{"id":1992,"date":"2026-10-28T07:42:02","date_gmt":"2026-10-28T07:42:02","guid":{"rendered":"https:\/\/benlongkj.com\/?p=1992"},"modified":"2026-10-28T07:42:06","modified_gmt":"2026-10-28T07:42:06","slug":"ai-vision-inspection","status":"publish","type":"post","link":"https:\/\/benlongkj.com\/ko\/blog\/ai-vision-inspection\/","title":{"rendered":"\uc81c\uc870\uc5c5\uc5d0\uc11c\uc758 AI \ube44\uc804 \uac80\uc0ac: \uc2e4\uc81c \uc870\ub9bd \ub77c\uc778\uc5d0\uc11c \uba38\uc2e0 \ube44\uc804\uacfc \uc5b4\ub5bb\uac8c \ub2e4\ub978\uac00"},"content":{"rendered":"<p>\ubbf8\ub2c8\uc5b4\ucc98 \uc11c\ud0b7 \ube0c\ub808\uc774\ucee4\ub294 \ucee4\ubc84\uac00 \uc81c\uc790\ub9ac\uc5d0 \ub531 \ub9de\uac8c \ub07c\uc6cc\uc9c0\uae30 \uc9c1\uc804\uc785\ub2c8\ub2e4. 2~3\ucd08 \uc774\ub0b4\uc5d0 \uce74\uba54\ub77c\ub294 \ub9ac\ubcb3\uc774 \uc788\ub294\uc9c0, \ud578\ub4e4\uc774 \uc62c\ubc14\ub978 \ubc29\ud5a5\uc73c\ub85c \uc7a5\ucc29\ub418\uc5c8\ub294\uc9c0, \ub808\uc774\uc800 \ub9c8\ud06c\uac00 \ucc0d\ud614\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \uaddc\uce59 \uae30\ubc18 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc740 \ud45c\uc900 \ub9ac\ubcb3\ubcf4\ub2e4 \uc57d\uac04 \ub354 \ube5b\ub098\ub294 \ub9ac\ubcb3\uc744 \ubcf4\uace0 \ub9ac\ubcb3\uc774 \uc5c6\ub294 \uac83\uc73c\ub85c \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uc791\uc5c5\uc790\ub294 \uc54c\ub78c\uc744 \uc7ac\uc124\uc815\ud558\uace0 10\ubd84 \ud6c4\uc5d0 \uac19\uc740 \uc77c\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. <span style=\"color: #ff0000;\">AI \ube44\uc804 \uac80\uc0ac<\/span> \uc644\uc804\ud788 \ub2e4\ub978 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \ub2e8\uc21c\ud788 \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \uaddc\uce59\uc744 \ub530\ub974\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uc5ec\ub7ec \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc88b\uc740 \uc81c\ud488\uc774 \uc5b4\ub5bb\uac8c \uc0dd\uacbc\ub294\uc9c0 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/p>\n<blockquote><p>\uac04\ub2e8\ud788 \ub9d0\ud574, AI \ube44\uc804 \uac80\uc0ac\ub294 \uc0b0\uc5c5\uc6a9 \uce74\uba54\ub77c\uc640 \ub2e4\uc591\ud55c \ubd80\ud488 \uc774\ubbf8\uc9c0\ub85c \ud559\uc2b5\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc81c\ud488\uc774 \ud488\uc9c8 \uae30\uc900\uc744 \ucda9\uc871\ud558\ub294\uc9c0 \ud310\ub2e8\ud569\ub2c8\ub2e4. AI\ub294 \uc2a4\ud06c\ub798\uce58, \uade0\uc5f4, \uc190\uc0c1\ub41c \ub9c8\ud0b9, \uc6a9\uc811 \uc2a4\ud328\ud130\uc640 \uac19\uc774 \uace0\uc815\ub41c \ud615\ud0dc\uac00 \uc5c6\ub294 \uacb0\ud568\uc744 \ucc98\ub9ac\ud560 \ub54c \uc6b0\uc704\ub97c \uc810\ud558\uba70, \uaddc\uce59 \uae30\ubc18 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc774 \uc774 \ubd80\ubd84\uc5d0\uc11c \uc2e4\ud328\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c AI \ube44\uc804 \uac80\uc0ac\ub294 \uce21\uc815\uc774\ub098 \ucf54\ub4dc \ud310\ub3c5 \uc791\uc5c5\uc744 \uc704\ud55c \uaddc\uce59 \uae30\ubc18 \ube44\uc804\uc758 \ubcf4\uc644 \uae30\uc220\ub85c\uc11c \uc791\uc6a9\ud558\uba70, \ud2b8\ub9bd \ucee4\ube0c, \uc811\ucd09 \uc800\ud56d, \uace0\uc804\uc555 \uc2dc\ud5d8\uacfc \uac19\uc740 \uc804\uae30 \ud14c\uc2a4\ud2b8\uc758 \ud544\uc694\uc131\uc744 \uc5c6\uc560\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p><\/blockquote>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1994\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/AI-Vision-Inspection-in-Manufacturing-How-It-Differs-from-Machine-Vision-on-a-Real-Assembly-Line.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/h2>\n<h2>AI \ube44\uc804 \uac80\uc0ac\ub780?<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uac01 \uac80\uc0ac \uae30\uc220\uc740 \uc778\uacf5\uc9c0\ub2a5 \uae30\ub2a5\uc744 \uae30\ubc18\uc73c\ub85c \uac80\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud574 \uce74\uba54\ub77c\ub97c \uc0ac\uc6a9\ud558\ub294 \uce74\uba54\ub77c \uae30\ubc18 \uac80\uc0ac \uc2dc\uc2a4\ud15c\uc774\ub77c\uace0\ub3c4 \ud569\ub2c8\ub2e4. \uc774\ub294 \uc0c8\ub85c\uc6b4 \uc885\ub958\uc758 \uc870\uba85\uc744 \ub3c4\uc785\ud558\ub294 \ud601\uc2e0\uc801\uc778 \uae30\uc220\uc774 \uc544\ub2c8\ub77c \uac80\uc0ac \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc0dd\uc0b0 \ub77c\uc778\uc5d0\uc11c \uac80\uc0ac \ud504\ub85c\uc138\uc2a4\ub294 \ub124 \uac00\uc9c0 \uc8fc\uc694 \ub2e8\uacc4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4:<\/p>\n<p>\uc774\ubbf8\uc9c0 \ud68d\ub4dd. \ubd80\ud488\uc774 \uac80\uc0ac \uad6c\uc5ed\uc5d0 \ub3c4\ucc29\ud558\uba74 \uc13c\uc11c\uac00 \ud65c\uc131\ud654\ub418\uace0 \uce74\uba54\ub77c\uac00 \uc774\ubbf8\uc9c0\ub97c \ucd2c\uc601\ud569\ub2c8\ub2e4.<br \/>\n\uc774\ubbf8\uc9c0 \ube44\uad50. \ubaa8\ub378\uc740 \ucd2c\uc601\ub41c \uc774\ubbf8\uc9c0\ub97c \uc774\uc804\uc5d0 \ud559\uc2b5\ud55c \uc591\ud488 \ubc0f \ubd88\ub7c9 \uc0d8\ud50c\uacfc \ube44\uad50\ud558\uc5ec \uacb0\ud568 \uac00\ub2a5\uc131\uc744 \ub098\ud0c0\ub0b4\ub294 \uc810\uc218\ub97c \uc81c\uacf5\ud558\uba70, \uc885\uc885 \uc774\ubbf8\uc9c0 \ub0b4 \uacb0\ud568 \uc704\uce58\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<br \/>\n\uacb0\uacfc \ucc98\ub9ac. \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uc815\uc758\ud55c \uc784\uacc4\uac12\uc5d0 \ub530\ub77c \ubaa8\ub378\uc5d0\uc11c \ubc1b\uc740 \uc810\uc218\ub97c \uae30\uc900\uc73c\ub85c \ud569\uaca9 \ub610\ub294 \ubd88\ud569\uaca9\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4.<br \/>\n\ud53c\ub4dc\ubc31 \ucc98\ub9ac. \ubd80\ud488\uc740 \uac70\ubd80\ub418\uac70\ub098 \uacc4\uc18d \uc9c4\ud589\ud560 \uc218 \uc788\uc73c\uba70, \ucd2c\uc601\ub41c \uc774\ubbf8\uc9c0, \uc810\uc218 \ubc0f \ucd5c\uc885 \uacb0\uacfc\uac00 \ubd80\ud488\uc758 \uc77c\ub828 \ubc88\ud638 \uc544\ub798\uc5d0 \uc800\uc7a5\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc885\uc885 \uac04\uacfc\ub418\uc9c0\ub9cc \uac00\uc7a5 \uc911\uc694\ud55c \ub2e8\uacc4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uace0\uac1d\uc774 \ubd88\ub7c9 \uc81c\ud488\uc744 \ubc18\ud488\ud560 \uacbd\uc6b0, \uc6b0\ub9ac\ub294 \uc0dd\uc0b0\ub41c \uc774\ubbf8\uc9c0\ub97c \ucc38\uc870\ud558\uc5ec \uacb0\ud568\uc774 \uc5b4\ub5bb\uac8c \uc0dd\uacbc\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>AI \ube44\uc804 \uac80\uc0ac vs \uba38\uc2e0 \ube44\uc804 vs AOI<\/h2>\n<p>\uc774 \uc8fc\uc81c\uc5d0 \ub300\ud55c \uac70\uc758 \ubaa8\ub4e0 \ubb38\uc758\ub294 \uba38\uc2e0 \ube44\uc804\uacfc AI \ube44\uc804\uc758 \ube44\uad50 \ubb38\uc81c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uc77c\uc0c1 \uc6a9\uc5b4\ub85c \ubd80\ud488\uc758 \uc2dc\uac01 \uac80\uc0ac\ub294 \ub124 \uac00\uc9c0 \ubc29\uc2dd\uc774 \uc788\uc73c\uba70, \uac01 \ubc29\uc2dd\uc740 \uace0\uc720\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \ub610\ud55c \uccab \ubc88\uc9f8 \ubc29\uc2dd\uc744 \uc81c\uc678\ud55c \ubaa8\ub4e0 \ubc29\uc2dd\uc740 \uc790\ub3d9 \uc2dc\uac01 \uac80\uc0ac \ubc94\uc8fc\uc5d0 \uc18d\ud569\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>\uc218\ub3d9 \uac80\uc0ac<\/th>\n<th>\uaddc\uce59 \uae30\ubc18 \uba38\uc2e0 \ube44\uc804<\/th>\n<th>AOI(\uc790\ub3d9 \uad11\ud559 \uac80\uc0ac)<\/th>\n<th>AI \ube44\uc804 \uac80\uc0ac<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uacb0\uc815 \ubc29\uc2dd<\/td>\n<td>\uc791\uc5c5\uc790 \ud310\ub2e8<\/td>\n<td>\uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ud504\ub85c\uadf8\ub798\ubc0d\ud55c \uaddc\uce59: \uac00\uc7a5\uc790\ub9ac, \ube14\ub86d, \uce21\uc815, \ud328\ud134 \ub9e4\uce6d<\/td>\n<td>PCB\uc6a9\uc73c\ub85c \uad6c\ucd95\ub41c \uaddc\uce59 \ubc0f \ucc38\uc870 \ube44\uad50<\/td>\n<td>\uc591\ud488 \ubc0f \ubd88\ub7c9\ud488 \uc774\ubbf8\uc9c0\ub85c \ud559\uc2b5\ub41c \ubaa8\ub378<\/td>\n<\/tr>\n<tr>\n<td>\uc2e0\uc81c\ud488\uc73c\ub85c \uc804\ud658<\/td>\n<td>\ube60\ub974\uc9c0\ub9cc \ud559\uc2b5\uacfc \uc8fc\uc758\uc5d0 \uc758\uc874<\/td>\n<td>\uc0c8\ub85c\uc6b4 \uaddc\uce59 \ubc0f \uc870\uc815, \ubcf4\ud1b5 \uba87 \uc2dc\uac04\uc5d0\uc11c \uba70\uce60 \uc18c\uc694<\/td>\n<td>CAD \ubc0f \ucc38\uc870 \ubcf4\ub4dc\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ubcf4\ub4dc \ud504\ub85c\uadf8\ub7a8<\/td>\n<td>\ud574\ub2f9 \ubcc0\uc885\uc6a9 \ubaa8\ub378 \ub85c\ub4dc; \uc2e0\uc81c\ud488\uc778 \uacbd\uc6b0 \uc0c8 \ubaa8\ub378 \ud559\uc2b5<\/td>\n<\/tr>\n<tr>\n<td>\uc798\ud558\ub294 \uc810<\/td>\n<td>\ube44\uc815\uc0c1 \uacb0\ud568, \ud310\ub2e8 \ud544\uc694<\/td>\n<td>\uce58\uc218, \uc874\uc7ac\/\ubd80\uc7ac, \ubc14\ucf54\ub4dc \ubc0f \ucf54\ub4dc \ud310\ub3c5<\/td>\n<td>\ud68c\ub85c \uae30\ud310\uc758 \ub0a9\ub55c \uc811\ud569\ubd80 \ubc0f \ubd80\ud488<\/td>\n<td>\uac00\ubcc0 \uacb0\ud568: \uae01\ud798, \uade0\uc5f4, \uc190\uc0c1\ub41c \ub9c8\ud0b9, \ud280\uae40, \uc0c9\uc0c1 \ubcc0\ud654<\/td>\n<\/tr>\n<tr>\n<td>\uc2e4\ud328\ud558\ub294 \ubd80\ubd84<\/td>\n<td>\ud53c\ub85c, \ubd88\uc77c\uce58, \uc18d\ub3c4<\/td>\n<td>\ud504\ub85c\uadf8\ub798\ubc0d\ub418\uc9c0 \uc54a\uc740 \uad11\ud0dd, \uc0c9\uc0c1 \ub610\ub294 \uc704\uce58 \ubcc0\ud654<\/td>\n<td>PCB\uac00 \uc544\ub2cc \ubaa8\ub4e0 \uac83<\/td>\n<td>\ubcf8 \uc801 \uc5c6\ub294 \uacb0\ud568 \uc720\ud615; \uc870\uba85 \ub610\ub294 \uc7ac\ub8cc \ubcc0\ud654<\/td>\n<\/tr>\n<tr>\n<td>\uc624\uac80\ucd9c<\/td>\n<td>\uc0ac\ub78c\uacfc \uad50\ub300\uc5d0 \ub530\ub77c \ub2e4\ub984<\/td>\n<td>\uc678\uad00\uc774 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ubcc0\ud560 \ub54c \ub192\uc74c<\/td>\n<td>\ubcf4\ub4dc\ubcc4 \uc870\uc815 \ud544\uc694 \uc2dc \uc911\uac04 \uc218\uc900<\/td>\n<td>\ud559\uc2b5 \ud6c4 \uac00\ubcc0 \ud2b9\uc9d5\uc5d0 \ub300\ud574 \ub0ae\uc74c, \ud558\uc9c0\ub9cc \uc790\uccb4 \ubd80\ud488\uc5d0\uc11c \ud655\uc778 \ud544\uc694<\/td>\n<\/tr>\n<tr>\n<td>\uc815\ubc00 \uce21\uc815<\/td>\n<td>\uc544\ub2c8\uc694<\/td>\n<td>\uc608, \uc8fc\uc694 \uac15\uc810<\/td>\n<td>\uc608, \ubcf4\ub4dc \ud2b9\uc9d5\uc5d0 \ub300\ud574<\/td>\n<td>\ud574\ub2f9 \uc5c5\ubb34 \uc544\ub2d8; \uce21\uc815\uc5d0\ub294 \uaddc\uce59 \uc0ac\uc6a9<\/td>\n<\/tr>\n<tr>\n<td>\ubd88\ud569\uaca9 \uc0ac\uc720 \uc124\uba85 \uac00\ub2a5?<\/td>\n<td>\ubd80\ubd84\uc801\uc73c\ub85c<\/td>\n<td>\uc608: \uc5b4\ub5a4 \uaddc\uce59\uc774 \uc2e4\ud328\ud588\ub294\uc9c0<\/td>\n<td>\uc608: \uc5b4\ub5a4 \uac80\uc0ac\uc5d0\uc11c \uc2e4\ud328\ud588\ub294\uc9c0<\/td>\n<td>\ubd80\ubd84\uc801\uc73c\ub85c: \uc810\uc218\uc640 \ud788\ud2b8\ub9f5, \uaddc\uce59\uc740 \uc544\ub2d8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\ub2e4\uc74c \uc138 \uac00\uc9c0 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4: \uce58\uc218 \ud3c9\uac00, \uc874\uc7ac \uc5ec\ubd80 \ubc0f \ucf54\ub4dc \ud310\ub3c5\uc5d0 \ub300\ud574 \ube60\ub974\uace0 \uc815\ud655\ud558\uba70 \uac04\ub2e8\ud55c \uaddc\uce59 \uae30\ubc18 \ube44\uc804 \uae30\uc220 \uc0ac\uc6a9\uc744 \uacc4\uc18d\ud558\uace0, \uae01\ud798, \ubd88\uc644\uc804\ud55c \ub9c8\ud0b9, \uc0c9\uc0c1 \ubcc0\ud654\uc640 \uac19\uc774 \ub9e4\ubc88 \ubcc0\ud558\ub294 \uacb0\ud568 \ud0d0\uc9c0\uc5d0\ub294 AI \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uba70, PCB AOI\uc640 \uc800\uc804\uc555 \uc804\uae30 \uc870\ub9bd\ud488\uc740 \uc11c\ub85c \ub2e4\ub978 \ubb38\uc81c\uc784\uc744 \uae30\uc5b5\ud574\uc57c \ud569\ub2c8\ub2e4. <span style=\"color: #ff0000;\">\ud68c\ub85c \uae30\ud310\uc6a9 AOI \uae30\uacc4\ub294 \ud68c\ub85c \ucc28\ub2e8\uae30\uc5d0 \uc801\ud569\ud558\uc9c0 \uc54a\uc73c\uba70, \ud68c\ub85c \ucc28\ub2e8\uae30\uc5d0 \uc801\uc6a9 \ubc0f \ud559\uc2b5\ub41c AI \uae30\uc220\uc740 RCBO \ub0b4\ubd80 \uc804\uc790\uc7a5\uce58\uc5d0 \uc801\uc6a9\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2>AI \ube44\uc804 \uac80\uc0ac \uc2dc\uc2a4\ud15c\uc774 \uc2e4\uc81c\ub85c \ud3ec\ud568\ud558\ub294 \uac83<\/h2>\n<p>\uc0dd\uc0b0 \ub77c\uc778\uc758 AI \ube44\uc804 \uac80\uc0ac \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc12f \uac00\uc9c0 \uad6c\uc131 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub450 \ubaa8\ub378\uc5d0 \ub300\ud574 \uc774\uc57c\uae30\ud558\uc9c0\ub9cc \ub098\uba38\uc9c0 \ub124 \uac00\uc9c0 \uad6c\uc131 \uc694\uc18c\uac00 \ud504\ub85c\uc81d\ud2b8 \uc2b9\uc778 \uc5ec\ubd80\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uce74\uba54\ub77c<\/h3>\n<p>\uc0b0\uc5c5\uc6a9 \uce74\uba54\ub77c \uc120\ud0dd\uc740 \uc601\uc5ed \uc2a4\uce94 \uce74\uba54\ub77c\uc774\uba70, \ud574\uc0c1\ub3c4\ub294 \uc2dd\ubcc4\ud558\ub824\ub294 \uacb0\ud568\uc758 \ucd5c\uc18c \ud06c\uae30\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. 0.1mm \uade0\uc5f4\uc5d0 \uad00\uc2ec\uc774 \uc788\ub2e4\uba74, \uce74\uba54\ub77c \uc2dc\uc57c\uc640 \ud574\uc0c1\ub3c4\ub97c \uc124\uc815\ud558\uae30 \uc704\ud574 \ud574\ub2f9 \uae38\uc774\ub97c \ucee4\ubc84\ud558\ub294 \ucda9\ubd84\ud55c \ud53d\uc140 \uc218\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uacbd\uc6b0\uc5d0 \ub530\ub77c \uac80\uc0ac \ub300\uc0c1 \ubd80\ud488\uc758 \uc591\uba74\uc744 \ubcf4\uae30 \uc704\ud574 \ub450 \ub300\uc758 \uce74\uba54\ub77c \ub610\ub294 \uac70\uc6b8 \uc0ac\uc6a9\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc870\uba85<\/h3>\n<p>\uc870\uba85\uc740 \ubcc4\ub3c4\uc758 \ud558\uc704 \uc139\uc158\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc2e4\ud328\ub294 \uc870\uba85 \ubd88\ub7c9\uc73c\ub85c \ubc1c\uc0dd\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc740 \uc811\uc810, \uad6c\ub9ac \ubd80\ud488, \uad11\ud0dd \ucf00\uc774\uc2f1\uc740 \ubb3c\uccb4 \uac01\ub3c4\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \ube5b\uc744 \ubc18\uc0ac\ud569\ub2c8\ub2e4. \ub9c1 \ub77c\uc774\ud2b8, \ub3d4 \ub77c\uc774\ud2b8, \ubc31\ub77c\uc774\ud2b8, \uc800\uac01\ub3c4 \ub77c\uc774\ud2b8\uac00 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uacb0\ud568\uc744 \ub4dc\ub7ec\ub0b4\uae30 \uc704\ud574 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. <span style=\"color: #ff0000;\">\uc870\uba85\uc774 \ubaa8\ub378 \ud559\uc2b5 \uc804\uc5d0 \uc548\uc815\uc801\uc774\uc9c0 \uc54a\uc73c\uba74 \ud504\ub85c\uc81d\ud2b8\ub294 \uc131\uacf5\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4<\/span>. \ubaa8\ub378\uc740 \uac80\uc0ac\ub41c \ubd80\ud488\uc5d0 \uc874\uc7ac\ud558\ub294 \uacb0\ud568 \ub300\uc2e0 \uc870\uba85\uacfc \uad00\ub828\ub41c \ubb38\uc81c\ub97c \ud559\uc2b5\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc2a4\ud14c\uc774\uc158\uc5d0\uc11c\uc758 \ucef4\ud4e8\ud305<\/h3>\n<p>\ucd94\ub860\uc740 \uc2a4\ud14c\uc774\uc158\uc5d0\uc11c \uc5e3\uc9c0 \ucef4\ud4e8\ud130\ub098 \uc2a4\ub9c8\ud2b8 \uce74\uba54\ub77c\uc5d0\uc11c \uc9c1\uc811 \uc218\ud589\ub418\uba70, \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c\ub294 \uc218\ud589\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc0ac\uc774\ud074 \ud0c0\uc784 \ub0b4\uc5d0 PLC\ub85c \uacb0\uc815\uc774 \uc804\ub2ec\ub418\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud558\uc5ec \uc0dd\uc0b0 \ub77c\uc778\uc774 \uc5f0\uacb0\uc744 \uae30\ub2e4\ub9b4 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0\ub294 \ud074\ub77c\uc6b0\ub4dc\ub098 \uacf5\uc7a5 \uc11c\ubc84\uc5d0 \uc800\uc7a5\ub418\uba70, \uadf8\uacf3\uc5d0\uc11c \ubaa8\ub378\uc774 \uc7ac\ud559\uc2b5\ub429\ub2c8\ub2e4.<\/p>\n<h3>\ubaa8\ub378<\/h3>\n<p>\uac80\uc0ac \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc77c\ubc18\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ubaa8\ub378\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubd84\ub958 \ubc0f \uc138\ubd84\ud654 \ubaa8\ub378\uc740 \uc815\uc0c1 \ubd80\ud488\uacfc \ubaa8\ub4e0 \uc720\ud615\uc758 \uacb0\ud568 \uc0d8\ud50c\uc744 \uc0ac\uc6a9\ud574 \ud559\uc2b5\ub429\ub2c8\ub2e4. \uc774\uc0c1 \ud0d0\uc9c0 \ubaa8\ub378\uc740 \uc815\uc0c1 \ubd80\ud488\uc758 \ud2b9\uc131\ub9cc \ud559\uc2b5\ud558\uace0 \ub2e4\ub974\uac8c \ubcf4\uc774\ub294 \ubaa8\ub4e0 \uac83\uc744 \uac10\uc9c0\ud558\ub294\ub370, \uacb0\ud568\uc774 \uc5c6\uc744 \uacbd\uc6b0 \uc798 \uc791\ub3d9\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uc194\ub8e8\uc158\uc774 \uc704 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ubaa8\ub378\uc744 \ubaa8\ub450 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>PLC\uc640\uc758 \ud578\ub4dc\uc170\uc774\ud06c<\/h3>\n<p>\ud578\ub4dc\uc170\uc774\ud06c \uacfc\uc815\uc5d0\uc11c \uce74\uba54\ub77c \uc2dc\uc2a4\ud15c\uacfc PLC\ub294 \uba87 \uac00\uc9c0 \uac04\ub2e8\ud55c \uc2e0\ud638\ub97c \uad50\ud658\ud569\ub2c8\ub2e4: \ubd80\ud488 \uc704\uce58, \ud2b8\ub9ac\uac70, \uacb0\uacfc, \uc131\uacf5 \ub610\ub294 \uc2e4\ud328, \ub54c\ub85c\ub294 \uacb0\ud568 \ucf54\ub4dc. \uacb0\uacfc\uc640 \uc774\ubbf8\uc9c0\ub294 OPC UA \ub610\ub294 Modbus TCP\uc640 \uac19\uc740 \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud574 MES\ub85c \uc804\uc1a1\ub418\uba70, \uc774\ub97c \ud1b5\ud574 \uc77c\ub828 \ubc88\ud638\ub85c \uc774\ubbf8\uc9c0\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \uac1c\uc694\ub294 <a href=\"https:\/\/benlongkj.com\/ko\/blog\/industrial-automation-sensors\/\">\uc0b0\uc5c5 \uc790\ub3d9\ud654 \uc13c\uc11c<\/a> \uae30\uacc4\uc758 \ub2e4\ub978 \uc13c\uc11c\ub4e4 \uc0ac\uc774\uc5d0\uc11c \ube44\uc804\uc774 \uc5b4\ub514\uc5d0 \uc704\uce58\ud558\ub294\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1993\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/What-an-AI-Vision-Inspection-System-Actually-Includes.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/p>\n<h2>\uc804\uae30 \uc870\ub9bd \ub77c\uc778\uc5d0\uc11c AI \ube44\uc804 \uac80\uc0ac\uc758 \uc704\uce58<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5\uc740 \ucc28\ub2e8\uae30\uc640 \uc811\ucd09\uae30 \uacb0\ud568 \uac10\uc9c0 \ub9e5\ub77d\uc5d0\uc11c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc544\ub798 \ud45c\ub294 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ube44\uc804 \uac80\uc0ac \ud504\ub85c\uc138\uc2a4\ub97c \ubcf4\uc5ec\uc8fc\uba70 AI, \uaddc\uce59 \ub610\ub294 \ub450 \uac00\uc9c0 \ubaa8\ub450\ub85c \uc218\ud589\ud558\ub294 \ucd5c\uc801\uc758 \ubc29\ubc95\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ucd94\ub860 \uc2dc\uac04\uc740 \uc218\uc2ed \ubc00\ub9ac\ucd08\ub85c \ub2e4\uc591\ud558\uba70, \uc2a4\ud14c\uc774\uc158 \uc0ac\uc774\ud074 \ud0c0\uc784\uc774 \uc57d 2~3.5\ucd08\uc778 \uacbd\uc6b0 \uc5ec\uc804\ud788 \ud5c8\uc6a9\ub429\ub2c8\ub2e4. <a href=\"https:\/\/benlongkj.com\/ko\/mcb-automatic-assembly-line-product\/\">MCB \uc790\ub3d9 \uc870\ub9bd \ub77c\uc778<\/a>.<\/p>\n<table>\n<thead>\n<tr>\n<th>\ud655\uc778<\/th>\n<th>\ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc81c<\/th>\n<th>\uaddc\uce59 \ub610\ub294 AI?<\/th>\n<th>\uc774\uc720<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\ub9ac\ubcb3 \uc874\uc7ac \uc5ec\ubd80<\/td>\n<td>\ub9ac\ubcb3 \ub204\ub77d \ub610\ub294 \ubc18\ucbe4 \uace0\uc815\ub428<\/td>\n<td>\uba3c\uc800 \uaddc\uce59; \uad11\ud0dd\uc774 \ub9ce\uc774 \ubcc0\ud558\uba74 AI \uc0ac\uc6a9<\/td>\n<td>\uc874\uc7ac \uc5ec\ubd80\ub294 \uac04\ub2e8\ud558\uc9c0\ub9cc \ubc18\uc0ac\uac00 \uc798\ubabb\ub41c \uac70\ubd80\ub97c \uc720\ubc1c\ud568<\/td>\n<\/tr>\n<tr>\n<td>\uc811\ucd09 \uc704\uce58 \ubc0f \uae30\uc6b8\uae30<\/td>\n<td>\uc740 \uc811\ucd09\ubd80\uac00 \uae30\uc6b8\uc5b4\uc9c0\uac70\ub098 \uc911\uc2ec\uc5d0\uc11c \ubc97\uc5b4\ub0a8<\/td>\n<td>\uc704\uce58\ub294 \uaddc\uce59; \ud45c\uba74 \uc190\uc0c1\uc740 AI<\/td>\n<td>\uc704\uce58\ub294 \uce21\uc815; \uc190\uc0c1\uc740 \uc544\ub2d8<\/td>\n<\/tr>\n<tr>\n<td>\ud578\ub4e4 \ubc0f \uadf9\uc131<\/td>\n<td>\ud578\ub4e4 \ubc18\uc804, \uadf9 \uc21c\uc11c \uc624\ub958<\/td>\n<td>\uaddc\uce59<\/td>\n<td>\uace0\uc815\ub41c \uae30\ud558\ud559, \uba85\ud655\ud55c \ud328\ud134<\/td>\n<\/tr>\n<tr>\n<td>\ub808\uc774\uc800 \ub9c8\ud0b9 \ubc0f OCR<\/td>\n<td>\ubb38\uc790 \ub204\ub77d, \ud76c\ubbf8\ud558\uac70\ub098 \uae68\uc9c4 \ubb38\uc790<\/td>\n<td>\uc190\uc0c1\ub41c \ub9c8\ud06c\ub294 AI OCR; \ucf54\ub4dc\uc5d0\ub294 \uaddc\uce59<\/td>\n<td>AI\ub294 \ubd80\ubd84\uc801\uc774\uac70\ub098 \uc800\ub300\ube44 \ub9c8\ud06c\ub97c \ub354 \uc798 \ucc98\ub9ac\ud568<\/td>\n<\/tr>\n<tr>\n<td>\ud558\uc6b0\uc9d5 \uade0\uc5f4 \ubc0f \uc2f1\ud06c \ub9c8\ud06c<\/td>\n<td>\uc131\ud615 \uacb0\ud568, \uc1fc\ud2b8 \uc0f7, \uc0c9\uc0c1 \ubcc0\ud654<\/td>\n<td>\uc77c\uccb4 \ud3ec\ud568<\/td>\n<td>\uacb0\ud568\uc740 \ubaa8\uc591\uacfc \uc704\uce58\uac00 \ub2e4\uc591\ud568<\/td>\n<\/tr>\n<tr>\n<td>\ub2e8\uc790 \uc0bd\uc785<\/td>\n<td>\ub2e8\uc790\uac00 \uc644\uc804\ud788 \uc0bd\uc785\ub418\uc9c0 \uc54a\uc74c<\/td>\n<td>\uaddc\uce59 \ub610\ub294 3D \uce21\uc815<\/td>\n<td>\uae4a\uc774\ub294 \uce58\uc218\uc784<\/td>\n<\/tr>\n<tr>\n<td>\ub77c\ubca8 \ubc0f \uc124\uba85\uc11c<\/td>\n<td>\uc798\ubabb\ub41c \ub77c\ubca8, \ub204\ub77d\ub41c \uc124\uba85\uc11c<\/td>\n<td>\uaddc\uce59\uacfc OCR<\/td>\n<td>\ub808\uc2dc\ud53c\uc640 \uc77c\uce58 \uc5ec\ubd80<\/td>\n<\/tr>\n<tr>\n<td>\uc6a9\uc811 \uc2a4\ud328\ud130 \ubc0f \ubc84<\/td>\n<td>\uc811\ucd09\ubd80\uc758 \uc2a4\ud328\ud130, \uc6a9\uc811 \ubd80\ud488\uc758 \ubc84<\/td>\n<td>\uc77c\uccb4 \ud3ec\ud568<\/td>\n<td>\ubd88\uaddc\uce59\ud55c \ubaa8\uc591\uacfc \ud06c\uae30<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\ubca4\ub871\uc758 \uc790\uccb4 \uae30\uacc4\ub294 \uc624\ub298\ub0a0 \uc774 \ud45c\uc758 \uaddc\uce59 \uae30\ubc18 \uce21\uba74\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. <a href=\"https:\/\/benlongkj.com\/ko\/mcb-muti-pole-automatic-assembly-machine-product\/\">MCB \ub2e4\uadf9 \uc870\ub9bd \uae30\uacc4<\/a>, CCD \uce74\uba54\ub77c\uac00 \uce21\ubcbd \uc815\ub82c\uacfc \uadf9 \uac04\uaca9\uc744 \uac80\uc0ac\ud558\uace0 \ub9ac\ubcb3\ud305 \uc804\uc5d0 \ubd80\ud488\uc744 \u00b10.05 mm \uc774\ub0b4\ub85c \uc704\uce58\uc2dc\ud0b5\ub2c8\ub2e4. <a href=\"https:\/\/benlongkj.com\/ko\/mcb-automatic-testing-line-product\/\">MCB \uc790\ub3d9 \ud14c\uc2a4\ud2b8 \ub77c\uc778<\/a> \ucf00\uc774\uc2a4, \ub77c\ubca8 \ubc0f \ub098\uc0ac\uc758 \ube44\uc804 \uac80\uc0ac\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. AI\ub294 \uacb0\ud568\uc774 \ubd88\uaddc\uce59\ud55c \uacbd\uc6b0\uc5d0 \ub300\ubd80\ubd84 \ucd94\uac00\ub418\uba70, \uc774 \ub54c\ubb38\uc5d0 \ud558\uc6b0\uc9d5, \ub9c8\ud0b9 \ubc0f \uc6a9\uc811\uc774 \ubaa9\ub85d \uc0c1\ub2e8\uc5d0 \uc704\uce58\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ube44\uc804\uc774 \ud310\ub2e8\ud574\uc11c\ub294 \uc548 \ub418\ub294 \uac83<\/h3>\n<p>\ud68c\ub85c \ucc28\ub2e8\uae30\uc5d0\ub294 \uc721\uc548\uc73c\ub85c \ud310\ub2e8\ud560 \uc218 \uc5c6\ub294 \uc2ec\uac01\ud55c \uacb0\ud568\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<p>\uc21c\uac04 \ud2b8\ub9bd \uc2dc\uac04 \uae30\uc220;<br \/>\n\uc5f4 \ud2b8\ub9bd\uc744 \uc704\ud55c \uc815\uaca9 \uc804\ub958\uc758 1.13\ubc30 \ubc0f 1.45\ubc30 \uc2dc\uac04;<br \/>\n\uc811\ucd09 \uc800\ud56d;<br \/>\n\uc808\uc5f0 \uac15\ub3c4;<br \/>\nRCCB \ubc0f RCBO\uc758 \uc794\ub958 \uc804\ub958 \ud2b8\ub9bd \uc2dc\uac04.<\/p>\n<p>\ucc28\ub2e8\uae30\ub294 \uc644\ubcbd\ud574 \ubcf4\uc77c \uc218 \uc788\uc9c0\ub9cc \uc5ec\uc804\ud788 \ub2a6\uac8c \ud2b8\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5b8\uae09\ub41c \ud2b9\uc131\uc758 \ud14c\uc2a4\ud2b8\ub294 \ubca4\uce58\uc5d0\uc11c \uc218\ud589\ub418\uba70, \uc608\ub97c \ub4e4\uc5b4 <a href=\"https:\/\/benlongkj.com\/ko\/mcb-automatic-magnetic-trip-test-on-off-high-voltage-test-machine-product\/\">MCB \uc790\uae30 \ud2b8\ub9bd \ubc0f \uace0\uc804\uc555 \ud14c\uc2a4\ud2b8 \uae30\uacc4<\/a>, \ub294 \uac01 \ud14c\uc2a4\ud2b8\ub41c \uae30\uae30\uc5d0 \ub300\ud574 \u00b11 ms\uc758 \ud2b8\ub9bd \uc2dc\uac04\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. <span style=\"color: #ff0000;\">\uce74\uba54\ub77c\ub294 \ubd80\ud488\uc758 \uc678\uad00\uc744 \uac10\uc9c0\ud558\uace0, \uc804\uae30 \ud14c\uc2a4\ud2b8\ub294 \uc81c\ub300\ub85c \uc791\ub3d9\ud558\ub294\uc9c0 \uacb0\uc815\ud569\ub2c8\ub2e4. \uc88b\uc740 \ub77c\uc778\uc740 \ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub97c \uac01 \uae30\uae30\uc758 \uace0\uc720 \uc77c\ub828 \ubc88\ud638\uc640 \uc5f0\uacb0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2>\uc608: MCB \ub77c\uc778\uc758 \ud55c \uce74\uba54\ub77c \uc2a4\ud14c\uc774\uc158<\/h2>\n<p>\ub2e4\uc74c\uc740 \uc57d 3\ucd08\ub2f9 \ud55c \ub2e8\uc704\ub85c \uc791\ub3d9\ud558\ub294 \ucc28\ub2e8\uae30 \ub77c\uc778\uc5d0\uc11c \ub2e8\uc77c AI \ube44\uc804 \uc2a4\ud14c\uc774\uc158\uc774 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc2dc\uac04\uc740 \uc774 \uc885\ub958\uc758 \uc2a4\ud14c\uc774\uc158\uc5d0 \ub300\ud55c \uc77c\ubc18\uc801\uc778 \uc218\uce58\uc774\uba70, \uc0ac\uc591\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\uc2dc\uac04<\/th>\n<th>\ubc1c\uc0dd\ud558\ub294 \uc77c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>00\ucd08<\/td>\n<td>\ucc28\ub2e8\uae30\uac00 \uace0\uc815\uad6c\uc5d0 \ub3c4\ucc29\ud558\uc5ec \uace0\uc815\ub429\ub2c8\ub2e4. \uc13c\uc11c\uac00 \uc704\uce58\ub97c \ud655\uc778\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>05\ucd08<\/td>\n<td>PLC\uac00 \ud2b8\ub9ac\uac70\ub97c \ubcf4\ub0c5\ub2c8\ub2e4. \uc2a4\ud2b8\ub85c\ube0c \ub77c\uc774\ud2b8\uac00 \uc810\ub4f1\ub418\uace0 \uce74\uba54\ub77c\uac00 \uba87 \ubc00\ub9ac\ucd08 \ub3d9\uc548 \ub178\ucd9c\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>10\u20130.20\ucd08<\/td>\n<td>\uc774\ubbf8\uc9c0\uac00 \uc5e3\uc9c0 \ucef4\ud4e8\ud130\uc5d0 \ub3c4\ub2ec\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc774 \ub9ac\ubcb3, \ud578\ub4e4, \ub9c8\ud0b9 \ubc0f \ud558\uc6b0\uc9d5\uc744 \uac80\uc0ac\ud558\uace0 \uac01\uac01\uc5d0 \ub300\ud55c \uc810\uc218\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>25\ucd08<\/td>\n<td>\uc810\uc218\uac00 \uc784\uacc4\uac12\uacfc \ube44\uad50\ub418\uace0, \ud569\uaca9 \ub610\ub294 \ubd88\ud569\uaca9\uacfc \uacb0\ud568 \ucf54\ub4dc\uac00 PLC\ub85c \uc804\uc1a1\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>30\ucd08 \uc774\ud6c4<\/td>\n<td>\ubd88\ud569\uaca9 \uc2dc PLC\uac00 \ucc28\ub2e8\uae30\ub97c \ubd88\ub7c9\ud488 \ud22c\uc785\uad6c\ub85c \ubcf4\ub0c5\ub2c8\ub2e4. \ud569\uaca9 \uc2dc \ub2e4\uc74c \ub2e8\uacc4\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n<tr>\n<td>\ubcd1\ud589\ud558\uc5ec<\/td>\n<td>\uc774\ubbf8\uc9c0, \uc810\uc218 \ubc0f \uacb0\uacfc\uac00 \ucc28\ub2e8\uae30\uc758 \uc77c\ub828 \ubc88\ud638 \uc544\ub798 MES\uc5d0 \uae30\ub85d\ub429\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\ud55c \uae30\uacc4\uc5d0\uc11c \ub2e4\ub978 \uae30\uacc4\ub85c \uc804\ud658\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc778\uacf5\uc9c0\ub2a5\uc774 \uc9c4\uc815\ud55c \uac00\uce58\ub97c \ucc3d\ucd9c\ud569\ub2c8\ub2e4. \ucc28\ub2e8\uae30\ub294 \ud558\ub8e8\uc5d0 1P\uc5d0\uc11c 4P \ubaa8\ub378, B, C, D \ubaa8\ub378 \ubc0f \ub2e4\uc591\ud55c \uc804\ub958 \ub4f1\uae09 \uc0ac\uc774\ub97c \uc774\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uaddc\uce59 \uae30\ubc18 \ube44\uc804\uc5d0\uc11c\ub294 \uc804\ud658 \uc2dc \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uad00\ucc30\ud560 \uc601\uc5ed\uacfc \ubaa8\ub378\ubcc4 \uc218\uce58 \ud55c\uacc4\ub97c \uc5c5\ub370\uc774\ud2b8\ud574\uc57c \ud569\ub2c8\ub2e4. AI \ube44\uc804\uc5d0\uc11c\ub294 \uc81c\ud488\uad70\ubcc4\ub85c \ubaa8\ub378\uc774 \ubcc4\ub3c4\ub85c \ud559\uc2b5\ub418\uba70, \uae30\uacc4 \uc804\ud658 \ub808\uc2dc\ud53c\ub3c4 \uc62c\ubc14\ub978 \ubaa8\ub378 \uc120\ud0dd\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc0c8\ub85c\uc6b4 \ubcc0\uc885\uc774 \ub4f1\uc7a5\ud558\uba74 \ud300\uc740 \uc774\ubbf8\uc9c0\ub97c \uc218\uc9d1\ud558\uace0 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uba70 \uc6b4\uc601 \uc804\uc5d0 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \ubcf5\uc7a1\ud574 \ubcf4\uc774\uc9c0\ub9cc, \uac01 \ubaa8\ub378\ub9c8\ub2e4 \ud55c \ubc88\ub9cc \uc218\ud589\ud558\uba74 \ub418\uba70, \ucc28\ub2e8\uae30 \ubcc0\uacbd \ud69f\uc218\uc640 \ubb34\uad00\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc81c\uc870\uc5c5\uccb4\uac00 \uc624\ub298\ub0a0 AI \ube44\uc804 \uac80\uc0ac\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>\uba87 \uac00\uc9c0 \uacf5\uac1c \uc0ac\ub840\ub294 \uae30\uc220\uc774 \uc5bc\ub9c8\ub098 \ud655\uc0b0\ub418\uc5c8\ub294\uc9c0\uc640 \ud55c\uacc4\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>Cognex \ubc0f Keyence: \uc2a4\ub9c8\ud2b8 \uce74\uba54\ub77c\uc758 AI<\/h3>\n<p>Cognex\ub294 \uad11\ud559 \ubb38\uc790 \uc778\uc2dd, \uc870\ub9bd \uac80\uc99d \ubc0f \uacb0\ud568 \uac10\uc9c0\ub97c \uc704\ud574 ViDi \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\ub294 \ucd5c\uc2e0 In-Sight D900 \uc0b0\uc5c5\uc6a9 \uc2a4\ub9c8\ud2b8 \uce74\uba54\ub77c\uc5d0 \ub525\ub7ec\ub2dd \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. Cognex\uc5d0 \ub530\ub974\uba74 \ucd5c\uc2e0 In-Sight L38\uc740 2\ucc28\uc6d0 \ubc0f 3\ucc28\uc6d0 \ube44\uc804\uc744 \uac16\ucd98 AI\ub97c \ud1b5\ud569\ud588\uc73c\uba70, 5-10\uac1c\uc758 \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0\ub85c\ub3c4 \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74, Keyence\uac00 \uc0dd\uc0b0\ud558\ub294 IV4 \uce74\uba54\ub77c \uc2dc\ub9ac\uc988\ub294 \ubd80\ud488 \uc2dd\ubcc4, \uacc4\uc218 \ubc0f \ubb38\uc790 \ud310\ub3c5\uc744 \uc704\ud55c AI \uae30\ub2a5\uacfc \ucd5c\uc801\uc758 \uc774\ubbf8\uc9d5\uc744 \uc704\ud55c \uad8c\uc7a5 \uc0ac\ud56d\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ubbf8\ub798\ub294 \uba85\ud655\ud569\ub2c8\ub2e4: \uce74\uba54\ub77c\uc5d0 AI \ud1b5\ud569\uc740 \ud604\uc2e4\uc785\ub2c8\ub2e4.<\/p>\n<h3>Siemens: AI \uac80\uc0ac \uc62c\uc778\uc6d0 \ubc15\uc2a4<\/h3>\n<p>2024\ub144\uc5d0 Siemens\ub294 \uce74\uba54\ub77c, \uad11\uc6d0, \ub80c\uc988 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ud3ec\ud568\ud558\ub294 \ub2e8\uc77c \uc720\ub2db\uc73c\ub85c AI \uae30\ubc18 \uc2dc\uac01 \uac80\uc0ac\ub97c \uc81c\uacf5\ud558\ub294 \ub3c5\uc77c \ud68c\uc0ac Inspekto\ub97c \uc778\uc218\ud588\uc2b5\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \ud6c8\ub828\uc5d0\ub294 \uc57d 20-30\uc7a5\uc758 \uc591\ud488 \uc774\ubbf8\uc9c0\uac00 \ud544\uc694\ud558\uba70, \uc124\uce58\ub294 \ud1b5\ud569 \uc791\uc5c5 \uc5c6\uc774 \uc6b4\uc601\uc790\uac00 \uc9c1\uc811 \uc644\ub8cc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Siemens\uac00 \uc218\ud589\ud55c \ucc38\uc870 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub294 AI \uae30\uc220\ub85c \uc2a4\ud0ec\ud504 \ubd80\ud488\uc758 \uc218\ub3d9 \ud3c9\uac00\ub97c \ub300\uccb4\ud558\uc5ec \uc218\ub3d9 \uac80\uc0ac \ud69f\uc218\ub97c \ucd5c\ub300 80%\uae4c\uc9c0 \uc904\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>BMW\uc640 \ub77c\uc774\ud2b8\ud558\uc6b0\uc2a4 \uacf5\uc7a5<\/h3>\n<p>BMW\uc758 AIQX \uc2dc\uc2a4\ud15c\uc740 \uc870\ub9bd \ub77c\uc778\uc5d0 \ubc30\uce58\ub41c \uce74\uba54\ub77c\ub97c \ud1b5\ud574 \ubcc0\ud615 \ubc0f \uc644\uc804\uc131 \uac80\uc0ac\ub97c \uc218\ud589\ud558\uba70, \uc2e4\uc2dc\uac04\uc73c\ub85c \uc774\uc0c1\uc744 \ubc1c\uacac\ud558\uace0 \uc6b4\uc601\uc790\uc5d0\uac8c \uc989\uac01\uc801\uc778 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \uc138\uacc4\uacbd\uc81c\ud3ec\ub7fc\uc758 \ucd5c\uc2e0 \uae00\ub85c\ubc8c \ub77c\uc774\ud2b8\ud558\uc6b0\uc2a4 \ubaa9\ub85d\uc5d0 \uc5b8\uae09\ub41c Rockwell Automation\uc758 \uc2f1\uac00\ud3ec\ub974 \uacf5\uc7a5\uc740 AI \ud488\uc9c8 \uad00\ub9ac \uc2dc\uc2a4\ud15c \ub355\ubd84\uc5d0 \uacb0\ud568\uc744 35% \uac10\uc18c\uc2dc\ucf30\ub2e4\uace0 \ubcf4\uace0\ud588\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \uac00\uc774\ub4dc\ub294 <a href=\"https:\/\/benlongkj.com\/ko\/blog\/what-is-a-factory-lighthouse-real-examples-from-schneider-siemens-eaton\/\">\uacf5\uc7a5 \ub77c\uc774\ud2b8\ud558\uc6b0\uc2a4 \uc0ac\ub840<\/a> Siemens, Schneider Electric \ubc0f Eaton \uacf5\uc7a5\uc5d0\uc11c \uc2dc\uac01 \uac80\uc0ac\uac00 \ub354 \ub113\uc740 \ub370\uc774\ud130 \ub8e8\ud504\uc5d0 \uc5b4\ub5bb\uac8c \uc801\ud569\ud55c\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>Foxconn\uacfc \uc804\uc790 \uc81c\uc870: \uc774\uac83\uc774 AOI\uc785\ub2c8\ub2e4<\/h3>\n<p>Foxconn Industrial Internet\uacfc Wistron\uc740 \ud68c\ub85c \uae30\ud310\uc758 \uc790\ub3d9 \ud3c9\uac00\ub97c \uc704\ud574 Nvidia\uc758 Metropolis \ube44\uc804 AI \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc778\uc0c1\uc801\uc778 \uc801\uc6a9 \uc0ac\ub840\ub294 \ud68c\ub85c \uae30\ud310 \ud3c9\uac00\uc5d0\ub9cc \uad6d\ud55c\ub429\ub2c8\ub2e4. \uc811\uc810, \uace0\uc815\uad6c \ubc0f \ucee4\ub125\ud130\uc640 \uac19\uc740 \ub2e4\ub978 \uc694\uc18c\uc758 \uac80\uc0ac\ub294 \ud2b9\uc815 \uc870\uba85 \uc2dc\uc2a4\ud15c\uacfc \uace0\uc720 \ubaa8\ub378 \uac1c\ubc1c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc790\ub3d9\ucc28 \uc0b0\uc5c5\uc774 \uaddc\uce59\uc744 \uc791\uc131\ud558\ub2e4: AIAG CQI-38<\/h3>\n<p>2026\ub144 6\uc6d4, AIAG\ub294 \uc2dc\uac01 \uac80\uc0ac \uae30\uc220 \ubc0f \uc751\uc6a9 \ud3c9\uac00\ub97c \uc704\ud55c CQI-38 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc11c\ub294 OEM, \uacf5\uae09\uc5c5\uccb4 \ubc0f \uc81c\uc870\uc5c5\uccb4\uc5d0 AI \uae30\ubc18 \uc2dc\uac01 \uac80\uc0ac \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \ud45c\uc900 \ud3c9\uac00 \uc808\ucc28\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc800\uc804\uc555 \uc81c\uc870\uc5c5\uccb4\ub294 CQI-38 \uc0ac\uc6a9 \uc758\ubb34\ub294 \uc5c6\uc9c0\ub9cc, \uae30\uc220 \uac80\uc99d\uc744 \uc704\ud55c \uc608\ubc29 \uc870\uce58\ub294 \uc2dc\uac01 AI \uae30\uc220 \ud3c9\uac00\uc5d0 \uad00\uc5ec\ud558\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1996\" src=\"https:\/\/benlongkj.com\/wp-content\/uploads\/2026\/10\/How-Manufacturers-Use-AI-Vision-Inspection-Today.webp\" alt=\"\" width=\"1448\" height=\"1086\" \/><\/p>\n<h2>6\uac1c\uc6d4 \ud30c\uc77c\ub7ff \uc5c6\uc774 AI \ube44\uc804 \uac80\uc0ac \ubc30\ud3ec\ud558\uae30<\/h2>\n<p>AI \ube44\uc804 \ud30c\uc77c\ub7ff \ud504\ub85c\uadf8\ub7a8\uc774 \uc218\uac1c\uc6d4 \ub3d9\uc548 \uc5f0\uc7a5\ub420 \ub54c \uc2e4\ud328\ud558\ub294 \uc77c\ubc18\uc801\uc778 \uc774\uc720\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ubaa9\ub85d\uc740 \uc774\ub97c \ubc29\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ucc98\uc74c\uc5d0\ub294 \ud55c \uac00\uc9c0 \uacb0\ud568\uc5d0\ub9cc \uc9d1\uc911\ud558\uc138\uc694. \ucc98\uc74c\ubd80\ud130 \ube44\uc804 \uae30\uc220\uc744 \uc0dd\uc0b0 \ub77c\uc778\uc5d0 \uc801\uc6a9\ud558\uae30\ubcf4\ub2e4\ub294, \uc608\ub97c \ub4e4\uc5b4 \uc778\uc1c4 \ub204\ub77d\uc774\ub098 \uc190\uc0c1\ub41c \ud558\uc6b0\uc9d5\ucc98\ub7fc \uc624\ub298\ub0a0 \uc7ac\uc815\uc801 \uc190\uc2e4\uc744 \ucd08\ub798\ud558\ub294 \uacb0\ud568\uc744 \uc120\ud0dd\ud558\uc138\uc694.<br \/>\n\uc0ac\uc9c4\uc744 \ucd2c\uc601\ud558\uae30 \uc804\uc5d0 \uc62c\ubc14\ub978 \uc870\uba85\uacfc \ubd80\ud488 \uc704\uce58\ub97c \uc81c\uacf5\ud558\uc138\uc694. \ubaa8\ub378\uc758 \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \uc870\uba85\uacfc \ubd80\ud488 \uc6c0\uc9c1\uc784\uc740 \uacb0\ud568\uc774 \uc544\ub2cc \ub178\uc774\uc988\ub97c \ubc1c\uc0dd\uc2dc\ud0b5\ub2c8\ub2e4.<br \/>\n\uc5ec\ub7ec \ud488\uc9c8 \uc774\ubbf8\uc9c0\ub97c \uc218\uc9d1\ud558\uace0 \uacb0\ud568 \uc720\ud615\uc744 \uad6c\ubd84\ud558\uc138\uc694. \ub4dc\ubb38 \uc720\ud615\uc758 \uacb0\ud568\uc744 \ub2e4\ub8f0 \ub54c\ub294 \ud55c \ub2ec\uc5d0 \ub450 \ubc88 \ubc1c\uc0dd\ud558\ub294 \uacb0\ud568 \uc0ac\uc9c4 500\uc7a5\uc744 \uac00\uc7a5\ud558\ub294 \uac83\ubcf4\ub2e4 \uc774\uc0c1 \ud0d0\uc9c0\ub97c \uacc4\uc18d\ud558\ub294 \uac83\uc774 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<br \/>\n\uc7a5\uce58\uc5d0\uc11c \uac70\uc9d3 \uac70\ubd80\uc640 \ub204\ub77d \uc218\ub97c \ube44\uad50\ud558\uc138\uc694. \ub370\ubaa8 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud55c \uacf5\uae09\uc5c5\uccb4\uc758 99% \uc218\uce58\ub294 \uc870\uba85\uc774 \ub2e4\ub978 \uc0c1\ud0dc\uc5d0\uc11c \ud558\uc6b0\uc9d5\uc744 \uac80\uc0ac\ud558\uba74 \uc544\ubb34 \uc758\ubbf8\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<br \/>\n\uc5e3\uc9c0\uc5d0\uc11c \ucd94\ub860\uc744 \uc218\ud589\ud558\uace0 \uc791\uc5c5 \uc0ac\uc774\ud074 \uc2dc\uac04 \ub0b4\uc5d0 \uc644\ub8cc\ud558\uc138\uc694. \ud074\ub77c\uc6b0\ub4dc\uc640 \uc11c\ubc84\ub294 \uc774\ubbf8\uc9c0 \uc800\uc7a5\uacfc \ubaa8\ub378 \uc7ac\ud559\uc2b5\uc5d0\ub9cc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<br \/>\n\uc100\ub3c4\uc6b0 \ubaa8\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825\uc744 \uae30\ub85d\ud558\uace0 \uc810\uc218\ub97c \ub9e4\uae30\ub418, \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc5b4\ub5a4 \ud310\ub3c5\ub3c4 \uac70\ubd80\ud558\uc9c0 \ub9c8\uc138\uc694. \uc774 \ubaa8\ub4dc\ub294 \uc2dc\uc2a4\ud15c \uc0ac\uc6a9 \uc2dc\uc791 \uc804\uc5d0 AI \uacb0\ub860\uacfc \uac80\uc0ac\uc790 \ud1b5\ucc30\ub825\uc758 \ube44\uc728\uc744 \ucd94\uc815\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<br \/>\n\uc0dd\uc0b0 \ub77c\uc778\uc744 \ubcc0\uacbd\ud558\uac70\ub098 \ub2e4\ub978 \uc720\ud615\uc758 \uc7a5\uce58\ub97c \uc0dd\uc0b0\ud560 \uacbd\uc6b0 \ub9e4\ubc88 \uc7ac\uac80\uc99d\ud558\uc138\uc694.<\/p>\n<h2>\uac70\uc9d3 \uac70\ubd80: \ub77c\uc778\uc774 \uce74\uba54\ub77c\ub97c \uc720\uc9c0\ud560\uc9c0 \uacb0\uc815\ud558\ub294 \uc218\uce58<\/h2>\n<p>\ub450 \uac00\uc9c0 \uac12\uc740 \ud338\ud50c\ub9bf\uc5d0 \uc5b8\uae09\ub41c \uc5b4\ub5a4 \uc815\ud655\ub3c4 \uac12\ubcf4\ub2e4 \ud6e8\uc52c \uc911\uc694\ud569\ub2c8\ub2e4. \ub204\ub77d\ub960\uc740 \uce74\uba54\ub77c\uac00 \ud5c8\uc6a9\ud55c \uacb0\ud568 \uc788\ub294 \ud488\ubaa9 \uc218\ub97c \ub098\ud0c0\ub0b4\uace0, \uac70\uc9d3 \uac70\ubd80\uc728\uc740 \uacb0\ud568 \uc5c6\ub294 \uc81c\ud488\uc744 \ud3d0\uae30\ud55c \uc218\ub97c \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc0c1\ud669\uc744 \uba85\ud655\ud788 \ud558\uae30 \uc704\ud574 \uc2e4\uc81c \uc0c1\ud669\uc5d0\uc11c \uac00\uc838\uc628 \uac83\uc774 \uc544\ub2cc \uc608\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud55c \uc0dd\uc0b0 \ub77c\uc778\uc774 10,000\uac1c\uc758 \uc11c\ud0b7 \ube0c\ub808\uc774\ucee4\ub97c \uc0dd\uc0b0\ud558\uba70, \uadf8 \uc911 50\uac1c \ubd80\ud488\uc5d0 \ud45c\uba74 \uacb0\ud568\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>\uc124\uc815 A: \uc5c4\uaca9\ud55c \uc784\uacc4\uac12<\/th>\n<th>\uc124\uc815 B: \uc644\ud654\ub41c \uc784\uacc4\uac12<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc7a1\ud78c \uacb0\ud568 \uc788\ub294 \ube0c\ub808\uc774\ucee4<\/td>\n<td>50\uac1c \uc911 49\uac1c (98% \uc7ac\ud604\uc728)<\/td>\n<td>50\uac1c \uc911 46\uac1c (92% \uc7ac\ud604\uc728)<\/td>\n<\/tr>\n<tr>\n<td>\ub193\uce5c \uacb0\ud568 \uc788\ub294 \ube0c\ub808\uc774\ucee4<\/td>\n<td>1<\/td>\n<td>4<\/td>\n<\/tr>\n<tr>\n<td>\uac70\ubd80\ub41c \uc815\uc0c1 \ube0c\ub808\uc774\ucee4<\/td>\n<td>150\uac1c (1.5% \uac70\uc9d3 \uac70\ubd80\uc728)<\/td>\n<td>20\uac1c (0.2% \uac70\uc9d3 \uac70\ubd80\uc728)<\/td>\n<\/tr>\n<tr>\n<td>\uc2e4\uc81c\ub85c \uacb0\ud568\uc778 \uac70\ubd80 \ube44\uc728<\/td>\n<td>199\uac1c \uc911 49\uac1c, \uc57d 25% \uc815\ubc00\ub3c4<\/td>\n<td>66\uac1c \uc911 46\uac1c, \uc57d 70% \uc815\ubc00\ub3c4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uc124\uc815 A\ub294 \ubaa8\ub4e0 \uacb0\ud568\uc744 \uc7a1\uc740 \uac83\ucc98\ub7fc \ubcf4\uc774\uc9c0\ub9cc, \uac70\ubd80\ub41c \ube0c\ub808\uc774\ucee4 4\uac1c \uc911 3\uac1c\ub294 \uc644\ubcbd\ud788 \uc815\uc0c1\uc785\ub2c8\ub2e4. \ubc18\uba74 \uc124\uc815 B\ub294 \uc6b4\uc601\uc790\ub4e4\ub85c\ubd80\ud130 \uc88b\uc740 \ud3c9\uac00\ub97c \ubc1b\uace0 4\uac1c\uc758 \uacb0\ud568 \uc788\ub294 \ube0c\ub808\uc774\ucee4\uac00 \ud1b5\uacfc\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub450 \uc2dc\ub098\ub9ac\uc624\uc758 \ud568\uc758\ub294 \ub300\uce6d\uc801\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub2e8\ub77d\uc744 \uc77c\uc73c\ud0ac \uc218 \uc788\ub294 \ub2e8\uc77c \uacb0\ud568 \ucc28\ub2e8\uae30\ub97c \uc720\uc9c0\ud558\ub294 \uac83\uc740 \uc5ec\ub7ec \uac1c\uc758 \uc815\uc0c1 \uc81c\ud488\uc744 \ud3d0\uae30\ud558\ub294 \uac83\ubcf4\ub2e4 \ud6e8\uc52c \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc624\uac70\ubd80\uc728\uc774 \ub108\ubb34 \ub192\uc73c\uba74 \uc6b4\uc601\uc790\ub294 \uce74\uba54\ub77c\ub97c \uc2e0\ub8b0\ud558\uc9c0 \uc54a\uac8c \ub418\uace0, \uac80\uc0ac \uc5c6\uc774 \uac70\ubd80\ub41c \ubd80\ud488\uc744 \ub2e4\uc2dc \ud22c\uc785\ud558\uae30 \uc2dc\uc791\ud558\uba70 \uacb0\uad6d \uce74\uba54\ub77c\ub97c \ub044\uac8c \ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc2dc\uc2a4\ud15c\uc744 \uc131\uacf5\uc801\uc73c\ub85c \ucd9c\uc2dc\ud558\uae30 \uc704\ud55c \ud669\uae08\ub960\uc740 \ucc28\uc774\ub97c \ub9cc\ub4dc\ub294 \uacb0\ud568\uc5d0 \ub300\ud55c \uac70\ubd80\uc728\uc744 \ubcf4\ud638\ud558\uace0, \uc774\ud6c4 \ub354 \ub098\uc740 \uc870\uba85 \uc124\uce58, \ub354 \ub9ce\uc740 \ud559\uc2b5 \uc774\ubbf8\uc9c0, \uac01 \uacb0\ud568 \uc720\ud615\uc5d0 \ub300\ud55c \ub2e4\ub978 \uc784\uacc4\uac12\uc744 \ud1b5\ud574 \uc624\uac70\ubd80\uc728\uc744 \uac1c\uc120\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>AI \ube44\uc804, PLC, MES \ubc0f \ub098\uba38\uc9c0 \ub77c\uc778<\/h2>\n<p>\ube44\uc804 \uc2a4\ud14c\uc774\uc158\uc740 \uc790\ub3d9\ud654 \uc2a4\ud0dd\uc758 \ud55c \uad6c\uc131 \uc694\uc18c\ub85c, \uce74\uba54\ub77c\ub97c \ud1b5\ud574 \uc758\uc0ac\uacb0\uc815\uc744 \ub3d5\uace0 PLC\uac00 \uadf8 \uacb0\uc815\uc744 \uc2e4\ud589\ud558\uba70 MES\uac00 \uc774\ubbf8\uc9c0\uc640 \uadf8 \uacb0\uacfc\ub97c \uc804\uae30 \ud14c\uc2a4\ud2b8 \uacb0\uacfc\uc640 \uad00\ub828\ub41c \uc77c\ub828 \ubc88\ud638\uc640 \ud568\uaed8 \ubcf4\uad00\ud558\uc5ec \uc0dd\uc0b0 \uacf5\uc815\uc758 \uc5f0\uc18d \ub2e8\uacc4\uc5d0\uc11c \uc0dd\uc131\ub41c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc5bb\uc744 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4\uff1a<\/p>\n<ul>\n<li>\uc2a4\ud14c\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc804\uc5d0, <a href=\"https:\/\/benlongkj.com\/ko\/blog\/digital-twin-for-production-lines-lessons-from-leading-electrical-manufacturers\/\">\uc0dd\uc0b0 \ub77c\uc778\uc758 \ub514\uc9c0\ud138 \ud2b8\uc708<\/a> \uce74\uba54\ub77c\uac00 \uc0ac\uc774\ud074 \ud0c0\uc784\uc5d0 \uc801\ud569\ud55c\uc9c0, \uace0\uc815\uad6c\ub098 \uadf8\ub9ac\ud37c\uac00 \uc2dc\uc57c\ub97c \uac00\ub9ac\ub294\uc9c0 \uc5ec\ubd80\ub97c \ubcf4\uc5ec\uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uacb0\ud568\ub960\uc774 \ubcc0\ub3d9\ud558\uae30 \uc2dc\uc791\ud560 \ub54c, <a href=\"https:\/\/benlongkj.com\/ko\/blog\/agentic-ai-in-manufacturing\/\">\uc5d0\uc774\uc804\ud2f1 AI<\/a> \ub204\uac00 \ub610\ub294 \ubb34\uc5c7\uc774 \uc0d8\ud50c\ub9c1\uc744 \ud655\ub300\ud558\uac70\ub098 \ub77c\uc778\uc744 \uc911\ub2e8\ud560\uc9c0 \uacb0\uc815\ud558\ub294\uc9c0\ub97c \ub2e4\ub8f9\ub2c8\ub2e4.<\/li>\n<li>\ube44\uc804\uc740 \ub610\ud55c <a href=\"https:\/\/benlongkj.com\/ko\/blog\/physical-ai-in-manufacturing\/\">\uc81c\uc870\uc5d0\uc11c\uc758 \ubb3c\ub9ac\uc801 AI<\/a>, \uae30\uacc4\uac00 \ubcf4\uace0 \ub2eb\ud78c \ub8e8\ud504\uc5d0\uc11c \uc791\uc5c5\uc744 \uc870\uc815\ud558\ub294.<\/li>\n<li>\uac10\uac01 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. <a href=\"https:\/\/benlongkj.com\/ko\/blog\/famous-dark-factories-around-the-world-real-examples-of-lights-out-manufacturing\/\">\ubb34\uc778 \uc0dd\uc0b0\uc740 \ub354 \uc774\uc0c1 \uc2a4\ud14c\uc774\uc158\uc5d0 \uc0ac\ub78c\uc774 \ud544\uc694 \uc5c6\ub294 \uac80\uc0ac\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uba70, \uc774\uac83\uc774 \ubaa8\ub4e0 \uc9c4\uc815\ud55c<\/a> \ub2e4\ud06c \ud329\ud1a0\ub9ac\uac00.<\/li>\n<\/ul>\n<h2>\uc778\ub77c\uc778 \uac80\uc0ac\uc640 \uc790\ub3d9 \ubd84\ub958\uc5d0 \uc758\uc874\ud558\ub294 \uc774\uc720\uc785\ub2c8\ub2e4.<\/h2>\n<p>\ube44\uc6a9\uacfc \ub300\uccb4\ud558\uc9c0 \uc54a\ub294 \uac83.<\/p>\n<p>\uc774 \uc9c0\uc810\uc5d0\uc11c\ub294 \uc2dc\uc7a5 \uaddc\ubaa8\ub97c \uc81c\uacf5\ud558\uc9c0 \uc54a\uc744 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \uadc0\ud558\uc758 \uc2dc\uc7a5\uacfc \uad00\ub828\uc774 \uc5c6\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc911\uc694\ud55c \uac83\uc740 \ucd1d \ube44\uc6a9\uc774 \uc5b4\ub514\uc5d0 \uc4f0\uc774\ub294\uac00\uc785\ub2c8\ub2e4. \uce74\uba54\ub77c\uc640 \uc870\uba85\uc740 \ube44\uc6a9\uc758 \uc791\uc740 \ubd80\ubd84\uc774\uba70, \ub354 \ud070 \ubd80\ubd84\uc740 \uace0\uc815\uad6c \ubc0f \uc870\uba85\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, \uc774\ubbf8\uc9c0 \ucd2c\uc601 \ubc0f \ub77c\ubca8\ub9c1, \uac80\uc99d, \uadf8\ub9ac\uace0 \ucd9c\uc2dc \uc911 \uc624\uac70\ubd80\ub85c \uc778\ud574 \ub77c\uc778\uc774 \uc911\ub2e8\ub420 \uacbd\uc6b0 \uc0dd\uc0b0 \uc2dc\uac04 \ub0ad\ube44\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<h3>\ub610\ud55c \ubb34\uc5c7\uc5d0 \ube44\uc6a9\uc744 \uc9c0\ubd88\ud558\ub294\uc9c0 \uc544\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc804\uc6a9 \uae30\uacc4\uc758 \uc77c\ubd80\ub85c \uc81c\uc791\ub41c \ube44\uc804 \uc2a4\ud14c\uc774\uc158\uc740 AI \uae30\ubc18 \uac80\uc0ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub77c\uc774\uc120\uc2a4\uc640 \ub2e4\ub985\ub2c8\ub2e4. \uccab \ubc88\uc9f8\ub294 \uadc0\ud558\uc758 \ud2b9\uc815 \ubd80\ud488\uc5d0 \ucd5c\uc801\ud654\ub41c \uace0\uc815\uad6c, \uc870\uba85, PLC \uc81c\uc5b4 \ubc0f MES\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub450 \ubc88\uc9f8 \uc635\uc158\uc740 \ub3c4\uad6c \ud0a4\ud2b8\ub9cc \uc81c\uacf5\ud558\uba70 \ud1b5\ud569 \uc791\uc5c5\uc740 \uadc0\ud558\uc5d0\uac8c \ub9e1\uae41\ub2c8\ub2e4.<\/h3>\n<p>AI \ube44\uc804 \uac80\uc0ac\ub294 \ubb34\uc5c7\uc778\uac00\uc694?.<\/p>\n<h3>AI \ube44\uc804 \uac80\uc0ac\ub294 \uac80\uc0ac \uc911 \ubd80\ud488\uc758 \uc0ac\uc9c4\uc744 \ucd2c\uc601\ud558\ub294 \uce74\uba54\ub77c\uac00 \uc7a5\ucc29\ub41c \uae30\uacc4\uac00 \uc218\ud589\ud558\ub294 \uc2dc\uac01 \uac80\uc0ac \uc720\ud615\uc73c\ub85c \uc815\uc758\ub429\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ud574\ub2f9 \uc0ac\uc9c4\uc740 \uacb0\ud568 \ubd80\ud488\uacfc \uc815\uc0c1 \ubd80\ud488\uc758 \uc774\ubbf8\uc9c0\ub85c \ud559\uc2b5\ub41c \uc2ec\uce35 \uc2e0\uacbd\ub9dd\uc5d0 \uc758\ud574 \ubd84\uc11d\ub429\ub2c8\ub2e4. AI \ube44\uc804 \uac80\uc0ac\ub294 \uae01\ud798, \uade0\uc5f4, \uc790\uad6d, \uc6a9\uc811 \uc2a4\ud328\ud130\uc640 \uac19\uc774 \ubaa8\uc591\uacfc \uc704\uce58\uac00 \ub2e4\uc591\ud55c \uacb0\ud568\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/h3>\n<p>\uaddc\uce59 \uae30\ubc18 \uc218\uc900\uc5d0\uc11c \uc791\ub3d9\ud558\ub294 \uba38\uc2e0 \ube44\uc804\uc740 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ud504\ub85c\uadf8\ub798\ubc0d\ud55c \uaddc\uce59\uc744 \ub530\ub985\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac00\uc7a5\uc790\ub9ac \uae38\uc774\ub97c \uce21\uc815\ud558\uac70\ub098 \ud2b9\uc815 \ud06c\uae30\uc758 \ube14\ub86d \uc874\uc7ac \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \uac83\uacfc \uac19\uc2b5\ub2c8\ub2e4. AI \ube44\uc804\uc740 \uc8fc\uc5b4\uc9c4 \uc608\uc81c\ub85c\ubd80\ud130 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uaddc\uce59 \uae30\ubc18 \ube44\uc804\uc740 \uc815\ubc00\ud55c \uce21\uc815, \uc874\uc7ac \ud655\uc778 \ubc0f \ucf54\ub4dc \ud310\ub3c5\uc5d0 \ub354 \uc801\ud569\ud55c \ubc18\uba74, AI \ube44\uc804\uc740 \ub9e4\ubc88 \ub2e4\ub974\uac8c \ubcf4\uc774\ub294 \uacb0\ud568\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc0dd\uc0b0 \ub77c\uc778\uc740 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ube44\uc804\uc744 \ubaa8\ub450 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \ube44\uc804\uc774 AOI\ub97c \ub300\uccb4\ud560 \uc218 \uc788\ub098\uc694?<\/h3>\n<p>\uc77c\ubc18\uc801\uc73c\ub85c \uadf8\ub807\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. AOI \uae30\uacc4\ub294 \uc778\uc1c4 \ud68c\ub85c \uae30\ud310\uc6a9\uc73c\ub85c \uc81c\uc791\ub418\uc5c8\uc73c\uba70, \ub0a9\ub55c \uc811\ud569\ubd80\uc640 \ubd80\ud488\uc744 \uac10\uc9c0\ud558\uae30 \uc704\ud55c \ub0b4\uc7a5 \uc870\uba85, \ud504\ub85c\uadf8\ub798\ubc0d \ubc0f \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI\uac00 \uc624\uacbd\ubcf4\ub97c \ud53c\ud558\uae30 \uc704\ud574 AOI\uc5d0 \ub354 \uc790\uc8fc \uc801\uc6a9\ub418\ub294 \ucd94\uc138 \uc911 \ud558\ub098\uc774\uc9c0\ub9cc, \ud68c\ub85c \ucc28\ub2e8\uae30\uc640 \uac19\uc740 \uae30\uacc4\uc6a9\uc73c\ub85c \uac1c\ubc1c\ub41c AI \ube44\uc804 \uc2dc\uc2a4\ud15c\uc740 PC\uc758 AOI \ub300\uc2e0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uadf8 \ubc18\ub300\ub3c4 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \ube44\uc804 \uac80\uc0ac \uc2dc\uc2a4\ud15c\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub824\uba74 \uba87 \uc7a5\uc758 \uc774\ubbf8\uc9c0\uac00 \ud544\uc694\ud569\ub2c8\uae4c?<\/h3>\n<p>\uc774\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uacb0\ud568 \uc720\ud615\uacfc \uc774\ub97c \uac10\uc9c0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ubc29\ubc95\uc5d0 \ub530\ub77c \uacb0\uc815\ub429\ub2c8\ub2e4. \uc77c\ubd80 \uacf5\uae09\uc5c5\uccb4\ub294 \uc2dc\uc791\ud558\uae30 \uc704\ud55c \ucd5c\uc18c\ub7c9\uc744 \uc81c\uc548\ud558\ub294 \ubc18\uba74, Siemens Inspekto\ub294 \uc591\ud488 \ubd80\ud488\uc758 \uc774\ubbf8\uc9c0 20~30\uc7a5 \uc815\ub3c4\ub97c \uad8c\uc7a5\ud558\uba70, Cognex\ub294 In-Sight L38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc791\uc5c5\ub2f9 5~10\uc7a5\uc758 \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0\ub9cc \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub300\ubd80\ubd84\uc758 \uacbd\uc6b0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc0dd\uc0b0 \ubaa8\ub378\uc740 \uc548\uc815\uc801\uc778 \uc870\uba85 \uc870\uac74\uc5d0\uc11c \uc218\ubc31 \uc7a5\uc758 \u201c\uc591\ud488\u201d \uc774\ubbf8\uc9c0\uc640 \uac01 \uacb0\ud568 \uc720\ud615\uc758 \uc608\uc2dc\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ube44\uc804 \uac80\uc0ac\uc5d0\uc11c \uc624\uac70\ubd80(false reject)\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/h3>\n<p>\uc624\uac70\ubd80\ub294 \uc2e4\uc81c\ub85c \uc591\ud638\ud55c \ubd80\ud488\uc744 \uac70\ubd80\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc624\uac70\ubd80 \ube44\uc728\uc740 \ub2e8\uc21c\ud788 \uac70\ubd80\ub41c \uc591\ud488 \ubd80\ud488\uc758 \ube44\uc728\uc785\ub2c8\ub2e4. \uc774\ub294 \uc911\uc694\ud569\ub2c8\ub2e4. \uc65c\ub0d0\ud558\uba74 \uc624\uac70\ubd80\uac00 \ubc1c\uc0dd\ud560 \ub54c\ub9c8\ub2e4 \uc7ac\ub8cc \uc190\uc2e4\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc7ac\uc791\uc5c5 \uc2dc\uac04\uc774 \uc18c\uc694\ub418\uace0, \ube44\uc728\uc774 \ub108\ubb34 \ub192\uc73c\uba74 \uc791\uc5c5\uc790\uac00 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub97c \uc783\uace0 \ubb34\uc2dc\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<h3>AI \ube44\uc804 \uac80\uc0ac\uac00 \ud68c\ub85c \ucc28\ub2e8\uae30 \uc870\ub9bd\uc5d0 \uc801\uc6a9\ub418\ub098\uc694?<\/h3>\n<p>\uc2e4\uc81c\ub85c \ub808\uc774\uc800 \ub9c8\ud0b9\uc740 \ud558\uc6b0\uc9d5 \uc190\uc0c1 \ubc0f \uc218\ucd95 \ubb38\uc81c \uc601\uc5ed\uc744 \ud3ec\ud568\ud55c \uc2dc\uac01 \uac80\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub294 \uc804\uae30 \ud14c\uc2a4\ud2b8\ub97c \ub300\uccb4\ud558\uc9c0 \uc54a\uc73c\uba70, \ub530\ub77c\uc11c \ud2b8\ub9bd \uace1\uc120, \uc811\ucd09 \uc800\ud56d, \uc808\uc5f0 \uac15\ub3c4 \ubc0f \uc794\ub958 \uc804\ub958 \ud2b8\ub9bd \uc2dc\uac04\uc740 \uc2dc\uac01 \ubc0f \uc804\uae30 \ub370\uc774\ud130\uac00 \ub3d9\uc77c\ud55c \uc77c\ub828 \ubc88\ud638\ub85c \uad00\ub9ac\ub418\ub294 \ud14c\uc2a4\ud2b8 \ubca4\uce58\uc5d0\uc11c \uce21\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>\uacb0\ub860<\/h2>\n<p>\uba38\uc2e0 \ube44\uc804\uc740 \ubaa8\ub4e0 \uc774\uc804 \uae30\uc220\uc744 \ub300\uccb4\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uce21\uc815 \uc7a5\uce58 \ubc0f \ucf54\ub4dc \ud310\ub3c5\uae30\uc640 \uac19\uc740 \uac83\ub4e4\uc774 \uc5ec\uc804\ud788 \uc874\uc7ac\ud569\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8 \ubca4\uce58\ub294 \ud68c\ub85c \ucc28\ub2e8\uae30\uac00 \uc801\uc2dc\uc5d0 \uc5f4\ub9ac\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4. AI\ub294 \ub9e4\ubc88 \ubcc0\ud558\ub294 \ud328\ud134\uc758 \uacb0\ud568\uc744 \ud3c9\uac00\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uc81c\uacf5\ud558\uba70, \uae30\uc220\uc774 \ubcc0\uacbd\ub418\uc5b4\ub3c4 \uc778\uac04 \uc6b4\uc601\uc790\uac00 \uaddc\uce59\uc744 \ub2e4\uc2dc \uc791\uc131\ud560 \ud544\uc694 \uc5c6\uc774 \ud3c9\uac00\ub97c \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uba38\uc2e0 \ube44\uc804 \uae30\uc220\ub85c\ubd80\ud130 \uc774\uc775\uc744 \uc5bb\ub294 \ud68c\uc0ac\ub4e4\uc740 \uc870\uba85\uc744 \uace0\uc815\ud558\uac70\ub098 \uc2e4\uc81c\ub85c \uc5bc\ub9c8\ub098 \ub9ce\uc740 \uac70\ubd80 \ud56d\ubaa9\uc774 \uc798\ubabb\ub418\uc5c8\ub294\uc9c0 \uc774\ud574\ud558\ub824\ub294 \uc815\uc9c1\ud55c \uc2dc\ub3c4\uc640 \ud568\uaed8 \ubaa8\ub4e0 \uc0ac\uc9c4\uc744 \uc77c\ub828 \ubc88\ud638\uc5d0 \uc5f0\uacb0\ud558\ub294 \uac04\ub2e8\ud55c \uac83\ubd80\ud130 \uc2dc\uc791\ud569\ub2c8\ub2e4.<\/p>\n<h2>\ucc38\uace0 \uc790\ub8cc<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.vision-systems.com\/home\/article\/14174332\/deep-learning-powered-smart-camera-introduced-by-cognex\" target=\"_blank\" rel=\"noopener\">\ube44\uc804 \uc2dc\uc2a4\ud15c \uc124\uacc4 \u2013 Cognex\uc5d0\uc11c \ucd9c\uc2dc\ud55c \ub525\ub7ec\ub2dd \uae30\ubc18 \uc2a4\ub9c8\ud2b8 \uce74\uba54\ub77c (In-Sight D900)<\/a><\/li>\n<li><a href=\"https:\/\/www.aerospacemanufacturinganddesign.com\/product\/ai-powered-3d-vision-system\" target=\"_blank\" rel=\"noopener\">Cognex In-Sight L38 AI \uae30\ubc18 3D \ube44\uc804 \uc2dc\uc2a4\ud15c<\/a> \u2013 \uc791\uc5c5\ub2f9 5~10\uac1c\uc758 \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0\ub85c \uc608\uc81c \uae30\ubc18 \ud559\uc2b5.<\/li>\n<li><a href=\"https:\/\/keyence.com\/products\/sensor\/vision-sensor\/iv4\" target=\"_blank\" rel=\"noopener\">Keyence \u2013 AI \ub0b4\uc7a5 IV4 \uc2dc\ub9ac\uc988 \ube44\uc804 \uc13c\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/www.vision-systems.com\/factory\/manufacturing\/article\/14305479\/siemens-acquires-automated-visual-inspection-startup\" target=\"_blank\" rel=\"noopener\">\ube44\uc804 \uc2dc\uc2a4\ud15c \uc124\uacc4 \u2013 Siemens, \uc790\ub3d9\ud654\ub41c \uc2dc\uac01 \uac80\uc0ac \uc2a4\ud0c0\ud2b8\uc5c5 Inspekto \uc778\uc218 (2024)<\/a><\/li>\n<li><a href=\"https:\/\/references.siemens.com\/en\/reference?id=37527\" target=\"_blank\" rel=\"noopener\">Siemens \u2013 \uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2dc\uac01 \ud488\uc9c8 \uac80\uc0ac (\ucc38\uace0 \ud504\ub85c\uc81d\ud2b8)<\/a><\/li>\n<li><a href=\"https:\/\/www.bmwgroup.com\/en\/news\/general\/2023\/aiqx.html\" target=\"_blank\" rel=\"noopener\">BMW \uadf8\ub8f9 \u2013 AI\uac00 \uc0dd\uc0b0\uc744 \ud601\uc2e0\ud558\ub294 \ubc29\ubc95 (AIQX)<\/a><\/li>\n<li><a href=\"https:\/\/nvidianews.nvidia.com\/news\/worlds-leading-electronics-manufacturers-adopt-nvidia-generative-ai-and-omniverse-to-digitalize-state-of-the-art-factories\" target=\"_blank\" rel=\"noopener\">Nvidia \u2013 \uc804\uc790 \uc81c\uc870\uc5c5\uccb4\ub4e4\uc774 \uacf5\uc7a5\uc6a9 Metropolis \ucc44\ud0dd (2023)<\/a><\/li>\n<li><a href=\"https:\/\/www.weforum.org\/media\/new-global-lighthouse-sites-demonstrate-how-ai-is-rewiring-manufacturing-and-supply-chains\/\" target=\"_blank\" rel=\"noopener\">\uc138\uacc4\uacbd\uc81c\ud3ec\ub7fc \u2013 \uc0c8\ub85c\uc6b4 \uae00\ub85c\ubc8c \ub77c\uc774\ud2b8\ud558\uc6b0\uc2a4 \uc0ac\uc774\ud2b8 (2026\ub144 6\uc6d4)<\/a><\/li>\n<li><a href=\"https:\/\/www.aiag.org\/expertise-areas\/quality\/continuous-quality-improvement\/special-process-assessments\" target=\"_blank\" rel=\"noopener\">AIAG \u2013 \ud2b9\uc218 \uacf5\uc815 \ud3c9\uac00 \ubc0f CQI-38 AI \ube44\uc804 \uac80\uc0ac \uc801\uc6a9 \ubc0f \ud3c9\uac00 \uc9c0\uce68 (2026\ub144 6\uc6d4)<\/a><\/li>\n<\/ul>\n<h2>\ubaa8\ub4e0 \ucc28\ub2e8\uae30\uc5d0 \uc2dc\uac01 \uac80\uc0ac\uc640 \uc804\uae30 \uac80\uc0ac\ub97c \uc6d0\ud558\uc2ed\ub2c8\uae4c?<\/h2>\n<p>MCB, MCCB, RCCB \ub610\ub294 \uc811\ucd09\uae30\ub97c \uc81c\uc870\ud558\uba70 \ubaa8\ub4e0 \uc81c\ud488\uc5d0 \ub300\ud55c \uc2dc\uac01 \ubc0f \uc804\uae30 \uac80\uc0ac\uac00 \ud544\uc694\ud558\ub2e4\uba74, \uc81c\ud488 \uc0d8\ud50c, \ud544\uc694\ud55c \uacb0\uacfc \uba85\uc138\uc11c \ubc0f \ud604\uc7ac \uac80\uc0ac \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc744 \ubcf4\ub0b4\uc8fc\uc2ed\uc2dc\uc624. \ub2f9\uc0ac\uc758 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uaddc\uce59 \uae30\ubc18 \ube44\uc804\uc73c\ub85c \uac1c\ubc1c \uac00\ub2a5\ud55c \uac80\uc0ac, AI\uc758 \ub3c4\uc6c0\uc73c\ub85c \uac00\ub2a5\ud55c \uac80\uc0ac, \ud14c\uc2a4\ud2b8 \ubca4\uce58\uc5d0\uc11c \uc218\ud589 \uac00\ub2a5\ud55c \uac80\uc0ac \ubc0f \uc774\ub97c MES\uc640 \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95\uc744 \uacb0\uc815\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/benlongkj.com\/ko\/contact-us\/\">\ubb34\ub8cc \ub77c\uc778 \ud3c9\uac00 \uc694\uccad \u2192<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>The miniature circuit breaker is one step away from having its cover snapped in place. Within two or three seconds, the camera must check that the rivets are present, the handle is mounted the correct way up and the laser marks have been made. The rule-based vision system sees a rivet with slightly more shine [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1994,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1992","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/posts\/1992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/comments?post=1992"}],"version-history":[{"count":1,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/posts\/1992\/revisions"}],"predecessor-version":[{"id":1997,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/posts\/1992\/revisions\/1997"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/media\/1994"}],"wp:attachment":[{"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/media?parent=1992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/categories?post=1992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/benlongkj.com\/ko\/wp-json\/wp\/v2\/tags?post=1992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}