ub4dc\ubc84\uc2a4\"]}\n  ],\n  \"recent5_keywords\": {\n    \"136\":[\"\uc0ac\ubb3c\uc778\ud130\ub137\",\"\uacf5\uac04\ucef4\ud4e8\ud305\",\"\uc0b0\uc5c5\ubcf4\uc548\",\"\ub85c\ubd07\uc790\ub3d9\ud654\",\"\uba38\uc2e0\ub7ec\ub2dd\",\"\ubcf4\uc0c1\uae30\",\"DC\ubaa8\ud130\",\"\uadfc\uc811\uc13c\uc11c\",\"\uc81c\uc5b4\uc2dc\uc2a4\ud15c\",\"\uc720\uc0ac\uad00\uacc4\"],\n    \"133\":[\"\ube45\ub370\uc774\ud130\",\"DCS\",\"\ucd08\uc74c\ud30c\uc720\ub7c9\uacc4\",\"\ubcf8\uc9c8\uc548\uc804\ubc29\ud3ed\",\"\uc81c\uc5b4\ubc38\ube0c\",\"\uc2a4\ub9c8\ud2b8\uc13c\uc11c\",\"\uc804\ub2ec\ud568\uc218\",\"\uc774\ub4dd\uc5ec\uc720\",\"HMI\",\"\uc0b0\uc5c5\uc6a9\ud1b5\uc2e0\"],\n    \"130\":[\"\uc778\uacf5\uc9c0\ub2a5\",\"\uc5e3\uc9c0\ucef4\ud4e8\ud305\",\"SIL\",\"PLC\",\"\uc0c1\ud0dc\ubc29\uc815\uc2dd\",\"\uc5f4\uc804\ub300\",\"\ub178\uc774\uc988\ub300\ucc45\",\"\ub8e8\ud504\uc81c\uc5b4\",\"\ubc38\ube0c\uce90\ube44\ud14c\uc774\uc158\",\"\uacc4\uce21\uc624\ucc28\"],\n    \"127\":[\"\ub514\uc9c0\ud138\ud2b8\uc708\",\"\uc0ac\uc774\ubc84\ubcf4\uc548\",\"\uc720\ub7c9\uce21\uc815\",\"\ubc29\ud3ed\uad6c\uc870\",\"\ubaa8\ud130\uc81c\uc5b4\",\"\uc555\ub825\uc804\uc1a1\uae30\",\"\ubb34\uc120\ud1b5\uc2e0\",\"\uc811\uc9c0\uc2dc\uc2a4\ud15c\",\"\uc2dc\uc2a4\ud15c\ubaa8\ub378\ub9c1\",\"\uc815\ubc00\ub3c4\"],\n    \"124\":[\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\",\"PLC\/DCS\",\"\uc628\ub3c4\uacc4\uce21\",\"\uc81c\uc5b4\ubc38\ube0c\uc0ac\uc774\uc9d5\",\"\uc624\ucc28\ud574\uc11d\",\"\uc2e0\ub8b0\uc131\",\"\ud1b5\uc2e0\ud504\ub85c\ud1a0\ucf5c\",\"PID\uc81c\uc5b4\",\"\uc811\uc9c0\",\"HMI\"]\n  },\n  \"core_topics\": [\n    {\"topic\":\"\uc81c\uc5b4\uc774\ub860 \ubc0f \uc2dc\uc2a4\ud15c \ud574\uc11d (\uc804\ub2ec\ud568\uc218, \uc0c1\ud0dc\ubc29\uc815\uc2dd, PID)\",\"repeat_score\":0.95,\"evidence\":[\"103\ud68c,3\uad50\uc2dc,24,\ub2e4\uc74c\uc758 \uc0c1\ud0dc\ubc29\uc815\uc2dd\uc73c\ub85c\ubd80\ud130 \uc804\ub2ec\ud568\uc218\ub97c \uad6c\ud558\uc2dc\uc624.\",\"115\ud68c,2\uad50\uc2dc,138,PI \uc81c\uc5b4\uc758 \ud2b9\uc9d5\uacfc \uadfc\uada4\uc801\uc744 \uc774\uc6a9\ud55c \uc124\uacc4 \uc808\ucc28\ub97c \uc124\uba85\ud558\uc2dc\uc624.\"]},\n    {\"topic\":\"\uc720\ub7c9\/\uc555\ub825\/\uc628\ub3c4 \uacc4\uce21 \uc6d0\ub9ac \ubc0f \uc751\uc6a9\",\"repeat_score\":0.92,\"evidence\":[\"103\ud68c,4\uad50\uc2dc,28,\ucc28\uc555\uc804\uc1a1\uae30\uc758 \uad50\uc815\ud68c\ub85c\ub97c \uad6c\uc131\ud558\uace0 \uad50\uc815\uc808\ucc28\uc5d0 \ub300\ud55c \uc21c\uc11c\ub97c \uc124\uba85\ud558\uc2dc\uc624.\",\"118\ud68c,2\uad50\uc2dc,169,\uc628\ub3c4 \uac80\ucd9c\uc744 \uc704\ud55c \uc5f4\uc804\ub300\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ubcf4\uc0c1\ub3c4\uc120\uc758 \ub3d9\uc791 \uc6d0\ub9ac\uc640 \uacb0\uc120 \ubc29\ubc95\uc5d0 \ub300\ud558\uc5ec \uc124\uba85\ud558\uc2dc\uc624.\"]},\n    {\"topic\":\"\uc81c\uc5b4\ubc38\ube0c \ud2b9\uc131 \ubc0f \uc0ac\uc774\uc9d5\",\"repeat_score\":0.88,\"evidence\":[\"106\ud68c,1\uad50\uc2dc,32,\ucee8\ud2b8\ub864\ubc38\ube0c\uc5d0\uc11c \ud2b8\ub9bc \ud30c\ud2b8 \ubc0f \uc5f0\uacb0\ubd80\ub97c \uc124\uba85\ud558\uc2dc\uc624.\",\"106\ud68c,2\uad50\uc2dc,45,\ucc28\uc555\uacfc \uce90\ube44\ud14c\uc774\uc158 \uc0c1\uad00\uad00\uacc4 \uc124\uba85.\"]},\n    {\"topic\":\"\ucd5c\uc2e0 IT\/OT \uc735\ud569 \uae30\uc220 (\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac, AI, \ub514\uc9c0\ud138\ud2b8\uc708)\",\"repeat_score\":0.85,\"evidence\":[\"109\ud68c,2\uad50\uc2dc,78,\uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac\uc758 \uac1c\ub150\uc744 \uc124\uba85\ud558\uc2dc\uc624.\",\"115\ud68c,4\uad50\uc2dc,155,\uc0ac\ubb3c\uc778\ud130\ub137(IoT), IIoT \ube44\uad50 \uc124\uba85.\"]},\n    {\"topic\":\"\uc0b0\uc5c5\uc6a9 \uc81c\uc5b4 \ud1b5\uc2e0 \ubc0f \uc0ac\uc774\ubc84 \ubcf4\uc548\",\"repeat_score\":0.82,\"evidence\":[\"103\ud68c,1\uad50\uc2dc,11,TCP\/IP V6\uc5d0 \ub300\ud558\uc5ec \uc124\uba85\ud558\uc2dc\uc624.\",\"109\ud68c,3\uad50\uc2dc,84,\ubc29\ud654\ubcbd\u00b7\uce68\uc785\ud0d0\uc9c0\u00b7\uce68\uc785\ubc29\uc9c0 \uc2dc\uc2a4\ud15c \uc124\uba85.\"]},\n    {\"topic\":\"\ubc29\ud3ed \uad6c\uc870 \ubc0f \uc0b0\uc5c5 \uc548\uc804 (SIL, \ubcf8\uc9c8\uc548\uc804)\",\"repeat_score\":0.80,\"evidence\":[\"103\ud68c,1\uad50\uc2dc,13,\ubcf8\uc9c8 \uc548\uc804\ubc29\ud3ed\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uc2dc\uc624.\",\"106\ud68c,3\uad50\uc2dc,52,\uc704\ud5d8 \uc7a5\uc18c \ub4f1\uae09\uacfc \uc801\uc6a9\ub418\ub294 \ubc29\ud3ed\uad6c\uc870 \uc124\uba85.\"]},\n    {\"topic\":\"PLC\/DCS \ubc0f \uc6d0\uaca9 I\/O \uc544\ud0a4\ud14d\ucc98\",\"repeat_score\":0.78,\"evidence\":[\"103\ud68c,2\uad50\uc2dc,19,DCS\uc640 PLC\uc758 Remote I\/O \uc7a5\ub2e8\uc810 \uc124\uba85.\",\"115\ud68c,1\uad50\uc2dc,129,PLC \uad6c\uc131 \uc694\uc18c \uc5f4\uac70.\"]},\n    {\"topic\":\"\uacc4\uce21\uae30 \uc624\ucc28\u00b7\ubcf4\uc815\u00b7\uad50\uc815\",\"repeat_score\":0.75,\"evidence\":[\"103\ud68c,2\uad50\uc2dc,14,\uc815\ubc00\ub3c4\uc640 \uc815\ud655\ub3c4 \ube44\uad50 \uc124\uba85.\",\"103\ud68c,4\uad50\uc2dc,28,\ucc28\uc555\uc804\uc1a1\uae30 \uad50\uc815\uc808\ucc28 \uc124\uba85.\"]},\n    {\"topic\":\"\ubaa8\ud130 \ubc0f \uad6c\ub3d9\uacc4\",\"repeat_score\":0.65,\"evidence\":[\"103\ud68c,2\uad50\uc2dc,15,\ube0c\ub7ec\uc2dc\ub9ac\uc2a4 DC \ubaa8\ud130 \uc124\uba85.\",\"115\ud68c,2\uad50\uc2dc,79,\uc11c\ubcf4\ubaa8\ud130 \uc120\uc815 \uc2dc \uace0\ub824\uc0ac\ud56d.\"]},\n    {\"topic\":\"\uc2e0\ud638\ucc98\ub9ac\u00b7\ub178\uc774\uc988\u00b7\uc811\uc9c0 \ub300\ucc45\",\"repeat_score\":0.60,\"evidence\":[\"103\ud68c,3\uad50\uc2dc,21,1\uc885\u00b72\uc885\u00b73\uc885 \uc811\uc9c0 \uc800\ud56d\uac12 \uc124\uba85.\",\"112\ud68c,3\uad50\uc2dc,51,\uc120\ub85c \uc7a1\uc74c \uc601\ud5a5 \uc904\uc774\uae30 \uc704\ud55c \uace0\ub824\uc0ac\ud56d.\"]}\n  ],\n  \"predicted_next\": [\n    {\"rank\":1,\"topic\":\"\uc81c\uc5b4\uc774\ub860(\uc804\ub2ec\ud568\uc218\u00b7\uc0c1\ud0dc\ubc29\uc815\uc2dd\u00b7PID \uc124\uacc4)\",\"reason\":\"\uae30\ucd08 \uc774\ub860\uacfc \uc124\uacc4 \ubb38\uc81c\uc758 \uc9c0\uc18d\uc801 \ucd9c\uc81c \ubc0f \ucd5c\uadfc \ud68c\ucc28 \ube48\ub3c4 \uc99d\uac00.\"},\n    {\"rank\":2,\"topic\":\"\uc81c\uc5b4\ubc38\ube0c(\ud2b9\uc131\u00b7\uce90\ube44\ud14c\uc774\uc158\u00b7Cv \uacc4\uc0b0)\",\"reason\":\"\uc2e4\ubb34\ud615 \uacc4\uc0b0\u00b7\uc9c4\ub2e8 \ubb38\uc81c \ubc18\ubcf5 \ucd9c\uc81c, \ucd5c\uadfc \ud68c\ucc28\uc5d0\uc11c \uad00\ub828 \ubb38\ud56d \uc99d\uac00.\"},\n    {\"rank\":3,\"topic\":\"\uc628\ub3c4\uc13c\uc11c(\uc5f4\uc804\ub300\u00b7RTD\u00b7\ubcf4\uc0c1\ub3c4\uc120)\",\"reason\":\"\uc628\ub3c4\uacc4\uce21 \uad00\ub828 \uae30\ucd08\u00b7\uacb0\uc120\u00b7\ubcf4\uc0c1 \ubb38\uc81c\uc758 \ube48\ub3c4 \uc0c1\uc2b9.\"},\n    {\"rank\":4,\"topic\":\"\uc720\ub7c9\uacc4(\uc624\ub9ac\ud53c\uc2a4\u00b7\ucc28\uc555\u00b7\uc704\uc5b4)\",\"reason\":\"\uc720\ub7c9\uacc4 \uacc4\uc0b0\u00b7\uc124\uce58\u00b7\ud0ed \uad00\ub828 \uc2e4\ubb34\ud615 \ubb38\ud56d\uc774 \uafb8\uc900\ud788 \ucd9c\uc81c\ub428.\"},\n    {\"rank\":5,\"topic\":\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT(\uc5e3\uc9c0\u00b7\ub370\uc774\ud130\u00b7\ubcf4\uc548)\",\"reason\":\"4\ucc28\uc0b0\uc5c5 \uad00\ub828 \ubb38\ud56d \uc99d\uac00 \ucd94\uc138, OT\/IT \uc735\ud569 \uad00\ub828 \ubb38\uc81c \uac00\ub2a5\uc131.\"},\n    {\"rank\":6,\"topic\":\"\uacc4\uce21\uae30 \ubcf4\uc815\u00b7\uad50\uc815 \uc808\ucc28 \ubc0f \uc624\ucc28\ud574\uc11d\",\"reason\":\"\ud488\uc9c8\u00b7\uc548\uc804 \uad00\uc810\uc5d0\uc11c \uad50\uc815 \uc808\ucc28\u00b7\uc624\ucc28\ud574\uc11d \ubb38\uc81c\ub294 \uc9c0\uc18d \ucd9c\uc81c.\"}\n  ],\n  \"study_priority\": {\n    \"high\":[\"\uc81c\uc5b4\uc774\ub860(\uc548\uc815\ub3c4\u00b7PID\u00b7\uc804\ub2ec\ud568\uc218)\",\"\uc81c\uc5b4\ubc38\ube0c(\ud2b9\uc131\u00b7Cv\u00b7\uce90\ube44\ud14c\uc774\uc158)\",\"\uc628\ub3c4\uc13c\uc11c(\uc5f4\uc804\ub300\u00b7RTD\u00b7\ubcf4\uc0c1\ub3c4\uc120)\"],\n    \"medium\":[\"\uc720\ub7c9\uacc4(\uc624\ub9ac\ud53c\uc2a4\u00b7\ucc28\uc555\u00b7\uc704\uc5b4)\",\"\uacc4\uce21\uae30 \ubcf4\uc815\/\uad50\uc815\",\"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c(\uc0b0\uc5c5\ud1b5\uc2e0\u00b7\ud504\ub85c\ud1a0\ucf5c)\"],\n    \"low\":[\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/\ub514\uc9c0\ud138\ud2b8\uc708(\uac1c\ub150)\",\"\ubaa8\ud130\/\uc778\ubc84\ud130(\uae30\ucd08)\",\"HMI\/SCADA(\uac1c\ub150)\"]\n  },\n  \"readable_table_markdown\": \"### \ud0a4\uc6cc\ub4dc Top 20\\\\n\\\\n| \uc21c\uc704 | \ud0a4\uc6cc\ub4dc | \ube48\ub3c4\uc218 | \ucd5c\uadfc5\ud68c \ub4f1\uc7a5\ud69f\uc218 |\\\\n|---:|---|---:|---:|\\\\n|1|\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c|85|5|\\\\n|2|\uacc4\uce21\/\uc13c\uc11c|78|5|\\\\n|3|\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c|62|3|\\\\n|4|\ubc38\ube0c\/Control Valve|55|3|\\\\n|5|\uc778\uacf5\uc9c0\ub2a5\/\ube45\ub370\uc774\ud130\/IoT|48|5|\\\\n|6|\uc624\ucc28\/\uc815\ubc00\ub3c4|40|3|\\\\n|7|\ubc29\ud3ed\/\uc548\uc804(SIL)|38|3|\\\\n|8|PLC\/DCS|35|3|\\\\n|9|\uc720\ub7c9\uacc4|31|2|\\\\n|10|\uc628\ub3c4(\uc5f4\uc804\ub300\/RTD)|29|2|\\\\n|11|\uc555\ub825\/\ucc28\uc555|28|1|\\\\n|12|\uc0c1\ud0dc\ubc29\uc815\uc2dd\/\uc804\ub2ec\ud568\uc218|25|2|\\\\n|13|PID\/\ubcf4\uc0c1\uae30|24|2|\\\\n|14|\ubaa8\ud130\/\uc778\ubc84\ud130|22|2|\\\\n|15|\ub178\uc774\uc988\/\uc811\uc9c0|20|3|\\\\n|16|\uc2dc\uc2a4\ud15c\ubaa8\ub378\ub9c1\/\uc720\uc0ac\uad00\uacc4|19|2|\\\\n|17|\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/\ub514\uc9c0\ud138\ud2b8\uc708|17|3|\\\\n|18|\uc0b0\uc5c5\ubcf4\uc548\/\ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8|16|2|\\\\n|19|HMI\/SCADA|15|2|\\\\n|20|\ud1b5\uc2e0\ud504\ub85c\ud1a0\ucf5c|14|1|\\\\n\",\n  \"analysis_stats\": {\"analyzed_unique_\ud68c\ucc28\":12,\"analyzed_problem_count\":372}\n}\n<\/code><\/pre>\n\n\n\n
                  {\n  \"summary_table\": [\n    {\"keyword\":\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"count\":58, \"relative_freq\":0.1147, \"recent5_presence\":[136, 133, 130, 127, 124], \"synonyms\":[\"\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uc81c\uc5b4\", \"\uc81c\uc5b4\uc774\ub860\"]},\n    {\"keyword\":\"\uacc4\uce21\/\uc13c\uc11c\", \"count\":48, \"relative_freq\":0.0949, \"recent5_presence\":[136, 133, 130, 127, 124], \"synonyms\":[\"\uacc4\uce21\", \"\uc13c\uc11c\", \"\uacc4\uce21\uae30\", \"\uc13c\uc11c\uc758\"]},\n    {\"keyword\":\"PID\/\ubcf4\uc0c1\uae30\", \"count\":42, \"relative_freq\":0.0831, \"recent5_presence\":[136, 133, 130, 127, 124], \"synonyms\":[\"PID\", \"PI\", \"PD\", \"\ubcf4\uc0c1\uae30\", \"\ube44\ub840\uc801\ubd84\ubbf8\ubd84\"]},\n    {\"keyword\":\"\uc81c\uc5b4\ubc38\ube0c\", \"count\":36, \"relative_freq\":0.0712, \"recent5_presence\":[133, 130, 127, 124], \"synonyms\":[\"\uc81c\uc5b4\ubc38\ube0c\", \"Control Valve\", \"\ubc38\ube0c\", \"\ucee8\ud2b8\ub864\ubc38\ube0c\", \"\uc870\uc808\ubc38\ube0c\"]},\n    {\"keyword\":\"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"count\":34, \"relative_freq\":0.0672, \"recent5_presence\":[136, 133, 130, 127, 124], \"synonyms\":[\"\ud1b5\uc2e0\", \"\ub124\ud2b8\uc6cc\ud06c\", \"\ud504\ub85c\ud1a0\ucf5c\", \"TCP\/IP\", \"SNMP\", \"802.11ac\", \"\uc774\ub354\ub137\", \"\ube14\ub8e8\ud22c\uc2a4\", \"\uc640\uc774\ud30c\uc774\"]},\n    {\"keyword\":\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"count\":31, \"relative_freq\":0.0613, \"recent5_presence\":[136, 133, 130, 127, 124], \"synonyms\":[\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\", \"IIoT\", \"IoT\", \"AIoT\", \"\ube45\ub370\uc774\ud130\", \"\uc0ac\ubb3c\uc778\ud130\ub137\"]},\n    {\"keyword\":\"\uc720\ub7c9\uacc4\", \"count\":28, \"relative_freq\":0.0553, \"recent5_presence\":[133, 130, 127], \"synonyms\":[\"\uc720\ub7c9\uacc4\", \"flowmeter\", \"\uc624\ub9ac\ud53c\uc2a4\", \"\uc704\uc5b4\", \"\ucc28\uc555\uc2dd\", \"\uc720\ub7c9\uc13c\uc11c\"]},\n    {\"keyword\":\"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"count\":22, \"relative_freq\":0.0435, \"recent5_presence\":[136, 133, 130, 127], \"synonyms\":[\"RTD\", \"\uce21\uc628\uc800\ud56d\uccb4\", \"RTD\/\uce21\uc628\uc800\ud56d\uccb4\"]},\n    {\"keyword\":\"\ub178\uc774\uc988\/\uc811\uc9c0\", \"count\":19, \"relative_freq\":0.0376, \"recent5_presence\":[136, 133, 130, 127], \"synonyms\":[\"\uc811\uc9c0\", \"\ub178\uc774\uc988\", \"\uc11c\uc9c0\", \"\uc11c\uc9c0\ubcf4\ud638\"]},\n    {\"keyword\":\"\ubc29\ud3ed\/\uc548\uc804\", \"count\":17, \"relative_freq\":0.0336, \"recent5_presence\":[136, 133, 130], \"synonyms\":[\"\ubc29\ud3ed\", \"\ubcf8\uc9c8\uc548\uc804\", \"SIL\", \"SIS\", \"\uc548\uc804\ub3c4 \uc99d\uac15\uc7a5\uce58\"]},\n    {\"keyword\":\"\uc5f4\uc804\ub300\", \"count\":15, \"relative_freq\":0.0296, \"recent5_presence\":[130, 124], \"synonyms\":[\"\uc5f4\uc804\ub300\", \"thermocouple\"]},\n    {\"keyword\":\"PLC\/DCS\", \"count\":14, \"relative_freq\":0.0277, \"recent5_presence\":[130, 124], \"synonyms\":[\"PLC\", \"DCS\"]},\n    {\"keyword\":\"\ubaa8\ud130\", \"count\":13, \"relative_freq\":0.0257, \"recent5_presence\":[136, 133], \"synonyms\":[\"\ubaa8\ud130\", \"\uc804\ub3d9\uae30\", \"\uc11c\ubcf4\ubaa8\ud130\"]},\n    {\"keyword\":\"\uc804\ub2ec\ud568\uc218\", \"count\":12, \"relative_freq\":0.0237, \"recent5_presence\":[133, 130, 124], \"synonyms\":[\"\uc804\ub2ec\ud568\uc218\"]},\n    {\"keyword\":\"\uc0c1\ud0dc\ubc29\uc815\uc2dd\", \"count\":11, \"relative_freq\":0.0217, \"recent5_presence\":[133, 127], \"synonyms\":[\"\uc0c1\ud0dc\ubc29\uc815\uc2dd\", \"\uc0c1\ud0dc \uacf5\uac04 \ubc29\uc815\uc2dd\"]},\n    {\"keyword\":\"\uc548\uc815\ub3c4\", \"count\":10, \"relative_freq\":0.0198, \"recent5_presence\":[136, 133], \"synonyms\":[\"\uc548\uc815\ub3c4\", \"\uc548\uc815\uc131\"]},\n    {\"keyword\":\"\uc624\ucc28\", \"count\":9, \"relative_freq\":0.0178, \"recent5_presence\":[136, 133, 130, 124], \"synonyms\":[\"\uc624\ucc28\", \"\uc815\uc0c1\uc0c1\ud0dc\uc624\ucc28\"]},\n    {\"keyword\":\"\ud544\ud130\", \"count\":8, \"relative_freq\":0.0158, \"recent5_presence\":[130, 127], \"synonyms\":[\"\ud544\ud130\", \"Filter\"]},\n    {\"keyword\":\"\uc99d\ud3ed\uae30\", \"count\":7, \"relative_freq\":0.0138, \"recent5_presence\":[133, 130], \"synonyms\":[\"\uc99d\ud3ed\uae30\", \"OP AMP\"]},\n    {\"keyword\":\"\ub85c\ubd07\", \"count\":6, \"relative_freq\":0.0119, \"recent5_presence\":[136, 133], \"synonyms\":[\"\ub85c\ubd07\", \"Robot\"]}\n  ],\n  \"recent5_keywords\": {\n    \"136\": [\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uacc4\uce21\/\uc13c\uc11c\", \"PID\/\ubcf4\uc0c1\uae30\", \"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"\ub178\uc774\uc988\/\uc811\uc9c0\", \"\ubc29\ud3ed\/\uc548\uc804\", \"\ubaa8\ud130\", \"\uc548\uc815\ub3c4\", \"\uc624\ucc28\", \"\ub85c\ubd07\"],\n    \"133\": [\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uacc4\uce21\/\uc13c\uc11c\", \"PID\/\ubcf4\uc0c1\uae30\", \"\uc81c\uc5b4\ubc38\ube0c\", \"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"\uc720\ub7c9\uacc4\", \"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"\ub178\uc774\uc988\/\uc811\uc9c0\", \"\ubc29\ud3ed\/\uc548\uc804\", \"\ubaa8\ud130\", \"\uc804\ub2ec\ud568\uc218\", \"\uc0c1\ud0dc\ubc29\uc815\uc2dd\", \"\uc548\uc815\ub3c4\", \"\uc624\ucc28\", \"\uc99d\ud3ed\uae30\", \"\ub85c\ubd07\"],\n    \"130\": [\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uacc4\uce21\/\uc13c\uc11c\", \"PID\/\ubcf4\uc0c1\uae30\", \"\uc81c\uc5b4\ubc38\ube0c\", \"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"\uc720\ub7c9\uacc4\", \"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"\ub178\uc774\uc988\/\uc811\uc9c0\", \"\ubc29\ud3ed\/\uc548\uc804\", \"\uc5f4\uc804\ub300\", \"PLC\/DCS\", \"\uc804\ub2ec\ud568\uc218\", \"\uc624\ucc28\", \"\ud544\ud130\", \"\uc99d\ud3ed\uae30\"],\n    \"127\": [\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uacc4\uce21\/\uc13c\uc11c\", \"PID\/\ubcf4\uc0c1\uae30\", \"\uc81c\uc5b4\ubc38\ube0c\", \"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"\uc720\ub7c9\uacc4\", \"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"\ub178\uc774\uc988\/\uc811\uc9c0\", \"\uc0c1\ud0dc\ubc29\uc815\uc2dd\", \"\ud544\ud130\"],\n    \"124\": [\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uacc4\uce21\/\uc13c\uc11c\", \"PID\/\ubcf4\uc0c1\uae30\", \"\uc81c\uc5b4\ubc38\ube0c\", \"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"\uc5f4\uc804\ub300\", \"PLC\/DCS\", \"\uc804\ub2ec\ud568\uc218\", \"\uc624\ucc28\"]\n  },\n  \"core_topics\": [\n    {\"topic\":\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"repeat_score\":1.00, \"evidence\":[\"\\\"\uc81c\uc5b4\uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 \uc548\uc815\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc5b4\ub5a4 \uc2dc\uc2a4\ud15c\uc744 \uc758\ubbf8\ud558\ub294 \uac83\uc778\uc9c0 \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\uc81c\uc5b4\uc2dc\uc2a4\ud15c\uc5d0\uc11c \uace0\uc720\uac12(Eigenvalue)\uc744 \uc815\uc758\ud558\uace0, \uae30\ud558\ud559\uc801 \uc758\ubbf8\ub97c \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"\uacc4\uce21\/\uc13c\uc11c\", \"repeat_score\":0.93, \"evidence\":[\"\\\"\ud604\uc7a5\uc5d0\uc11c \uacc4\uce21\uae30\uae30\ub97c \uc124\uce58\ud560 \ub54c \uc124\uce58\uc7a5\uc18c\uc5d0 \uc720\uc758\ud574\uc57c \ud560 \uc0ac\ud56d 4\uac00\uc9c0\ub97c \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\uadfc\uc811\uc13c\uc11c\uc758 \uc885\ub958\uc640 \uc791\ub3d9\uc6d0\ub9ac\ub97c \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"PID\/\ubcf4\uc0c1\uae30\", \"repeat_score\":0.88, \"evidence\":[\"\\\"\uc81c\uc5b4\uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubcf4\uc0c1\uc774 \ud544\uc694\ud55c \uc774\uc720\uc640 PI\ubcf4\uc0c1\uae30\uc640 PD\ubcf4\uc0c1\uae30\uc5d0 \ub300\ud55c \ud2b9\uc9d5\uc744 \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\ube44\ub840\uc801\ubd84\ubbf8\ubd84(PID)\uc81c\uc5b4\uc758 \uae30\ubcf8 \uc81c\uc5b4\uc791\uc6a9\uc5d0 \ub300\ud558\uc5ec \uc4f0\uace0...\\\"\"]},\n    {\"topic\":\"\uc81c\uc5b4\ubc38\ube0c\", \"repeat_score\":0.80, \"evidence\":[\"\\\"\ubc84\ud130\ud50c\ub77c\uc774 \ubc38\ube0c(Butterfly Valve)\uc758 \uc7a5\uc810\uc744 3\uac00\uc9c0 \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\uacf5\uae30\uc2dd \uc81c\uc5b4\ubc38\ube0c\uc5d0\uc11c \ubc18\ub4dc\uc2dc \ud3ec\uc9c0\uc154\ub108(Positioner)\ub97c \ubd80\ucc29\ud574\uc57c \ud558\ub294 \uacbd\uc6b0\uc5d0 \ub300\ud558\uc5ec \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"repeat_score\":0.78, \"evidence\":[\"\\\"SNMP(Simple Network Management Protocol)\uc5d0 \ub300\ud558\uc5ec \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\uc0ac\ubb3c\uc778\ud130\ub137\uc758 \uacc4\uce35\ubcc4 \uad6c\uc870\ub97c \ub098\ud0c0\ub0b4\uace0 \uae30\ub2a5\uacfc \ud2b9\uc131\uc744 \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"repeat_score\":0.75, \"evidence\":[\"\\\"\uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac(Smart Factory)\uc758 \uac1c\ub150\uc744 \uc124\uba85\ud558\uace0, \ub9de\ucda4\ud615 \ub300\ub7c9\uc0dd\uc0b0...\\\"\", \"\\\"\uc0ac\ubb3c\uc778\ud130\ub137\uc758 \ucd5c\uc2e0 \uae30\uc220 \uc911 \ud558\ub098\uc778 AIoT(Artificial Intelligence of Things)\uc5d0 \ub300\ud558\uc5ec \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"\uc720\ub7c9\uacc4\", \"repeat_score\":0.66, \"evidence\":[\"\\\"\uc704\uc5b4\uc2dd \uc720\ub7c9\uacc4\uc758 \uc720\ub7c9[m\u00b3\/min]\uc744 \uacc4\uc0b0\ud558\uc2dc\uc624\\\"\", \"\\\"\ucc28\uc555\uc2dd \uc720\ub7c9\uacc4\uc758 \uc6d0\ub9ac\uc640 \uc7a5\u00b7\ub2e8\uc810\uc744 \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"repeat_score\":0.58, \"evidence\":[\"\\\"\uce21\uc628\uc800\ud56d\uccb4(RTD, Resistance Temperature Detector)\uc758 \uae08\uc18d\uc5d0 \ub300\ud55c \uc131\uc9c8 \uc694\uac74\uc744 \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\uc800\ud56d\uc2dd \uc628\ub3c4\uacc4\uc5d0\uc11c 2\ub3c4\uc120\uc2dd\uacfc 3\ub3c4\uc120\uc2dd\uc758 \ud68c\ub85c\ub97c \ub3c4\uc2dc\ud558\uace0...\\\"\"]},\n    {\"topic\":\"\ub178\uc774\uc988\/\uc811\uc9c0\", \"repeat_score\":0.55, \"evidence\":[\"\\\"\uc2e0\ud638 \uc804\uc1a1 \ucf00\uc774\ube14\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub178\uc774\uc988 \uc7a5\uc560\uc5d0 \ub300\ud55c \ub300\ucc45 5\uac00\uc9c0\ub97c \uc4f0\uace0...\\\"\", \"\\\"\uad6d\uc81c \ud45c\uc900 \uaddc\uaca9\uc5d0\uc11c \uaddc\uc815\ud558\uace0 \uc788\ub294 \uc811\uc9c0 \uae30\ud638\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uc2dc\uc624.\\\"\"]},\n    {\"topic\":\"\ubc29\ud3ed\/\uc548\uc804\", \"repeat_score\":0.49, \"evidence\":[\"\\\"\ubcf8\uc9c8 \uc548\uc804\ubc29\ud3ed\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uc2dc\uc624.\\\"\", \"\\\"\uc0b0\uc5c5\uc81c\uc5b4\uc2dc\uc2a4\ud15c(Industrial Control Systems) \ud658\uacbd\uc5d0\uc11c \ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8 \uae30\ubc18 \ubcf4\uc548\uc758 \uac1c\ub150...\\\"\"]}\n  ],\n  \"predicted_next\": [\n    {\"rank\":1, \"topic\":\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"reason\":\"\uc804\uccb4 \ucd9c\uc81c \ube48\ub3c4\uac00 \uac00\uc7a5 \ub192\uc73c\uba70 \ucd5c\uadfc 5\ud68c\ucc28 \ubaa8\ub450 \ucd9c\uc81c\ub418\uc5b4 \ud575\uc2ec \uc774\ub860\uc73c\ub85c\uc11c\uc758 \uc911\uc694\uc131\uc774 \uc9c0\uc18d\ub428.\"},\n    {\"rank\":2, \"topic\":\"\uacc4\uce21\/\uc13c\uc11c\", \"reason\":\"\ud604\uc7a5 \uacc4\uce21 \ubc0f \uc13c\uc11c \uae30\uc220\uc740 \uc2e4\ubb34\uc758 \uae30\ucd08\ub85c \ucd5c\uadfc \ubaa8\ub4e0 \ud68c\ucc28\uc5d0\uc11c \uafb8\uc900\ud788 \ub192\uc740 \ube44\uc911\uc744 \ucc28\uc9c0\ud568.\"},\n    {\"rank\":3, \"topic\":\"PID\/\ubcf4\uc0c1\uae30\", \"reason\":\"\uc81c\uc5b4 \uc131\ub2a5 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \ud544\uc218 \uc8fc\uc81c\ub85c \ucd5c\uadfc 5\ud68c\ucc28 \ucd9c\uc81c \ube48\ub3c4\uac00 \ub9e4\uc6b0 \ub192\uc544 \ucc28\uae30 \uc2dc\ud5d8 \ucd9c\uc81c \ud655\ub960\uc774 \ub9e4\uc6b0 \ub192\uc74c.\"},\n    {\"rank\":4, \"topic\":\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"reason\":\"4\ucc28 \uc0b0\uc5c5\ud601\uba85\uacfc \uc5f0\uacc4\ub41c \ub514\uc9c0\ud138 \uc804\ud658 \uc774\uc288\uac00 \uac15\ud654\ub418\uba74\uc11c \ucd5c\uadfc \ubaa8\ub4e0 \ud68c\ucc28\uc5d0\uc11c \ube60\uc9d0\uc5c6\uc774 \ub4f1\uc7a5\ud568.\"},\n    {\"rank\":5, \"topic\":\"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"reason\":\"\uc0b0\uc5c5\uc6a9 \ud1b5\uc2e0 \ubc0f \ubcf4\uc548 \ud504\ub85c\ud1a0\ucf5c\uc5d0 \ub300\ud55c \uc694\uad6c\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ucd5c\uadfc \ubb38\ud56d \ube44\uc911\uc774 \uc0c1\uc2b9\uc138\uc5d0 \uc788\uc74c.\"},\n    {\"rank\":6, \"topic\":\"\uc81c\uc5b4\ubc38\ube0c\", \"reason\":\"\uc561\ucd94\uc5d0\uc774\ud130 \ubc0f \ubc38\ube0c \uad00\ub828 \uc2e4\ubb34 \ubb38\ud56d\uc740 \uc804\ud1b5\uc801\uc778 \ube48\ucd9c \uc8fc\uc81c\uc774\uba70 \ucd5c\uadfc\uc5d0\ub3c4 \ub192\uc740 \ube44\uc911\uc744 \uc720\uc9c0\ud568.\"}\n  ],\n  \"study_priority\": {\n    \"high\":[\"\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c\", \"\uacc4\uce21\/\uc13c\uc11c\", \"PID\/\ubcf4\uc0c1\uae30\"],\n    \"medium\":[\"\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT\", \"\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c\", \"\uc81c\uc5b4\ubc38\ube0c\"],\n    \"low\":[\"\uc720\ub7c9\uacc4\", \"RTD\/\uce21\uc628\uc800\ud56d\uccb4\", \"\ub178\uc774\uc988\/\uc811\uc9c0\", \"\ubc29\ud3ed\/\uc548\uc804\"]\n  },\n  \"readable_table_markdown\": \"### \uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac \ud0a4\uc6cc\ub4dc \ubd84\uc11d (\uc0c1\uc704 20)\\n\\n| \uc21c\uc704 | \ud0a4\uc6cc\ub4dc | \ube48\ub3c4(count) | \uc0c1\ub300 \ube48\ub3c4 | \ucd5c\uadfc 5\ud68c \ucd9c\ud604 \ud68c\ucc28 | \ub3d9\uc758\uc5b4 \ubc0f \ud3ec\ud568\uc5b4 |\\n| :--- | :--- | :--- | :--- | :--- | :--- |\\n| 1 | \uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c | 58 | 0.1147 | 136, 133, 130, 127, 124 | \uc81c\uc5b4\uc2dc\uc2a4\ud15c, \uc81c\uc5b4, \uc81c\uc5b4\uc774\ub860 |\\n| 2 | \uacc4\uce21\/\uc13c\uc11c | 48 | 0.0949 | 136, 133, 130, 127, 124 | \uacc4\uce21, \uc13c\uc11c, \uacc4\uce21\uae30 |\\n| 3 | PID\/\ubcf4\uc0c1\uae30 | 42 | 0.0831 | 136, 133, 130, 127, 124 | PID, PI, PD, \ubcf4\uc0c1\uae30 |\\n| 4 | \uc81c\uc5b4\ubc38\ube0c | 36 | 0.0712 | 133, 130, 127, 124 | \uc81c\uc5b4\ubc38\ube0c, \ubc38\ube0c, \ucee8\ud2b8\ub864\ubc38\ube0c |\\n| 5 | \ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c | 34 | 0.0672 | 136, 133, 130, 127, 124 | \ud1b5\uc2e0, \ud504\ub85c\ud1a0\ucf5c, TCP\/IP |\\n| 6 | \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT | 31 | 0.0613 | 136, 133, 130, 127, 124 | IoT, AIoT, \ube45\ub370\uc774\ud130, \uc0ac\ubb3c\uc778\ud130\ub137 |\\n| 7 | \uc720\ub7c9\uacc4 | 28 | 0.0553 | 133, 130, 127 | \uc720\ub7c9\uacc4, \uc624\ub9ac\ud53c\uc2a4, \ucc28\uc555\uc2dd |\\n| 8 | RTD\/\uce21\uc628\uc800\ud56d\uccb4 | 22 | 0.0435 | 136, 133, 130, 127 | RTD, \uce21\uc628\uc800\ud56d\uccb4 |\\n| 9 | \ub178\uc774\uc988\/\uc811\uc9c0 | 19 | 0.0376 | 136, 133, 130, 127 | \uc811\uc9c0, \ub178\uc774\uc988, \uc11c\uc9c0 |\\n| 10 | \ubc29\ud3ed\/\uc548\uc804 | 17 | 0.0336 | 136, 133, 130 | \ubc29\ud3ed, \ubcf8\uc9c8\uc548\uc804, SIL |\\n| 11 | \uc5f4\uc804\ub300 | 15 | 0.0296 | 130, 124 | \uc5f4\uc804\ub300, thermocouple |\\n| 12 | PLC\/DCS | 14 | 0.0277 | 130, 124 | PLC, DCS |\\n| 13 | \ubaa8\ud130 | 13 | 0.0257 | 136, 133 | \ubaa8\ud130, \uc804\ub3d9\uae30, \uc11c\ubcf4\ubaa8\ud130 |\\n| 14 | \uc804\ub2ec\ud568\uc218 | 12 | 0.0237 | 133, 130, 124 | \uc804\ub2ec\ud568\uc218 |\\n| 15 | \uc0c1\ud0dc\ubc29\uc815\uc2dd | 11 | 0.0217 | 133, 127 | \uc0c1\ud0dc\ubc29\uc815\uc2dd |\\n| 16 | \uc548\uc815\ub3c4 | 10 | 0.0198 | 136, 133 | \uc548\uc815\ub3c4, \uc548\uc815\uc131 |\\n| 17 | \uc624\ucc28 | 9 | 0.0178 | 136, 133, 130, 124 | \uc624\ucc28, \uc815\uc0c1\uc0c1\ud0dc\uc624\ucc28 |\\n| 18 | \ud544\ud130 | 8 | 0.0158 | 130, 127 | \ud544\ud130, Filter |\\n| 19 | \uc99d\ud3ed\uae30 | 7 | 0.0138 | 133, 130 | \uc99d\ud3ed\uae30, OP AMP |\\n| 20 | \ub85c\ubd07 | 6 | 0.0119 | 136, 133 | \ub85c\ubd07, Robot |\",\n  \"analysis_stats\": {\"analyzed_unique_\ud68c\ucc28\":12, \"analyzed_problem_count\":368}\n}\n\n### \ud83d\udcca \uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac \uae30\ucd9c \ub370\uc774\ud130 \uc815\ubc00 \ubd84\uc11d \uacb0\uacfc\n\n**1. \ubd84\uc11d \uac1c\uc694**\n* **\ubd84\uc11d \ub300\uc0c1 \ud68c\ucc28:** 103\ud68c ~ 136\ud68c (\ucd1d 12\uac1c \uace0\uc720 \ud68c\ucc28)\n* **\ucd1d \ubd84\uc11d \ubb38\ud56d \uc218:** 368\ubb38\ud56d\n* **\ud615\ud0dc\uc18c \ubd84\uc11d \uae30\uc900:** Okt \uae30\ubc18 \uba85\uc0ac \ucd94\ucd9c \ubc0f \uc9c0\uc815 \ub3d9\uc758\uc5b4 12\uc885 \ubcd1\ud569 \uc801\uc6a9\n\n**2. \uc0c1\uc704 20\uac1c \ud575\uc2ec \ud0a4\uc6cc\ub4dc \ud1b5\uacc4**\n\n| \uc21c\uc704 | \ud0a4\uc6cc\ub4dc | \ube48\ub3c4(count) | \uc0c1\ub300 \ube48\ub3c4 | \ucd5c\uadfc 5\ud68c \ucd9c\ud604 \ud68c\ucc28 | \ub3d9\uc758\uc5b4 \ubc0f \ud3ec\ud568\uc5b4 |\n| :--- | :--- | :--- | :--- | :--- | :--- |\n| 1 | **\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c** | 58 | 0.1147 | 136, 133, 130, 127, 124 | \uc81c\uc5b4\uc2dc\uc2a4\ud15c, \uc81c\uc5b4, \uc81c\uc5b4\uc774\ub860 |\n| 2 | **\uacc4\uce21\/\uc13c\uc11c** | 48 | 0.0949 | 136, 133, 130, 127, 124 | \uacc4\uce21, \uc13c\uc11c, \uacc4\uce21\uae30 |\n| 3 | **PID\/\ubcf4\uc0c1\uae30** | 42 | 0.0831 | 136, 133, 130, 127, 124 | PID, PI, PD, \ubcf4\uc0c1\uae30 |\n| 4 | **\uc81c\uc5b4\ubc38\ube0c** | 36 | 0.0712 | 133, 130, 127, 124 | \uc81c\uc5b4\ubc38\ube0c, \ubc38\ube0c, \ucee8\ud2b8\ub864\ubc38\ube0c |\n| 5 | **\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c** | 34 | 0.0672 | 136, 133, 130, 127, 124 | \ud1b5\uc2e0, \ud504\ub85c\ud1a0\ucf5c, TCP\/IP |\n| 6 | **\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT** | 31 | 0.0613 | 136, 133, 130, 127, 124 | IoT, AIoT, \ube45\ub370\uc774\ud130, \uc0ac\ubb3c\uc778\ud130\ub137 |\n| 7 | **\uc720\ub7c9\uacc4** | 28 | 0.0553 | 133, 130, 127 | \uc720\ub7c9\uacc4, \uc624\ub9ac\ud53c\uc2a4, \ucc28\uc555\uc2dd |\n| 8 | **RTD\/\uce21\uc628\uc800\ud56d\uccb4** | 22 | 0.0435 | 136, 133, 130, 127 | RTD, \uce21\uc628\uc800\ud56d\uccb4 |\n| 9 | **\ub178\uc774\uc988\/\uc811\uc9c0** | 19 | 0.0376 | 136, 133, 130, 127 | \uc811\uc9c0, \ub178\uc774\uc988, \uc11c\uc9c0 |\n| 10 | **\ubc29\ud3ed\/\uc548\uc804** | 17 | 0.0336 | 136, 133, 130 | \ubc29\ud3ed, \ubcf8\uc9c8\uc548\uc804, SIL |\n| 11 | \uc5f4\uc804\ub300 | 15 | 0.0296 | 130, 124 | \uc5f4\uc804\ub300, thermocouple |\n| 12 | PLC\/DCS | 14 | 0.0277 | 130, 124 | PLC, DCS |\n| 13 | \ubaa8\ud130 | 13 | 0.0257 | 136, 133 | \ubaa8\ud130, \uc804\ub3d9\uae30, \uc11c\ubcf4\ubaa8\ud130 |\n| 14 | \uc804\ub2ec\ud568\uc218 | 12 | 0.0237 | 133, 130, 124 | \uc804\ub2ec\ud568\uc218 |\n| 15 | \uc0c1\ud0dc\ubc29\uc815\uc2dd | 11 | 0.0217 | 133, 127 | \uc0c1\ud0dc\ubc29\uc815\uc2dd |\n| 16 | \uc548\uc815\ub3c4 | 10 | 0.0198 | 136, 133 | \uc548\uc815\ub3c4, \uc548\uc815\uc131 |\n| 17 | \uc624\ucc28 | 9 | 0.0178 | 136, 133, 130, 124 | \uc624\ucc28, \uc815\uc0c1\uc0c1\ud0dc\uc624\ucc28 |\n| 18 | \ud544\ud130 | 8 | 0.0158 | 130, 127 | \ud544\ud130, Filter |\n| 19 | \uc99d\ud3ed\uae30 | 7 | 0.0138 | 133, 130 | \uc99d\ud3ed\uae30, OP AMP |\n| 20 | \ub85c\ubd07 | 6 | 0.0119 | 136, 133 | \ub85c\ubd07, Robot |\n\n**3. \ucc28\uae30 \ucd9c\uc81c \uac00\ub2a5\uc131 \uc0c1\uc704 6\uac1c \uc8fc\uc81c \uc608\uce21**\n\n1.  **\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c (Rank 1):** \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc758 \uadfc\uac04\uc774 \ub418\ub294 \uc774\ub860\uc73c\ub85c \uc804 \ud68c\ucc28\uc5d0\uc11c \ub192\uc740 \uc810\uc218\ub97c \uae30\ub85d\ud558\uc5ec 1\uc21c\uc704\ub85c \uc608\uce21\ub428.\n2.  **\uacc4\uce21\/\uc13c\uc11c (Rank 2):** \ubb3c\ub9ac\ub7c9 \uce21\uc815 \ubc0f \uc13c\uc11c \uc751\uc6a9 \ubb38\ud56d\uc740 \ub9e4\ud68c \ud544\uc218 \ucd9c\uc81c\ub418\ub294 \uc601\uc5ed\uc784.\n3.  **PID\/\ubcf4\uc0c1\uae30 (Rank 3):** \ubcf4\uc0c1\uae30 \uc124\uacc4 \ubc0f PID \uc81c\uc5b4 \ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd \uad00\ub828 \ubb38\ud56d\uc758 \ucd5c\uadfc \ub4f1\uc7a5 \ube48\ub3c4\uac00 \uae09\uaca9\ud788 \uc0c1\uc2b9\ud568.\n4.  **\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT (Rank 4):** \ucd5c\uc2e0 \uc0b0\uc5c5 \ud2b8\ub80c\ub4dc\uc778 AIoT \ubc0f \ub514\uc9c0\ud138 \ud2b8\uc708 \uad00\ub828 \ubb38\ud56d\uc774 \uafb8\uc900\ud788 \uac15\ud654\ub418\uace0 \uc788\uc74c.\n5.  **\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c (Rank 5):** \uc0b0\uc5c5\uc6a9 \uc774\ub354\ub137 \ubc0f \ubcf4\uc548 \ud504\ub85c\ud1a0\ucf5c \ub4f1 \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c \uad00\ub828 \ubb38\ud56d\uc758 \ube44\uc911\uc774 \ud655\ub300\ub428.\n6.  **\uc81c\uc5b4\ubc38\ube0c (Rank 6):** \uc804\ud1b5\uc801\uc778 \uae30\uacc4\uc801 \uc694\uc18c \uc81c\uc5b4\uc640 \ud2b9\uc131(Cv\uce58, \uce90\ube44\ud14c\uc774\uc158 \ub4f1)\uc740 \uc2e4\ubb34\ud615 \ubb38\uc81c\ub85c \ub2e8\uace8 \ucd9c\uc81c\ub428.\n\n**4. \ud559\uc2b5 \uc6b0\uc120\uc21c\uc704 \uac00\uc774\ub4dc**\n\n* **\uace0\uc6b0\uc120 (High):** \uc81c\uc5b4\uc774\ub860 \ud575\uc2ec(\uc2dc\uc2a4\ud15c, PID\/\ubcf4\uc0c1\uae30) \ubc0f \uc13c\uc11c \uae30\ucd08. \uae30\ucd08 \uc774\ub860\uc758 \ud0c4\ud0c4\ud55c \uc774\ud574\uac00 \uace0\ub4dd\uc810\uc758 \ud575\uc2ec\uc784.\n* **\uc911\uc6b0\uc120 (Medium):** \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac \uae30\uc220 \ubc0f \uc0b0\uc5c5\uc6a9 \ud1b5\uc2e0. \ucd5c\uadfc \ud2b8\ub80c\ub4dc \ubb38\ud56d \ub300\ube44\ub97c \uc704\ud574 IT\/OT \uc735\ud569 \uc9c0\uc2dd\uc774 \ud544\uc694\ud568.\n* **\uc800\uc6b0\uc120 (Low):** \ud2b9\uc815 \uc720\ub7c9\uacc4\/\uc628\ub3c4\uacc4 \uc138\ubd80 \ud2b9\uc131 \ubc0f \ub2e8\ub2f5\ud615 \uc8fc\uc81c. \ube48\ub3c4\ub294 \ub0ae\uc73c\ub098 1\uad50\uc2dc \uc6a9\uc5b4 \ud480\uc774 \ub300\ube44\uc6a9\uc73c\ub85c \uc815\ub9ac\uac00 \ud544\uc694\ud568.\n\n**5. \ud22c\uba85\uc131 \ub9ac\ud3ec\ud2b8**\n* **\ud615\ud0dc\uc18c \ubd84\uc11d:** KoNLPy Okt \uc218\uc900\uc758 \uba85\uc0ac \ucd94\ucd9c \uc54c\uace0\ub9ac\uc998 \uc801\uc6a9.\n* **\ub3d9\uc758\uc5b4 \ucc98\ub9ac:** 'RTD=\uce21\uc628\uc800\ud56d\uccb4', 'IoT=\uc0ac\ubb3c\uc778\ud130\ub137=\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac' \ub4f1 12\uac1c \uc8fc\uc694 \uadf8\ub8f9 \ubcd1\ud569.\n* **\uacc4\uc0b0\uc2dd:** repeat_score \ubc0f \ucd9c\uc81c \uac00\ub2a5\uc131 \uc810\uc218 \uc218\uc2dd(Rule 4, 5)\uc5d0 \uc758\uac70\ud55c \uc815\ub7c9\uc801 \uc0b0\ucd9c \uc218\ud589.<\/code><\/pre>\n\n\n\n
                  \uc548\ub155\ud558\uc138\uc694! \uc624\ub298\uc740 \uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac<\/strong> \uc790\uaca9\uc99d \ucde8\ub4dd\uc744 \uc900\ube44\ud558\uc2dc\ub294 \ubd84\ub4e4\uc744 \uc704\ud574 \uc544\uc8fc \ud2b9\ubcc4\ud55c \ub370\uc774\ud130\ub97c \ub4e4\uace0 \uc654\uc2b5\ub2c8\ub2e4. 103\ud68c\ubd80\ud130 \ucd5c\uc2e0 136\ud68c\uae4c\uc9c0, \ucd1d 12\uac1c \ud68c\ucc28\uc758 \uae30\ucd9c\ubb38\uc81c 368\ubb38\ud56d\uc744 \ud615\ud0dc\uc18c \ubd84\uc11d\uae30\ub85c \uc804\uc218 \uc870\uc0ac\ud558\uc5ec \ud575\uc2ec \ud0a4\uc6cc\ub4dc\uc640 \ucd9c\uc81c \uacbd\ud5a5\uc744 \uc815\ub9ac\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
                  \ub3c5\ud559\uc73c\ub85c \uacf5\ubd80\ud558\uc2dc\uac70\ub098 \ub9c8\ubb34\ub9ac\ub97c \uc900\ube44\ud558\uc2dc\ub294 \ubd84\ub4e4\uaed8 \uc774 \ubd84\uc11d \uc790\ub8cc\uac00 \ud070 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n
                  \n\n\n\n
                  \ud83d\udcca 1. \uae30\ucd9c \ub370\uc774\ud130 \uc694\uc57d \ubd84\uc11d (103\ud68c~136\ud68c)<\/h2>\n\n\n\n
                  \ub2e8\uc21c\ud788 \ub2e8\uc5b4\uac00 \uc5bc\ub9c8\ub098 \ub098\uc654\ub294\uc9c0 \uc138\ub294 \uac83\uc744 \ub118\uc5b4, ‘\uc5f4\uc804\ub300\/RTD’, ‘\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT’ \ub4f1 \uc758\ubbf8\uc0c1 \ub3d9\uc77c\ud55c \uae30\uc220\uad70\uc744 \ubcd1\ud569\ud558\uc5ec \uc2e4\uc9c8\uc801\uc778 \ucd9c\uc81c \ube44\uc911\uc744 \uc0b0\ucd9c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
                  \uc0c1\uc704 20\uac1c \ud575\uc2ec \ud0a4\uc6cc\ub4dc \ud1b5\uacc4<\/h3>\n\n\n\n
                  \uc544\ub798 \ud45c\ub294 \uc804\uccb4 \ubb38\ud56d \uc911 \ud574\ub2f9 \uae30\uc220\uc774 \ucc28\uc9c0\ud558\ub294 \ube44\uc911\uacfc \ucd5c\uadfc 5\ud68c\ucc28(124\ud68c~136\ud68c)\uc5d0\uc11c\uc758 \uc5f0\uc18d \ucd9c\ud604 \uc5ec\ubd80\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n
                  \uc21c\uc704<\/th>\ud575\uc2ec \ud0a4\uc6cc\ub4dc<\/th>\ube48\ub3c4(count)<\/th>\uc0c1\ub300 \ube44\uc911<\/th>\ucd5c\uadfc 5\ud68c\ucc28 \ucd9c\ud604<\/th>\ube44\uace0 (\ud3ec\ud568 \uae30\uc220)<\/th><\/tr><\/thead>
                  1<\/strong><\/td>\uc81c\uc5b4\/\uc81c\uc5b4\uc2dc\uc2a4\ud15c<\/strong><\/td>58<\/td>11.47%<\/td>\u2705 \uc804\ud68c\ucc28<\/td>\uc81c\uc5b4\uc774\ub860, \uc2dc\uc2a4\ud15c \uc548\uc815\ub3c4<\/td><\/tr>
                  2<\/strong><\/td>\uacc4\uce21\/\uc13c\uc11c<\/strong><\/td>48<\/td>9.49%<\/td>\u2705 \uc804\ud68c\ucc28<\/td>\uc13c\uc11c \uc6d0\ub9ac, \uacc4\uce21\uae30\uae30 \uc124\uce58<\/td><\/tr>
                  3<\/strong><\/td>PID\/\ubcf4\uc0c1\uae30<\/strong><\/td>42<\/td>8.31%<\/td>\u2705 \uc804\ud68c\ucc28<\/td>PI\/PD \uc81c\uc5b4, \ud29c\ub2dd<\/td><\/tr>
                  4<\/strong><\/td>\uc81c\uc5b4\ubc38\ube0c<\/strong><\/td>36<\/td>7.12%<\/td>\u2705 \uc5f0\uc18d<\/td>Cv\uce58, \ud3ec\uc9c0\uc154\ub108, \uce90\ube44\ud14c\uc774\uc158<\/td><\/tr>
                  5<\/strong><\/td>\ud1b5\uc2e0\/\ub124\ud2b8\uc6cc\ud06c<\/strong><\/td>34<\/td>6.72%<\/td>\u2705 \uc804\ud68c\ucc28<\/td>TCP\/IP, \ud504\ub85c\ud1a0\ucf5c, \ubcf4\uc548<\/td><\/tr>
                  6<\/td>\uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\/IIoT<\/td>31<\/td>6.13%<\/td>\u2705 \uc804\ud68c\ucc28<\/td>AIoT, \uc0ac\ubb3c\uc778\ud130\ub137, \ube45\ub370\uc774\ud130<\/td><\/tr>
                  7<\/td>\uc720\ub7c9\uacc4<\/td>28<\/td>5.53%<\/td>\uc720\uc9c0<\/td>\uc624\ub9ac\ud53c\uc2a4, \ucc28\uc555\uc2dd, \uc704\uc5b4<\/td><\/tr>
                  8<\/td>RTD\/\uce21\uc628\uc800\ud56d\uccb4<\/td>22<\/td>4.35%<\/td>\uc720\uc9c0<\/td>\uae08\uc18d \uc131\uc9c8, \ub3c4\uc120 \ubc29\uc2dd<\/td><\/tr>
                  9<\/td>\ub178\uc774\uc988\/\uc811\uc9c0<\/td>19<\/td>3.76%<\/td>\uc720\uc9c0<\/td>\uc11c\uc9c0\ubcf4\ud638, \uc811\uc9c0 \uae30\ud638<\/td><\/tr>
                  10<\/td>\ubc29\ud3ed\/\uc548\uc804<\/td>17<\/td>3.36%<\/td>\uc0c1\uc2b9<\/td>\ubcf8\uc9c8\uc548\uc804, SIL, \ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                  \n\n\n\n
                  \ud83d\udca1 2. \uae30\uc220\uc0ac \uc2dc\ud5d8, \ubb34\uc5c7\uc774 \ub2e4\uc74c\uc73c\ub85c \ub098\uc62c\uae4c? (Top 6 \uc608\uce21)<\/h2>\n\n\n\n
                  \ucd5c\uadfc 5\ud68c\ucc28\uc758 \uae09\uaca9\ud55c \ube44\uc911 \ubcc0\ud654\uc640 \uacfc\uac70 \ubc18\ubcf5\uc131 \uc810\uc218\ub97c \uacb0\ud569\ud558\uc5ec \uc0b0\ucd9c\ud55c \ucc28\uae30 \uc2dc\ud5d8 \uc608\uce21 \uc0c1\uc704 6\uac1c \uc8fc\uc81c<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
                    \n
                  1. \uc81c\uc5b4\uc2dc\uc2a4\ud15c \uc774\ub860 (Rank 1):<\/strong> \uc2dc\uc2a4\ud15c\uc758 \uace0\uc720\uac12(Eigenvalue)\uc774\ub098 \uc548\uc815\uc131 \ud574\uc11d\uc740 \ub9e4\ud68c \ube60\uc9c0\uc9c0 \uc54a\ub294 \uace0\ub4dd\uc810 \ud3ec\uc778\ud2b8\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n
                  2. \uacc4\uce21 \ubc0f \uadfc\uc811 \uc13c\uc11c (Rank 2):<\/strong> \uc2e4\ubb34\uc640 \uc9c1\uacb0\ub418\ub294 \uc13c\uc11c\uc758 \uc791\ub3d9 \uc6d0\ub9ac\uc640 \ud604\uc7a5 \uc720\uc758 \uc0ac\ud56d\uc740 1\uad50\uc2dc \ub2e8\ub2f5\ud615\uc758 \ub2e8\uace8 \uc190\ub2d8\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n
                  3. PID \ubc0f \ubcf4\uc0c1\uae30 \uc124\uacc4 (Rank 3):<\/strong> \ucd5c\uadfc \uc81c\uc5b4 \uc131\ub2a5 \ucd5c\uc801\ud654 \uc774\uc288\uc640 \ub9de\ubb3c\ub824 PI\/PD \ubcf4\uc0c1 \ud2b9\uc9d5\uc744 \ubb3b\ub294 \ubb38\uc81c\uac00 \uae09\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
                  4. \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac\uc640 AIoT (Rank 4):<\/strong> \ub2e8\uc21c\ud55c \uac1c\ub150\uc744 \ub118\uc5b4 \uc5e3\uc9c0 \ucef4\ud4e8\ud305, \ub514\uc9c0\ud138 \ud2b8\uc708 \ub4f1 IT\/OT \uc735\ud569 \ubb38\uc81c\uac00 \ub2f9\ub77d\uc744 \uacb0\uc815\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n
                  5. \uc0b0\uc5c5\uc6a9 \ud1b5\uc2e0 \ubcf4\uc548 (Rank 5):<\/strong> \ud654\uc774\ud2b8\ub9ac\uc2a4\ud2b8 \uae30\ubc18 \ubcf4\uc548\uc774\ub098 SNMP \ub4f1 \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c \ubcf4\uc548\uc5d0 \ub300\ud55c \uc694\uad6c\uac00 \ubc18\uc601\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
                  6. \uc81c\uc5b4\ubc38\ube0c \uc2e4\ubb34 (Rank 6):<\/strong> \uc804\ud1b5\uc801\uc778 \ube48\ucd9c \uc8fc\uc81c\uc778 \ub9cc\ud07c, \uacf5\uae30\uc2dd \ubc38\ube0c\uc758 \uc561\ucd94\uc5d0\uc774\ud130\ub098 \ubc38\ube0c \ud2b9\uc131 \uace1\uc120\uc740 \ubc18\ub4dc\uc2dc \uc815\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n
                    \n\n\n\n
                    \ud83c\udfaf 3. \uc804\ub7b5\uc801\uc778 \ud559\uc2b5\uc744 \uc704\ud55c \uc6b0\uc120\uc21c\uc704 \uac00\uc774\ub4dc<\/h2>\n\n\n\n
                    \uc2dc\uac04\uc774 \ubd80\uc871\ud55c \uc218\ud5d8\uc0dd\uc774\ub77c\uba74 \uc544\ub798 \uc6b0\uc120\uc21c\uc704\uc5d0 \ub530\ub77c \uacf5\ubd80 \ubc94\uc704\ub97c \uc881\ud600\ubcf4\uc138\uc694.<\/p>\n\n\n\n
                    \ud83d\udd34 \uace0\uc6b0\uc120\uc21c\uc704 (\ubc18\ub4dc\uc2dc \uc7a1\uc544\uc57c \ud560 \ud575\uc2ec)<\/h3>\n\n\n\n
                      \n
                    • \uc81c\uc5b4\uc774\ub860 & PID \ubcf4\uc0c1:<\/strong> \uc2dc\uc2a4\ud15c \ud574\uc11d\uacfc \uc81c\uc5b4\uae30 \uc124\uacc4\ub294 \uae30\ubcf8 \uc810\uc218\ub97c \ud655\ubcf4\ud558\ub294 \uac00\uc7a5 \ud070 \uae30\ub465\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n
                    • \uc13c\uc11c \uae30\ucd08:<\/strong> \ubb3c\ub9ac\ub7c9\ubcc4 \uc13c\uc11c \uc6d0\ub9ac\ub97c \uba85\ud655\ud788 \uc554\uae30\ud574\uc57c 1\uad50\uc2dc\uc5d0\uc11c \ub2f9\ud669\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
                      \ud83d\udfe1 \uc911\uc6b0\uc120\uc21c\uc704 (\ucc28\ubcc4\ud654\ub97c \uc704\ud55c \ud575\uc2ec)<\/h3>\n\n\n\n
                        \n
                      • \uc2a4\ub9c8\ud2b8\ud329\ud1a0\ub9ac & \ud1b5\uc2e0:<\/strong> \ucd5c\uadfc \uae30\uc220\uc0ac \uc2dc\ud5d8\uc740 ‘\ud604\ub300\ud654’\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. IT \uae30\uc220\uacfc \uc0b0\uc5c5 \ud604\uc7a5\uc758 \uc5f0\uacb0 \uace0\ub9ac\ub97c \ub2f5\uc548\uc5d0 \ub179\uc5ec\ub0b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
                      • \uc81c\uc5b4\ubc38\ube0c & \uc720\ub7c9\uacc4:<\/strong> \uacc4\uc0b0 \ubb38\uc81c\ub098 \ub3c4\uc2dd\ud654 \ubb38\uc81c\uac00 \uc790\uc8fc \ub098\uc624\ubbc0\ub85c \uc190\uc73c\ub85c \uc9c1\uc811 \uadf8\ub824\ubcf4\ub294 \uc5f0\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
                        \ud83d\udfe2 \uc800\uc6b0\uc120\uc21c\uc704 (\ud2c8\uc0c8 \uacf5\ub7b5)<\/h3>\n\n\n\n
                          \n
                        • \ubc29\ud3ed \ubc0f \uc811\uc9c0:<\/strong> \ube48\ub3c4\ub294 \ub0ae\uc9c0\ub9cc \ud55c\ubc88 \ub098\uc624\uba74 \uc810\uc218 \ubc30\uc810\uc774 \ud07d\ub2c8\ub2e4. \ud575\uc2ec \uaddc\uaca9(SIL \ub4f1) \uc704\uc8fc\ub85c \uc815\ub9ac\ud558\uc138\uc694.<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n
                          \ud83d\udcdd \ub9c8\uce58\uba70<\/h2>\n\n\n\n
                          \uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac\ub294 \ud604\uc7a5\uc758 \uacbd\ud5d8\uacfc \uc774\ub860\uc801 \uae4a\uc774\uac00 \ubaa8\ub450 \ud544\uc694\ud55c \uc2dc\ud5d8\uc785\ub2c8\ub2e4. \uc704 \ubd84\uc11d \ub370\uc774\ud130\uac00 \uc5ec\ub7ec\ubd84\uc758 \ud559\uc2b5 \uc9c0\ub3c4(Roadmap)\uac00 \ub418\uc5b4\uc8fc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n
                          \uad81\uae08\ud558\uc2e0 \uc810\uc774\ub098 \ud2b9\uc815 \ud0a4\uc6cc\ub4dc\uc5d0 \ub300\ud55c \uc0c1\uc138 \ubd84\uc11d\uc774 \ud544\uc694\ud558\uc2dc\ub2e4\uba74 \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uc138\uc694! \uc218\ud5d8\uc0dd \uc5ec\ub7ec\ubd84\uc758 \ud569\uaca9\uc744 \uc9c4\uc2ec\uc73c\ub85c \uae30\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"
                          https:\/\/blog.naver.com\/prolab01\/223560604978 [\uc5ed\ud560 \uc124\uc815] \ub108\ub294 ‘\uc0b0\uc5c5\uacc4\uce21\uc81c\uc5b4\uae30\uc220\uc0ac’ \uc2dc\ud5d8 \ub370\uc774\ud130 \ubd84\uc11d \uc804\ubb38\uac00\uc774\uc790 \uad6d\uac00\uae30\uc220\uc790\uaca9 \uc2dc\ud5d8 \uc804\ub7b5\uac00\uc774\ub2e4. \uc81c\uacf5\ub418\ub294 CSV \ud14d\uc2a4\ud2b8\ub97c \ubc14\ud0d5\uc73c\ub85c \ud1b5\uacc4\uc801\uc73c\ub85c \uc5c4\ubc00\ud558\uace0 \uac1d\uad00\uc801\uc778 \ubd84\uc11d\uc744 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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