{"id":41733,"date":"2025-10-11T13:31:24","date_gmt":"2025-10-11T10:01:24","guid":{"rendered":"https:\/\/caeassistant.com\/?p=41733"},"modified":"2025-10-14T18:03:49","modified_gmt":"2025-10-14T14:33:49","slug":"%ec%98%88%ec%b8%a1-%ec%9c%a0%ec%a7%80-%eb%b3%b4%ec%88%98-%ec%82%ac%eb%a1%80-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%eb%a7%81","status":"publish","type":"post","link":"https:\/\/dev.caeassistant.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8\/%ec%98%88%ec%b8%a1-%ec%9c%a0%ec%a7%80-%eb%b3%b4%ec%88%98-%ec%82%ac%eb%a1%80-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%eb%a7%81\/","title":{"rendered":"\uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc2dc\ubbac\ub808\uc774\uc158\uc5d0\uc11c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc758 \uc608\ub294 \ubb34\uc5c7\uc774\uace0 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud569\ub2c8\uae4c?"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac(PdM)\ub294 \uce21\uc815\ub41c \ub370\uc774\ud130\uc640 \uc2dc\ubbac\ub808\uc774\uc158 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc7a5\ube44 \uace0\uc7a5\uc774 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \uc774\ub97c \uc608\uce21\ud558\ub294 \uc0ac\uc804 \uc608\ubc29\uc801 \uc804\ub7b5\uc785\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uace0\uc7a5\uc774 \ubc1c\uc0dd\ud560 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub9ac\uac70\ub098 \uc815\ud574\uc9c4 \uc77c\uc815\uc5d0 \ub530\ub77c \uc720\uc9c0 \uad00\ub9ac\ub97c \uc218\ud589\ud558\ub294 \ub300\uc2e0, PdM\uc740 \uc790\uc0b0 \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac1c\uc785\uc774 \ud544\uc694\ud55c \uc2dc\uc810\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<strong> \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc0ac\ub840<\/strong> CAE \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 \ud658\uacbd\uc5d0\uc11c \uc120\ub3c4\uc801\uc778 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ub370\uc774\ud130 \uae30\ubc18 \ubc29\ubc95, \uc720\ud55c \uc694\uc18c \ubd84\uc11d \ubc0f \ub514\uc9c0\ud138 \ud2b8\uc708\uc744 \uc0ac\uc6a9\ud558\uc5ec \uace0\uc7a5\uc774 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \uc608\uce21\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc2dc\ubbac\ub808\uc774\uc158\uc5d0\uc11c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub294 \uc720\ud55c \uc694\uc18c \ubd84\uc11d(FEA), \uc13c\uc11c \ub370\uc774\ud130, \uba38\uc2e0 \ub7ec\ub2dd\uc744 \uacb0\ud569\ud558\uc5ec \uc790\uc0b0\uc758 \uac00\uc0c1 \ubcf5\uc81c\ubcf8\uc744 \uad6c\ucd95\ud558\uace0 \ub2e4\uc591\ud55c \uc870\uac74\uc5d0\uc11c\uc758 \ub3d9\uc791\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uadf8 \uacb0\uacfc, \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc720\uc9c0 \uad00\ub9ac \uc77c\uc815\uc744 \ucd5c\uc801\ud654\ud558\uace0, \uc911\uc694 \uc7a5\ube44\uc758 \uc218\uba85\uc744 \uc5f0\uc7a5\ud558\ub294 \ub370\uc774\ud130 \uc911\uc2ec \uc811\uadfc \ubc29\uc2dd\uc774 \ud0c4\uc0dd\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\">1. \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc758 4\uac00\uc9c0 \uc720\uc9c0\uad00\ub9ac \uc720\ud615\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc788\ub2e4<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.plantengineering.com\/management-culture-and-the-maintenance-prize\/#:~:text=Four%20types%20of%20maintenance\" target=\"_blank\" rel=\"nofollow noopener\"> 4\uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \uc720\uc9c0 \uad00\ub9ac \uc804\ub7b5<\/a><\/span><\/span><span style=\"font-size: 14pt;\"> \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc6a9\uc5b4: \ubc18\uc751\uc801, \uc608\ubc29\uc801, \uc608\uce21\uc801, \uc0ac\uc804\uc801 \uc720\uc9c0\uad00\ub9ac. <strong>\ubc18\uc751\ud615 \uc720\uc9c0 \uad00\ub9ac<\/strong> (\uc2e4\ud589 \uc911 \uace0\uc7a5 \ubc1c\uc0dd) \uc7a5\ube44\uac00 \uace0\uc7a5\ub09c \ud6c4\uc5d0\ub9cc \uc218\ub9ac\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc608\ubc29\uc801 \uc720\uc9c0\uad00\ub9ac<\/strong> \uc2dc\uac04\uc774\ub098 \uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub77c \uc815\uae30\uc801\uc778 \uac80\uc0ac\ub098 \uad50\uccb4 \uc77c\uc815\uc744 \uc815\ud569\ub2c8\ub2e4. \uace0\uc7a5\uc740 \uc904\uc5b4\ub4e4\uc9c0\ub9cc \uacfc\ub3c4\ud55c \uc720\uc9c0 \uad00\ub9ac\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac<\/strong> \uc13c\uc11c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc790\uc0b0\uc758 \uc2e4\uc81c \uc0c1\ud0dc\ub97c \ud3c9\uac00\ud558\uace0 \ud5a5\ud6c4 \ubb38\uc81c\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc0ac\uc804 \uc608\ubc29\uc801 \uc720\uc9c0 \uad00\ub9ac<\/strong> \uadfc\ubcf8 \uc6d0\uc778 \ubd84\uc11d \ubc0f \uc124\uacc4 \uac1c\uc120\uc744 \ud1b5\ud574 \uace0\uc7a5\uc758 \uadfc\ubcf8 \uc6d0\uc778\uc744 \uc81c\uac70\ud568\uc73c\ub85c\uc368 \ub354\uc6b1 \ubc1c\uc804\ud569\ub2c8\ub2e4. \uc0ac\uc804 \uc608\ubc29\uc801 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9\uc744 \ucd5c\ub300 40%\uae4c\uc9c0 \uc808\uac10\ud558\uace0 \uac00\ub3d9 \uc911\ub2e8 \uc2dc\uac04\uc744 \ucd5c\ub300 50%\uae4c\uc9c0 \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c \uc804\ub7b5\uc740 \uc0ac\ud6c4 \ub300\uc751\ubd80\ud130 \uace0\ub3c4\uc758 \uc608\uce21\uc801 \ub300\uc751\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubc94\uc704\ub97c \ud3ec\uad04\ud569\ub2c8\ub2e4. \uc608\uce21 \ubc0f \uc0ac\uc804 \uc608\ubc29\uc801 \uc720\uc9c0\ubcf4\uc218\ub294 \uc608\uc0c1\uce58 \ubabb\ud55c \uace0\uc7a5\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70, \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uc2e4\uc81c \uc7a5\ube44 \uc0c1\ud0dc\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\uc785 \uacc4\ud68d\uc744 \uc138\uc6b8 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc5d0 \uc810\uc810 \ub354 \uc120\ud638\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>2. \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc640 \uc608\ubc29 \uc720\uc9c0 \uad00\ub9ac\uc758 \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ubc29\uc801 \uc720\uc9c0\ubcf4\uc218\ub294 \uacfc\uac70 \ud3c9\uade0\uac12\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc608\uc815\ub41c \uc791\uc5c5\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc0c1\ud0dc\uc640 \uad00\uacc4\uc5c6\uc774 \uc815\uae30\uc801\uc778 \uc810\uac80, \uc724\ud65c \ub610\ub294 \ubd80\ud488 \uad50\uccb4\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ubc29\uc801 \uc720\uc9c0\uad00\ub9ac\ub294 \uc0ac\ud6c4\uc801 \uc811\uadfc \ubc29\uc2dd\uc5d0 \ube44\ud574 \uace0\uc7a5\uc744 \uc904\uc774\ub294 \ubc18\uba74, \uc7a5\ube44 \uc0ac\uc6a9\ub7c9\uc774 \ubcc0\ud560 \uacbd\uc6b0 \ubd88\ud544\uc694\ud55c \uc720\uc9c0\uad00\ub9ac\ub098 \ubb38\uc81c \ubc1c\uc0dd\uc744 \ub193\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0\ubcf4\uc218\ub294 \uc13c\uc11c(\uc608: \uc9c4\ub3d9, \uc628\ub3c4, \uc555\ub825)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc7a5\ube44\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubd84\uc11d \ubc0f \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uace0\uc7a5 \ubc1c\uc0dd \uc2dc\uae30\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. \uace0\uc815\ub41c \uc77c\uc815\uc744 \ub530\ub974\ub294 \ub300\uc2e0, \uc9c0\ud45c\uac00 \ud5c8\uc6a9 \ud55c\uacc4\ub97c \ucd08\uacfc\ud558\ub294 \uc131\ub2a5 \uc800\ud558\ub97c \ubcf4\uc77c \ub54c\ub9cc \uc720\uc9c0\ubcf4\uc218\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub97c \ud1b5\ud574 \uacc4\ud68d\ub418\uc9c0 \uc54a\uc740 \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04\uc774 \uc904\uc5b4\ub4e4\uace0 \uc790\uc0b0 \uc218\uba85\uc774 \uc5f0\uc7a5\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ibm.com\/think\/topics\/predictive-vs-preventive-maintenance#:~:text=Preventive%20maintenance%20%20uses%20regular,com\" target=\"_blank\" rel=\"noopener nofollow\">PDM <\/a><\/span><\/span><span style=\"font-size: 14pt;\">\uace0\ud488\uc9c8 \ub370\uc774\ud130, \uc801\uc808\ud55c \uc13c\uc11c \ubc0f \ubd84\uc11d\uc774 \ud544\uc694\ud558\uc9c0\ub9cc, \uc720\uc9c0 \ubcf4\uc218 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uac1c\uc785\uc744 \ub354\uc6b1 \uc815\ud655\ud558\uac8c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc694\uc57d\ud558\uc790\uba74, \uc608\ubc29\uc801 \uc720\uc9c0 \ubcf4\uc218\ub294 \uc2dc\uac04 \uae30\ubc18\uc778 \ubc18\uba74, \uc608\uce21\uc801 \uc720\uc9c0 \ubcf4\uc218\ub294 \uc0c1\ud0dc \uae30\ubc18 \ubc0f \ub370\uc774\ud130 \uc911\uc2ec\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>3. CAE\uc640 FEA\uc5d0\uc11c \uc608\uce21 \uc720\uc9c0\uad00\ub9ac\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud569\ub2c8\uae4c?<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ucef4\ud4e8\ud130 \uc9c0\uc6d0 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1(CAE)\uc5d0\uc11c \uc608\uce21 \uc720\uc9c0\ubcf4\uc218\ub294 \uc2dc\ubbac\ub808\uc774\uc158\uacfc \uce21\uc815 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud569\ub2c8\ub2e4. \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \uad6c\uc131 \uc694\uc18c\uc758 \ud615\uc0c1, \uc7ac\ub8cc \ud2b9\uc131 \ubc0f \uacbd\uacc4 \uc870\uac74\uc744 \ub098\ud0c0\ub0b4\ub294 \uc720\ud55c \uc694\uc18c \ubaa8\ub378(FEM)\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc9c4\ub3d9, \ubcc0\ud615\ub960, \uc628\ub3c4 \ub610\ub294 \uc555\ub825\uacfc \uac19\uc740 \uc2e4\uc81c \uc13c\uc11c \ub370\uc774\ud130\ub294 \ubb3c\ub9ac\uc801 \uc790\uc0b0\uc5d0\uc11c \uc218\uc9d1\ub429\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub294 FEM\uc5d0 \uc785\ub825\ub418\uac70\ub098 FEM\uc744 \ubcf4\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc5b4 \ubaa8\ub378\uc774 \uc2e4\uc81c \uac70\ub3d9\uc744 \ubc18\uc601\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uce21\uc815\ub41c \uc751\ub2f5\uacfc \uc2dc\ubbac\ub808\uc774\uc158\ub41c \uc751\ub2f5 \uac04\uc758 \ud3b8\ucc28 <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.simularge.com\/blog\/enhancing-engineering-with-cae-and-real-world-data-integration#:~:text=discrepancies%20and%20making%20necessary%20adjustments\" target=\"_blank\" rel=\"noopener nofollow\">\uc190\uc0c1\uc774\ub098 \uc800\ud558\ub97c \ub4dc\ub7ec\ub0b4\ub2e4<\/a><\/span><\/span><span style=\"font-size: 14pt;\">. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e4\uc591\ud55c \ud558\uc911 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub300\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc2e4\ud589\ud558\uace0 \uc774\ub97c \uc13c\uc11c \ub370\uc774\ud130\uc640 \ube44\uad50\ud568\uc73c\ub85c\uc368 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \uc751\ub825\uc774\ub098 \ubcc0\ud615\ub960\uc774 \uc548\uc804 \ud55c\uacc4\ub97c \ucd08\uacfc\ud558\ub294 \uc2dc\uc810\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc77c\ubc18\uc801\uc778 CAE \uae30\ubc18 PdM \uc6cc\ud06c\ud50c\ub85c\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.simularge.com\/blog\/enhancing-engineering-with-cae-and-real-world-data-integration#:~:text=How%20CAE%20and%20Measured%20Data,Work%20Together\" target=\"_blank\" rel=\"noopener nofollow\">\uc2dc\ubb3c\ub7ec\uc9c0\ub2f7\ucef4<\/a><\/span><\/span><span style=\"font-size: 14pt;\">):<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-41734\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2025\/10\/Table.png\" alt=\"\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc0ac\ub840\" width=\"832\" height=\"520\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table.png 1063w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-300x187.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-1024x640.png 1024w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-430x269.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-768x480.png 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-62x39.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-600x375.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-725x453.png 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2025\/10\/Table-150x94.png 150w\" sizes=\"(max-width: 832px) 100vw, 832px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 CAE \uae30\ubc18 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ubbf8\ubb18\ud55c \ubcc0\ud654\ub97c \uac10\uc9c0\ud558\uace0, \uacfc\ub3c4\ud55c \uc720\uc9c0 \uad00\ub9ac\ub97c \ud53c\ud558\uace0, \uc124\uacc4\ub97c \ucd5c\uc801\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>4. \uc608\uce21 \uc720\uc9c0\uad00\ub9ac\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e8 \ud558\ub098\uc758 &quot;\ucd5c\uace0&quot; \uc54c\uace0\ub9ac\uc998\uc740 \uc5c6\uc2b5\ub2c8\ub2e4. \uc120\ud0dd\uc740 \ubb38\uc81c, \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ub370\uc774\ud130, \uc6d0\ud558\ub294 \ucd9c\ub825\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. <strong>\uc9c0\ub3c4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998<\/strong> \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, \uc9c0\uc6d0 \ubca1\ud130 \uba38\uc2e0(SVM), \uc778\uacf5 \uc2e0\uacbd\ub9dd(ANN)\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uacfc\uac70 \ub370\uc774\ud130\uac00 \uc788\uc744 \ub54c \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\ub294 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ubd84\ub958\ud558\uac70\ub098 \ud68c\uadc0\uc2dc\ud0a4\uae30 \uc704\ud574 \uc758\uc0ac\uacb0\uc815 \ud2b8\ub9ac\uc758 \uc559\uc0c1\ube14\uc744 \uc0dd\uc131\ud558\uace0, SVM\uc740 \ud074\ub798\uc2a4\ub97c \uad6c\ubd84\ud558\uae30 \uc704\ud574 \ucd08\ud3c9\uba74\uc744 \uad6c\uc131\ud558\uace0, ANN\uc740 \uc0c1\ud638 \uc5f0\uacb0\ub41c \ub274\ub7f0\uc744 \uc0ac\uc6a9\ud558\uc5ec \ube44\uc120\ud615 \uad00\uacc4\ub97c \ubaa8\ub378\ub9c1\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ube44\uc9c0\ub3c4 \uc54c\uace0\ub9ac\uc998<\/strong> K-Means \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \uac19\uc740 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ub370\uc774\ud130\uc5d0 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub418\uc9c0 \uc54a\uc740 \uacbd\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uc720\uc0ac\ud55c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uadf8\ub8f9\ud654\ud558\uace0 \uc7a0\uc7ac\uc801\uc778 \uc2e4\ud328\ub97c \ub098\ud0c0\ub0bc \uc218 \uc788\ub294 \uc774\uc0c1\uc744 \uac10\uc9c0\ud569\ub2c8\ub2e4.<a href=\"https:\/\/control.com\/technical-articles\/ai-algorithms-used-in-predictive-maintenance\/#:~:text=One%20of%20the%20most%20common,relatively%20efficient%20in%20computational%20terms\" target=\"_blank\" rel=\"nofollow noopener\">\ucee8\ud2b8\ub864\ub2f7\ucef4<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uacfc\uac70 \uc2e4\ud328 \ub370\uc774\ud130\uac00 \ubd80\uc871\ud55c \uacbd\uc6b0 \uc0dd\uc131 \uae30\uc220\uc774\ub098 \ub514\uc9c0\ud138 \uc30d\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud569\uc131\uc801\uc73c\ub85c \uc624\ub958 \uc0ac\ub840\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<a href=\"https:\/\/www.mathworks.com\/company\/technical-articles\/predictive-maintenance-using-a-digital-twin.html#:~:text=It%20is%20not%20always%20possible,consuming%2C%20costly%2C%20or%20even%20unfeasible\" target=\"_blank\" rel=\"nofollow noopener\">\ub9e4\uc2a4\uc6cd\uc2a4\ub2f7\ucef4<\/a><\/span><span style=\"font-size: 14pt;\">). \uad81\uadf9\uc801\uc73c\ub85c \ud6a8\uacfc\uc801\uc778 PdM\uc740 \uc2e0\ud638 \ucc98\ub9ac(\uc608: \uc9c4\ub3d9 \ubd84\uc11d)\uc640 \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ubc0f \ub3c4\uba54\uc778 \uc9c0\uc2dd\uc744 \uacb0\ud569\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ub97c \ub4e4\uc5b4, \ud30c\uc774\ud504\ub77c\uc778\uc740 \ubca0\uc5b4\ub9c1 \uacb0\ud568 \ubd84\ub958\uc5d0 \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud558\uace0 \uc774\uc0c1 \ud0d0\uc9c0\uc5d0 SVM\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c ANN\uc740 \ud558\uc911, \uc628\ub3c4 \ubc0f \uc608\uc0c1 \uc794\uc5ec \uc720\ud6a8 \uc218\uba85(RUL) \uac04\uc758 \ube44\uc120\ud615 \uad00\uacc4\ub97c \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \uc2e4\ud5d8\ud558\uace0 \uad50\ucc28 \uac80\uc99d\uc744 \uc218\ud589\ud558\uba70 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uac70\uc9d3 \uc591\uc131\ub960\uacfc \uac19\uc740 \uce21\uc815 \ud56d\ubaa9\uc744 \ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>5. Abaqus\ub97c \uc0ac\uc6a9\ud55c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac: \ubaa8\ub378 \uc124\uc815\ubd80\ud130 \uc790\ub3d9\ud654\uae4c\uc9c0<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e4\uc3d8\uc2dc\uc2a4\ud15c\uc758 SIMULIA \uc81c\ud488\uad70\uc5d0 \uc18d\ud558\ub294 Abaqus\ub294 \ube44\uc120\ud615 \uc720\ud55c \uc694\uc18c \ud574\uc11d\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. Abaqus\uc758 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub294 \uc790\uc0b0\uc758 \uc0c1\uc138 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0, \uc774\ub97c \uc2e4\uc81c \uc13c\uc11c \ub370\uc774\ud130\uc640 \uc5f0\uacb0\ud558\uba70, \uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub978 \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc811\uadfc \ubc29\uc2dd\uc740 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uc2dc\uc791\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ol>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc911\uc694 \uc790\uc0b0\uc744 \ubaa8\ub378\ub9c1\ud569\ub2c8\ub2e4<\/strong>. Abaqus\/CAE\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud615\uc0c1, \uc7ac\ub8cc \ud2b9\uc131, \uacbd\uacc4 \uc870\uac74 \ubc0f \ud558\uc911 \uc774\ub825\uc744 \ud30c\uc545\ud558\uc5ec \ubd80\ud488\uc758 \uc720\ud55c \uc694\uc18c \ubaa8\ub378\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4. \uba54\uc2f1\uc740 \ud30c\uc190 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \uc601\uc5ed(\uc608: \uc751\ub825 \uc9d1\uc911 \uc601\uc5ed)\uc744 \ubc18\uc601\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc13c\uc11c\ub97c \uc124\uce58\ud558\uace0 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc138\uc694<\/strong>. \ubb3c\ub9ac\uc801 \uc790\uc0b0\uc5d0 \uc2a4\ud2b8\ub808\uc778 \uac8c\uc774\uc9c0, \uac00\uc18d\ub3c4\uacc4 \ub610\ub294 \uc628\ub3c4 \uc13c\uc11c\ub97c \uc124\uce58\ud558\uc2ed\uc2dc\uc624. \ub370\uc774\ud130 \uc218\uc9d1 \uc2dc\uc2a4\ud15c\uc774 \uc791\ub3d9 \uc911 \uace0\ud574\uc0c1\ub3c4 \uc2e0\ud638\ub97c \ud3ec\ucc29\ud558\ub294\uc9c0 \ud655\uc778\ud558\uc2ed\uc2dc\uc624. \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc9c0\uce68\uc5d0 \ub530\ub974\uba74, \ud504\ub85c\uadf8\ub7a8\uc740 \uc911\uc694 \uc790\uc0b0\uacfc \uace0\ud488\uc9c8 \ub370\uc774\ud130\ubd80\ud130 \uc2dc\uc791\ud574\uc57c \ud569\ub2c8\ub2e4(<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ptc.com\/en\/blogs\/iiot\/starting-a-predictive-maintenance-program#:~:text=Prerequisites%20to%20a%20Predictive%20Maintenance,Program\" target=\"_blank\" rel=\"nofollow noopener\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ud504\ub85c\uadf8\ub7a8\uc758 \uc804\uc81c \uc870\uac74<\/a><\/span><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc2dc\ubbac\ub808\uc774\uc158\uc5d0 \ub370\uc774\ud130 \uc5f0\uacb0<\/strong>. Python \uc2a4\ud06c\ub9bd\ud305(Abaqus API)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc13c\uc11c \ub370\uc774\ud130\ub97c \ubaa8\ub378\ub85c \uac00\uc838\uc640 \uacbd\uacc4 \uc870\uac74\uc774\ub098 \ud558\uc911\uc73c\ub85c \uc801\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2dc\ubbac\ub808\uc774\uc158\uc774 \uc2e4\uc81c \ub3d9\uc791\uc744 \ubc18\uc601\ud558\ub294 &quot;\ub514\uc9c0\ud138 \ud2b8\uc708&quot;\uc73c\ub85c \ubcc0\ud658\ub429\ub2c8\ub2e4.<span style=\"color: #333333;\">\uc2dc\ubb3c\ub7ec\uc9c0\ub2f7\ucef4<\/span><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ubd84\uc11d \uc790\ub3d9\ud654<\/strong>. Python \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc791\uc131\ud558\uac70\ub098 Abaqus\/Isight\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc8fc\uac04 \uc0c1\ud0dc \uc810\uac80\uc774\ub098 \ub9e4\uac1c\ubcc0\uc218 \uc5c5\ub370\uc774\ud2b8\uc640 \uac19\uc740 \ubc18\ubcf5\uc801\uc778 \ubd84\uc11d\uc744 \uc790\ub3d9\ud654\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2a4\ud06c\ub9bd\ud2b8\ub294 \ucd5c\uc2e0 \uc13c\uc11c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub9e4\uc77c \ubaa8\ub2ec \ubd84\uc11d\uc744 \uc2e4\ud589\ud558\uace0 \uace0\uc720 \uc9c4\ub3d9\uc218\ub97c \uae30\uc900\uac12\uacfc \ube44\uad50\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569<\/strong>. \uc2dc\ubbac\ub808\uc774\uc158 \uacb0\uacfc(\uc751\ub825, \ubcc0\ud615\ub960, \ubcc0\uc704, \uc628\ub3c4)\uc640 \uce21\uc815 \ub370\uc774\ud130\ub97c \ub370\uc774\ud130 \uacfc\ud559 \ud658\uacbd(Python, MATLAB)\uc73c\ub85c \ub0b4\ubcf4\ub0c5\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ucf1c \uace0\uc7a5 \ub610\ub294 RUL(\uc794\uc5ec \uc218\uba85)\uc744 \uc608\uce21\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc751\ub825 \uc0ac\uc774\ud074 \ud328\ud134\uc744 \ubd84\ub958\ud558\uac70\ub098 \uc794\uc5ec \uc218\uba85\uc744 \ud68c\uadc0\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ub8e8\ud504\ub97c \ub2eb\uc73c\uc138\uc694<\/strong>. \uc608\uce21 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc608\uce21\ub41c \uc2a4\ud2b8\ub808\uc2a4 \ub610\ub294 \uc190\uc0c1\uc774 \uc784\uacc4\uac12\uc744 \ucd08\uacfc\ud560 \ub54c \uc720\uc9c0 \uad00\ub9ac\ub97c \ud2b8\ub9ac\uac70\ud569\ub2c8\ub2e4. \uc720\uc9c0 \uad00\ub9ac \ud300\uc744 \uc704\ud55c \ub300\uc2dc\ubcf4\ub4dc \ub610\ub294 \uc54c\ub9bc\uc744 \uad6c\ud604\ud569\ub2c8\ub2e4. \uc131\uacf5\uc801\uc778 \uc2dc\ubc94 \uc6b4\uc601 \ud6c4 \ucd94\uac00 \uc790\uc0b0\uc73c\ub85c \uc2dc\uc2a4\ud15c\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4(ptc.com).<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774 \uc6cc\ud06c\ud50c\ub85c\ub294 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub85c \ubaa8\ub378\uc744 \ubcf4\uc815\ud558\uace0, \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\uc120\ud558\uace0, \uc784\uacc4\uac12\uc744 \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4. Abaqus \uae30\ubc18 PdM\uc744 \uc720\uc9c0\ubcf4\uc218 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ud558\uba74 \uc77c\uc0c1\uc801\uc778 \uc790\ub3d9\ud654 \ud504\ub85c\uc138\uc2a4\ub85c \uc804\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>5.1. \uc2dc\ubbac\ub808\uc774\uc158 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ud504\ub85c\uadf8\ub7a8 \uc2dc\uc791 \ubc29\ubc95<\/strong><\/h3>\n<p><span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \ud504\ub85c\uadf8\ub7a8 \uad6c\ucd95\uc5d0\ub294 \uae30\uc220 \uadf8 \uc774\uc0c1\uc758 \uc694\uc18c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc0ac\ub78c, \ud504\ub85c\uc138\uc2a4, \uadf8\ub9ac\uace0 \ub370\uc774\ud130\uac00 \ubaa8\ub450 \ud3ec\ud568\ub429\ub2c8\ub2e4. PTC\uc5d0 \ub530\ub974\uba74, \uc131\uacf5\uc801\uc778 PdM \ud504\ub85c\uadf8\ub7a8\uc5d0\ub294 \ub124 \uac00\uc9c0 \ud575\uc2ec \uc694\uc18c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. <strong>\ud504\ub85c\uc138\uc2a4<\/strong>, <strong>\uc0ac\ub78c\ub4e4<\/strong>, <strong>\uae30\uc220<\/strong> \uadf8\ub9ac\uace0 <strong>\uc815\ucc45<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\ud504\ub85c\uc138\uc2a4\ub294 \ub370\uc774\ud130\ub97c \uc218\uc9d1, \ubd84\uc11d\ud558\uace0 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc870\uce58\ub97c \ucde8\ud558\ub294 \ubc29\uc2dd\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. \uc0ac\ub78c\ub4e4\uc740 \uacb0\uacfc\ub97c \ud574\uc11d\ud558\uae30 \uc704\ud574 \uad50\uc721\uc744 \ubc1b\uc544\uc57c \ud569\ub2c8\ub2e4. \uae30\uc220\uc740 \uc13c\uc11c\uc640 \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc815\ucc45\uc740 \uc870\uce58\uac00 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 \uc77c\uce58\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\ud504\ub85c\uadf8\ub7a8\uc744 \uc2dc\uc791\ud558\uae30 \uc704\ud55c \uc8fc\uc694 \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ptc.com\/en\/blogs\/iiot\/starting-a-predictive-maintenance-program#:~:text=Key%20steps%20for%20establishing%20a,predictive%20maintenance%20program\" target=\"_blank\" rel=\"nofollow noopener\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ud504\ub85c\uadf8\ub7a8 \uad6c\ucd95\uc744 \uc704\ud55c \uc8fc\uc694 \ub2e8\uacc4<\/a><\/span><\/span><span style=\"font-size: 14pt;\">):<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\uc911\uc694 \uc790\uc0b0 \uc2dd\ubcc4<\/strong>. \uace0\uc7a5 \uc2dc \uc0dd\uc0b0\uc774\ub098 \uc548\uc804\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc7a5\ube44\uc5d0 \uc9d1\uc911\ud558\uc2ed\uc2dc\uc624. \ubaa8\ub4e0 \uae30\uacc4\uc5d0 PdM\uc774 \ud544\uc694\ud55c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uc601\ud5a5\ub3c4\uac00 \ub192\uc740 \uc790\uc0b0\ubd80\ud130 \uc2dc\uc791\ud558\uc2ed\uc2dc\uc624.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\ud30c\uc77c\ub7ff\uc744 \uac1c\ubc1c\ud558\ub2e4<\/strong>. \ud558\ub098\uc758 \uc790\uc0b0\uc744 \uc120\ud0dd\ud558\uace0 \uc13c\uc11c, \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ud604\ud569\ub2c8\ub2e4. \ud655\uc7a5\ud558\uae30 \uc804\uc5d0 \uacb0\uacfc\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\ub300\uc751 \uc808\ucc28 \uc815\uc758<\/strong>. \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc624\ub958\uac00 \uc608\uce21\ub420 \uacbd\uc6b0 \uc218\ud589\ud560 \uc791\uc5c5\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac80\uc0ac \uc77c\uc815\uc744 \uc815\ud558\uace0, \uc608\ube44 \ubd80\ud488\uc744 \uc8fc\ubb38\ud558\uac70\ub098, \uc6b4\uc601 \uc870\uac74\uc744 \uc870\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\ub370\uc774\ud130 \uc804\ub7b5 \uc218\ub9bd<\/strong>. \ub370\uc774\ud130\uac00 \uc5b4\ub5bb\uac8c \uc800\uc7a5, \ucc98\ub9ac\ub418\uace0 \uae30\uc5c5 \uc2dc\uc2a4\ud15c\uc5d0 \ud1b5\ud569\ub420\uc9c0 \uacb0\uc815\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ud488\uc9c8\uacfc \uac70\ubc84\ub10c\uc2a4\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\uc2e4\ud328\uc5d0 \ub300\ud55c \uacc4\ud68d<\/strong>. \uc2dc\ub098\ub9ac\uc624 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac00\uc591\uc131 \ubc0f \ubaa8\ub378 \ubd88\ud655\uc2e4\uc131\uc5d0 \ub300\ube44\ud569\ub2c8\ub2e4. \ub300\uccb4 \uc808\ucc28\ub97c \ubb38\uc11c\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\uc810\uc9c4\uc801\uc73c\ub85c \ud655\uc7a5\ud558\uc138\uc694<\/strong>. \ud30c\uc77c\ub7ff \ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uac00\uce58\uac00 \uc785\uc99d\ub41c \ud6c4, \ud574\ub2f9 \ud504\ub85c\uadf8\ub7a8\uc744 \ub2e4\ub978 \uc790\uc0b0\uc73c\ub85c \ud655\uc7a5\ud558\uace0 \uc54c\uace0\ub9ac\uc998\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-size: 14pt;\">\ub370\uc774\ud130 \ubb34\uacb0\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc815\ud655\ud558\uace0 \ucda9\ubd84\ud55c \uc13c\uc11c \ub370\uc774\ud130\uac00 \uc5c6\uc73c\uba74 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc774 \uc798\ubabb\ub41c \uc608\uce21\uc744 \ud560 \uc218 \uc788\uc73c\uba70, \uc2dc\ubbac\ub808\uc774\uc158 \ubaa8\ub378\uc774 \uc62c\ubc14\ub974\uac8c \ubcf4\uc815\ub418\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\uc131\uacf5\uc744 \uc704\ud574\uc11c\ub294 \uc720\uc9c0\uad00\ub9ac \uc5d4\uc9c0\ub2c8\uc5b4, \ub370\uc774\ud130 \uacfc\ud559\uc790, \uc2dc\ubbac\ub808\uc774\uc158 \uc804\ubb38\uac00 \uac04\uc758 \ud611\uc5c5\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>5.2. \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ubd84\uc11d\uc744 \uc704\ud55c \uc720\ud55c \uc694\uc18c \ubaa8\ub378 \ud1b5\ud569<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc720\ud55c\uc694\uc18c \ubaa8\ub378\uc740 \ud558\uc911 \ud558\uc5d0\uc11c\uc758 \uad6c\uc870\uc801 \ub610\ub294 \uc5f4\uc801 \uac70\ub3d9\uc744 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4. \uc774\ub97c PdM \ud504\ub85c\uadf8\ub7a8\uc5d0 \ud1b5\ud569\ud558\ub824\uba74 \uc2dc\ubbac\ub808\uc774\uc158 \ucd9c\ub825\uc744 \uc13c\uc11c \uc785\ub825\uc5d0 \ub9e4\ud551\ud558\uace0 \uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \uc5c5\ub370\uc774\ud2b8\ud574\uc57c \ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ud45c\uc900 \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uc744 \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4. <a href=\"https:\/\/caeassistant.com\/blog\/digital-twin-engineering-simulation\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0000ff;\"><strong>\ub514\uc9c0\ud138 \ud2b8\uc708<\/strong><\/span><\/a><\/span><span style=\"font-size: 14pt;\">\u2014\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uc5ed\ub3d9\uc801\uc778 \uac00\uc0c1 \ud45c\ud604\uc785\ub2c8\ub2e4.<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\"><strong>\uc13c\uc11c \ud1b5\ud569<\/strong>: \ubaa8\ub378 \uc608\uce21\uc5d0\uc11c \ub192\uc740 \uc751\ub825\uc774\ub098 \uc911\uc694\ud55c \uc5f4 \uae30\uc6b8\uae30\uac00 \ub098\ud0c0\ub098\ub294 \uacf3\uc5d0 \uc13c\uc11c\ub97c \ubc30\uce58\ud569\ub2c8\ub2e4. \uc13c\uc11c \ub370\uc774\ud130\ub294 \ud574\ub2f9 \ub178\ub4dc \ub610\ub294 \uc694\uc18c\uc5d0 \ub9e4\ud551\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\ubaa8\ub378 \uad50\uc815<\/strong>: \uc2dc\ubbac\ub808\uc774\uc158 \ucd9c\ub825(\uc608: \ubcc0\ud615\ub960, \uc628\ub3c4)\uc774 \uc13c\uc11c \ud310\ub3c5\uac12\uacfc \uc77c\uce58\ud560 \ub54c\uae4c\uc9c0 \uc7ac\ub8cc \uc18d\uc131, \uacbd\uacc4 \uc870\uac74 \ub610\ub294 \ud558\uc911\uc744 \uc870\uc815\ud569\ub2c8\ub2e4.<a href=\"https:\/\/www.simularge.com\/blog\/enhancing-engineering-with-cae-and-real-world-data-integration#:~:text=How%20CAE%20and%20Measured%20Data,Work%20Together\" target=\"_blank\" rel=\"nofollow noopener\">\uc2dc\ubb3c\ub7ec\uc9c0\ub2f7\ucef4<\/a><\/span><span style=\"font-size: 14pt;\">). \uad50\uc815\uc5d0\ub294 \ub77c\ud2f4 \ud558\uc774\ud37c\ud050\ube0c \uc0d8\ud50c\ub9c1\uc774\ub098 AMOP(Adaptive Meta\u2011Model of Optimal Prognosis) \uc54c\uace0\ub9ac\uc998\uacfc \uac19\uc740 \ucd5c\uc801\ud654 \uae30\uc220\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<a href=\"https:\/\/www.ansys.com\/blog\/not-too-hot-to-handle-rauch-enables-predictive-maintenance-melting-furnace-with-digital-twins#:~:text=The%20integration%20was%20a%20three,parametric%20study%20using%20%2065\" target=\"_blank\" rel=\"nofollow noopener\">ansys.com<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\uac10\uc18c\ucc28\uc218 \ubaa8\ub378(ROM)<\/strong>: \ub300\uaddc\ubaa8 FE \ubaa8\ub378\uc740 \uacc4\uc0b0 \uc9d1\uc57d\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubb3c\ub9ac \uae30\ubc18 \ub610\ub294 AI \uae30\ubc18 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub378 \ucc28\uc218 \uac10\uc18c \uae30\ubc95\uc740 \uc815\ud655\ub3c4\ub97c \uc720\uc9c0\ud558\uba74\uc11c \ubaa8\ub378\uc744 \uae30\uc800 \ud568\uc218 \uc9d1\ud569\uc73c\ub85c \ucd95\uc18c\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c ROM\uc740 \uac70\uc758 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2e4\ud589\ub418\uba70 \ub2e4\uc74c\uacfc \uac19\uc740 \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uac00\uc0c1 \uc13c\uc11c <\/strong>(<a href=\"https:\/\/www.nafems.org\/publications\/resource_center\/nwc21-425-c\/?srsltid=AfmBOopZBtDppB7DzF3e0mqsnHPJobvYSbeeVULpw0xhqn-_QGJqcbn4\" target=\"_blank\" rel=\"nofollow noopener\">nafems.org<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc13c\uc11c\ub97c FE \ubaa8\ub378\uacfc \uacb0\ud569\ud558\uba74 \uc720\uc9c0\uad00\ub9ac \ud300\uc740 \uc751\ub825\uc774\ub098 \uc5f4 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc791\uc5c5\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ub97c \ub4e4\uc5b4, \uac00\uc2a4\ud130\ube48\uc5d0\uc11c \uc5f4\uae30\uacc4\uc801 \ubaa8\ub378\uc740 \uc218\ucc9c \uac1c\uc758 \uacbd\uacc4 \uc870\uac74\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacfc\ub3c4\uc801 \ub3d9\uc791\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud569\ub2c8\ub2e4. AI \uae30\ubc18 \ubaa8\ub378 \ucc28\uc218 \uac10\uc18c\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud574 \uc5d0\uc9c0 \uc7a5\uce58\uc5d0\uc11c \uc2e4\ud589\ub418\ub294 \uc800\ucc28\uc6d0 \uadfc\uc0ac\uce58\ub97c \ucd94\ucd9c\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud1b5\ud574 \ube44\uc815\uc0c1\uc801\uc778 \uc5f4 \uc131\uc7a5\uc774\ub098 \uc751\ub825\uc774 \uac10\uc9c0\ub418\uba74 \uc190\uc0c1\uc774 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \uc720\uc9c0 \uad00\ub9ac \uc791\uc5c5\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>5.3. \uad6c\uc870 \ud574\uc11d \ubc0f \uc5f4-\uae30\uacc4 \uacb0\ud569\uc5d0\uc11c\uc758 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubcf5\uc7a1\ud55c \ud558\uc911\uc5d0 \ub178\ucd9c\ub41c \uad6c\uc870\ubb3c\uc740 \uc885\uc885 \uc5f4\uc801 \uc751\ub825\uacfc \uae30\uacc4\uc801 \uc751\ub825\uc744 \ubaa8\ub450 \uacaa\uc2b5\ub2c8\ub2e4. <strong>\uc5f4\uae30\uacc4\uc801 \uacb0\ud569<\/strong> \uc628\ub3c4 \ubcc0\ud654\uac00 \uae30\uacc4\uc801 \ud2b9\uc131\uc5d0 \uc5b4\ub5bb\uac8c \uc601\ud5a5\uc744 \ubbf8\uce58\ub294\uc9c0, \uadf8\ub9ac\uace0 \uadf8 \ubc18\ub300\uc758 \uacbd\uc6b0\ub3c4 \ub9c8\ucc2c\uac00\uc9c0\uc778\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ub97c \ub4e4\uc5b4, \uac00\uc2a4\ud130\ube48 \ube14\ub808\uc774\ub4dc\ub294 \ub192\uc740 \uc6d0\uc2ec \ud558\uc911\uacfc \ubcc0\ub3d9\ud558\ub294 \uc628\ub3c4\uc5d0 \ub178\ucd9c\ub429\ub2c8\ub2e4. Siemens Simcenter 3D \ub610\ub294 Abaqus\uc640 \uac19\uc740 \uc2dc\ubbac\ub808\uc774\uc158 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \uc774\ub7ec\ud55c \uacb0\ud569\ub41c \uc790\uae30\uc7a5\uc744 \ubaa8\ub378\ub9c1\ud558\uc5ec \uc7ac\ub8cc \ud53c\ub85c \ubc0f \ud06c\ub9ac\ud504\ub97c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e4\uc81c\ub85c \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ub2e4\uc74c \ub2e8\uacc4\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uacb0\ud569\ub41c \uc5f4-\uae30\uacc4 \ubaa8\ub378 \uad6c\ucd95<\/strong> \uc628\ub3c4\uc5d0 \ub530\ub77c \ubcc0\ud558\ub294 \uc7ac\ub8cc \uc18d\uc131\uc744 \ud3ec\ud568\ud55c \uad6c\uc131 \uc694\uc18c\uc758 \ud2b9\uc131.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc5f4 \uacbd\uacc4 \uc870\uac74 \uc801\uc6a9<\/strong> (\uc5f4\uc720\uc18d, \ub300\ub958 \uacc4\uc218) \ubc0f \uae30\uacc4\uc801 \ud558\uc911(\uc6d0\uc2ec\ub825, \uc9c4\ub3d9). \uce21\uc815 \ub370\uc774\ud130 \ub610\ub294 CFD\uc5d0\uc11c \ub3c4\ucd9c\ub41c \uc0c1\uad00\uad00\uacc4\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub85c \ubcf4\uc815<\/strong> \ubcf4\uc870 \uac10\ub3c4 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5f4\uc804\ub2ec \uacc4\uc218\ub098 \uc7ac\ub8cc \ub9e4\uac1c\ubcc0\uc218\ub97c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc2e4\uc2dc\uac04 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc8fc\ubb38 \uac10\uc18c<\/strong> \ubb3c\ub9ac \uae30\ubc18 \ub610\ub294 AI \uae30\ubc18 \ubaa8\ub378 \ucd95\uc18c\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc0dd\uc131\ub41c ROM\uc740 \ub514\uc9c0\ud138 \ud2b8\uc708\uc758 \uc77c\ubd80\ub85c \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uc2e4\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc5f4\uae30\uacc4\uc801 \uc2dc\ubbac\ub808\uc774\uc158\uc740 \uade0\uc5f4\uc758 \uc2dc\uc791\uacfc \ud655\uc0b0\uc744 \uc608\uce21\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ub97c \ub4e4\uc5b4, Life Prediction Technologies\uc758 XactLIFE \ud50c\ub7ab\ud3fc\uc740 \ud558\uc911 \ud544\ud130\ub9c1, \uc628\ub3c4 \ubc0f \uc751\ub825-\ubcc0\ud615\ub960 \uacc4\uc0b0, \ubbf8\uc138\uad6c\uc870 \uae30\ubc18 \uc190\uc0c1 \ubaa8\ub378\ub9c1(\ud06c\ub9bd, \uc800\uc8fc\uae30 \ud53c\ub85c, \uc5f4-\uae30\uacc4 \ud53c\ub85c)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac00\uc2a4\ud130\ube48 \ubd80\ud488\uc758 \uade0\uc5f4 \ud575\uc0dd\uc131\uacfc \uc804\ud30c \uc218\uba85\uc744 \ucd94\uc815\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774 \uc608\uce21 \ubaa8\ub378\uc740 \ubd80\ud488 \uad50\uccb4, \uc218\uba85 \uc5f0\uc7a5 \ubc0f \uc815\ube44\uc5d0 \ub300\ud55c \uacb0\uc815\uc744 \uc54c\ub824\uc8fc\uc5b4 \uc720\uc9c0 \uad00\ub9ac \ube44\uc6a9\uc744 \uc57d 40 %(<a href=\"https:\/\/www.lifepredictiontech.com\/phm#:~:text=Benefits\" target=\"_blank\" rel=\"nofollow noopener\">\ub77c\uc774\ud504\ud504\ub808\ub514\uc158\ud14c\ud06c\ub2f7\ucef4<\/a><\/span><span style=\"font-size: 14pt;\">).<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>6. Abaqus \ubc0f \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc2dc\ubbac\ub808\uc774\uc158\uc758 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc608<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e4\uc74c <strong>\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc0ac\ub840<\/strong> \uc5d4\uc9c0\ub2c8\uc5b4\uac00 Abaqus \uc2dc\ubbac\ub808\uc774\uc158, \uc7ac\ub8cc \ubaa8\ub378\ub9c1 \ubc0f AI \uae30\ubc18 \uc6cc\ud06c\ud50c\ub85c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uad6c\uc131 \uc694\uc18c \uc800\ud558\ub97c \uc2dd\ubcc4\ud558\uace0 \ub0a8\uc740 \uc720\uc6a9 \uc218\uba85\uc744 \ucd94\uc815\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>6.1. \uc99d\uae30 \ud130\ube48 \ube14\ub808\uc774\ub4dc \uc131\ub2a5 \uc608\uce21<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uac1c\uc694:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\ud55c \uc5f0\uad6c\uc5d0\uc11c\ub294 \uce7c\ub9cc \ud544\ud130\uc640 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc99d\uae30 \ud130\ube48 \ube14\ub808\uc774\ub4dc\uc758 \uc794\uc5ec \uc218\uba85(RUL)\uc744 \uc608\uce21\ud588\uc2b5\ub2c8\ub2e4. Abaqus\uc5d0 \ub300\ud55c \uc5b8\uae09\uc740 \uc5c6\uc5c8\uc9c0\ub9cc, \uc2dc\ubbac\ub808\uc774\uc158 \ub370\uc774\ud130\uc640 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud1b5\ud569\ud558\ub294 \uac83\uc740 PdM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc77c\ubc18\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc8fc\uc694 \ud1b5\ucc30\ub825:<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\uc13c\uc11c \ub370\uc774\ud130\uc640 \uc2dc\ubbac\ub808\uc774\uc158 \uacb0\uacfc\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\uc131 \uc694\uc18c \uace0\uc7a5\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\ubb3c\ub9ac\uc801 \uc2dc\ubbac\ub808\uc774\uc158\uacfc \uc608\uce21 \ubd84\uc11d\uc744 \uacb0\ud569\ud558\ub294 \uac83\uc774 \ud6a8\uacfc\uc801\uc784\uc744 \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ucc38\uc870:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub97c \uc704\ud55c \uce7c\ub9cc \ud544\ud130 \uae30\ubc18 \uc2e0\uacbd\ub9dd \ubc29\ubc95\ub860: \uc99d\uae30 \ud130\ube48 \ube14\ub808\uc774\ub4dc \uc131\ub2a5 \uc608\uce21\uc5d0 \ub300\ud55c \uc0ac\ub840 \uc5f0\uad6c. <a href=\"https:\/\/www.researchgate.net\/publication\/267645596_Kalman_Filter_Based_Neural_Network_Methodology_for_Predictive_Maintenance_A_Case_Study_on_Steam_Turbine_Blade_Performance_Prognostics?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\ub9ac\uc11c\uce58\uac8c\uc774\ud2b8<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>6.2. Abaqus\uc5d0\uc11c\uc758 \uc704\uc0c1\uc7a5 \ud30c\uad34\ubc95 \uad6c\ud604<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uac1c\uc694:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\uc5f0\uad6c\uc9c4\uc740 Abaqus \ub0b4\uc5d0\uc11c \uc704\uc0c1\uc7a5 \ud30c\uad34 \ubc29\ubc95\uc744 \uac15\ub825\ud558\uac8c \uad6c\ud604\ud558\uc5ec \uade0\uc5f4 \ubd84\uae30 \ubc0f \ud569\uccb4\uc640 \uac19\uc740 \ubcf5\uc7a1\ud55c \ud30c\uad34 \ud604\uc0c1\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud560 \uc218 \uc788\uac8c \ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc8fc\uc694 \ud1b5\ucc30\ub825:<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\uad6c\uc870\uc801 \uace0\uc7a5\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 PdM \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\uace0\uae09 \ud30c\uad34 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \uc788\uc5b4 Abaqus\uc758 \ub2e4\uc7ac\ub2e4\ub2a5\ud568\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ucc38\uc870:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\uc704\uc0c1\uc7a5 \ud30c\uad34\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud558\uace0 \uac15\ub825\ud55c Abaqus \uad6c\ud604. <a href=\"https:\/\/arxiv.org\/abs\/2104.08132?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\uc544\uce74\uc774\ube0c<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>6.3. \ud1a0\ubaa9 \uad6c\uc870\ubb3c\uc744 \uc704\ud55c \ub514\uc9c0\ud138 \ud2b8\uc708 \ud504\ub808\uc784\uc6cc\ud06c<\/strong><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uac1c\uc694:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\uc2e4\uc2dc\uac04 \uc13c\uc11c \ub370\uc774\ud130\uc640 \ud655\ub960\uc801 \ubaa8\ub378\ub9c1\uc744 \ud65c\uc6a9\ud558\uc5ec \ud1a0\ubaa9 \uad6c\uc870\ubb3c\uc758 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc720\uc9c0 \uad00\ub9ac\ub97c \uc704\ud55c \ub514\uc9c0\ud138 \ud2b8\uc708 \uc811\uadfc \ubc29\uc2dd\uc774 \uc81c\uc548\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc8fc\uc694 \ud1b5\ucc30\ub825:<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc5d0 \uc2dc\ubbac\ub808\uc774\uc158 \uae30\ubc18 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\ud6a8\uacfc\uc801\uc778 PdM\uc744 \uc704\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc2dc\ubbac\ub808\uc774\uc158 \ubaa8\ub378\uacfc \ud1b5\ud569\ud558\ub294 \uac83\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ucc38\uc870:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\ud1a0\ubaa9 \uacf5\ud559 \uad6c\uc870\ubb3c\uc744 \uc704\ud55c \ub514\uc9c0\ud138 \ud2b8\uc708 \ud504\ub808\uc784\uc6cc\ud06c. <a href=\"https:\/\/arxiv.org\/abs\/2308.01445?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\uc544\uce74\uc774\ube0c<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3>6.4. SCADA \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \ud48d\ub825 \ud130\ube48\uc758 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uac1c\uc694:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\ud48d\ub825 \ud130\ube48\uc744 \uc704\ud55c \ud655\uc7a5 \uac00\ub2a5\ud55c PdM \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5b4 SCADA \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uad6c\uc131 \uc694\uc18c \uc624\ub958\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc8fc\uc694 \ud1b5\ucc30\ub825:<\/strong><\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc5ed\ud560\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\uc774 \uc5f0\uad6c\ub294 Abaqus\ub97c \uc9c1\uc811 \uc0ac\uc6a9\ud558\uc9c0\ub294 \uc54a\uc558\uc9c0\ub9cc, \uc2dc\ubbac\ub808\uc774\uc158 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ud558\ub294 \uac83\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ucc38\uc870:<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">SCADA \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud48d\ub825 \ud130\ube48 \uad6c\uc131 \uc694\uc18c \uace0\uc7a5\uc744 \uac10\uc9c0\ud558\uae30 \uc704\ud55c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ubaa8\ub378. <a href=\"https:\/\/arxiv.org\/abs\/1910.09808?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\uc544\uce74\uc774\ube0c<\/a><\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>7. \uc5d4\uc9c0\ub2c8\uc5b4\ub97c \uc704\ud55c \ucd5c\uace0\uc758 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub3c4\uad6c\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub3c4\uad6c\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uc7a5\ube44 \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1, \ubd84\uc11d, \uc608\uce21\ud558\uc5ec \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04\uacfc \uc720\uc9c0 \uad00\ub9ac \ube44\uc6a9\uc744 \uc904\uc774\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc778\uae30 \uc788\ub294 \uc635\uc158\uc73c\ub85c\ub294 IBM Maximo, Siemens MindSphere, SAP Predictive Maintenance, Dassault Syst\u00e8mes\uc758 SIMULIA \uc81c\ud488\uad70 \ub4f1\uc774 \uc788\uc73c\uba70, \uc774\ub294 \uc2dc\ubbac\ub808\uc774\uc158 \uae30\ubc18 \uc720\uc9c0 \uad00\ub9ac \uc804\ub7b5\uc744 \uc704\ud574 Abaqus\uc640 \uc9c1\uc811 \ud1b5\ud569\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \uc2e4\uc2dc\uac04 \uc13c\uc11c \ub370\uc774\ud130, \uacfc\uac70 \uc720\uc9c0\ubcf4\uc218 \ub85c\uadf8, \uadf8\ub9ac\uace0 \uc720\ud55c \uc694\uc18c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uacb0\ud569\ud558\uc5ec \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc790\ub3d9 \uc54c\ub9bc \uc0dd\uc131, \uc794\uc5ec \uc218\uba85(RUL) \ucd94\uc815, \uc608\uce21 \ubd84\uc11d \ub4f1\uc758 \uae30\ub2a5\uc744 \ud1b5\ud574 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud300\uc740 \uc870\uce58\uc758 \uc6b0\uc120\uc21c\uc704\ub97c \uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uace0\uae09 \uc0ac\uc6a9\uc790\uc758 \uacbd\uc6b0 Abaqus\uc758 Python \uc2a4\ud06c\ub9bd\ud305\uc774\ub098 MATLAB\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uacfc\uc758 API \ud1b5\ud569\uc744 \ud1b5\ud574 \uc608\uce21 \uae30\ub2a5\uc744 \ud655\uc7a5\ud558\uc5ec \uc644\uc804\ud788 \uc0ac\uc6a9\uc790 \uc815\uc758\ub41c \uc720\uc9c0 \uad00\ub9ac \uc6cc\ud06c\ud50c\ub85c\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>8. \ubbf8\ub798 \uc81c\uc870\uc5c5\uc5d0 \uc608\uce21 \uc720\uc9c0\ubcf4\uc218\uac00 \uc911\uc694\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\uac83\ub4e4 <strong>\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc0ac\ub840<\/strong> \ud604\ub300 \uc81c\uc870 \uc2dc\uc2a4\ud15c\uc774 AI\uc640 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud65c\uc6a9\ud558\uc5ec \uacc4\ud68d\ub418\uc9c0 \uc54a\uc740 \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc720\uc9c0 \uad00\ub9ac \ube44\uc6a9\uc744 \uc904\uc774\uace0, \uc7a5\ube44 \uc218\uba85\uc744 \uc5f0\uc7a5\ud558\ub294 \ubc29\ubc95\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uace0\uc7a5\uc774 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \uc774\ub97c \uc608\uce21\ud568\uc73c\ub85c\uc368 \uc81c\uc870\uc5c5\uccb4\ub294 \ud6a8\uc728\uc801\uc73c\ub85c \uac1c\uc785 \uc77c\uc815\uc744 \uacc4\ud68d\ud558\uace0 \uc608\uc0c1\uce58 \ubabb\ud55c \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04\uc744 \ud53c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubbf8\ub798\uc758 \uc81c\uc870\uc5c5\uc740 \ucee4\ub125\ud2f0\ub4dc \uc2dc\uc2a4\ud15c, \ub514\uc9c0\ud138 \ud2b8\uc708, \uadf8\ub9ac\uace0 AI \uae30\ubc18 \ubd84\uc11d\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4. \uc608\uce21 \uc720\uc9c0\ubcf4\uc218\ub97c CAE \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569\ud558\uba74 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ub2e4\uc591\ud55c \uc791\ub3d9 \uc870\uac74\uc5d0\uc11c \uc7a5\ube44\uc758 \ub3d9\uc791\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \ucd5c\uc801\uc758 \uc124\uacc4 \ubc0f \uc720\uc9c0\ubcf4\uc218 \uacc4\ud68d\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc0b0\uc5c5 \uc0dd\uc0b0\uc131\uc744 \uc9c0\uc6d0\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc608\uc0c1\uce58 \ubabb\ud55c \uc2e4\ud328\uc640 \uc5d0\ub108\uc9c0 \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\uc5ec \uc548\uc804\uc131\uacfc \uc9c0\uc18d \uac00\ub2a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>9. AI \uae30\ubc18 \uad6c\uc870 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub2e4\uc911 \ubb3c\ub9ac \ubaa8\ub378\ub9c1<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">AI \uae30\ubc18 \uad6c\uc870 \uac74\uc804\uc131 \ubaa8\ub2c8\ud130\ub9c1(SHM)\uacfc \ub2e4\uc911\ubb3c\ub9ac \ubaa8\ub378\ub9c1\uc744 \uacb0\ud569\ud558\uba74 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c\uc758 \uace0\uc7a5\uc744 \uc815\ud655\ud558\uac8c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Abaqus\ub97c \uc0ac\uc6a9\ud558\uba74 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \uc5f4, \uae30\uacc4 \ubc0f \uc5f0\uc131 \ud604\uc0c1\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\ub294 \ub3d9\uc2dc\uc5d0 AI \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud569\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc608\ub97c \ub4e4\uc5b4, \ud56d\uacf5\uc6b0\uc8fc \ubd80\ud488\uc774\ub098 \uc0b0\uc5c5 \uae30\uacc4\uc758 \ub514\uc9c0\ud138 \ud2b8\uc708\uc740 \uc13c\uc11c \ub370\uc774\ud130, \uba38\uc2e0 \ub7ec\ub2dd, FEA \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad6c\uc870\uc801 \uc0c1\ud0dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \uace0\uae09 \uc18c\uc7ac\ub098 \uc774\ubc29\uc131 \ubd80\ud488\uc5d0\ub3c4 \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \uc804\ub7b5\uc744 \uc801\uc6a9\ud558\uc5ec \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uac80\uc0ac \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uace0 \ubd80\ud488 \uc218\uba85\uc744 \uc5f0\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc911\ubb3c\ub9ac \ubaa8\ub378\ub9c1\uc744 \ud1b5\ud574 \ud658\uacbd \ubc0f \uc6b4\uc601 \uc694\uc778\uc744 \uc720\uc9c0\ubcf4\uc218 \uc608\uce21\uc5d0 \uc644\ubcbd\ud558\uac8c \ubc18\uc601\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><iframe title=\"\uc720\ud29c\ube0c \ube44\ub514\uc624 \ud50c\ub808\uc774\uc5b4\" src=\"https:\/\/www.youtube.com\/embed\/c9fEnbNgn-E?si=1aHwvWVH8NRuy42H\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc81c\ubaa9:<\/strong> <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=c9fEnbNgn-E&amp;utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub97c \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5 \uc0ac\ub840 \uc5f0\uad6c<\/a><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ud45c\uc81c:<\/strong> \uc774 \uc601\uc0c1\uc740 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc5d0 AI\ub97c \uc801\uc6a9\ud558\ub294 \uac83\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \uc2e4\uc81c \uc0ac\ub840\uc640 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>10. \uc804\ubb38\uac00 \ud301: \uc62c\ubc14\ub978 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc804\ub7b5\uc744 \uc120\ud0dd\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc801\uc808\ud55c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc804\ub7b5\uc744 \uc120\ud0dd\ud558\ub824\uba74 \uc2dc\uc2a4\ud15c, \ub370\uc774\ud130 \uac00\uc6a9\uc131, \uadf8\ub9ac\uace0 \uc6d0\ud558\ub294 \uacb0\uacfc\ub97c \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ub2e4\uc74c \uc0ac\ud56d\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\"><strong>\ub370\uc774\ud130 \uc900\ube44:<\/strong> \uc13c\uc11c\uc640 \uacfc\uac70 \uc720\uc9c0\uad00\ub9ac \ub370\uc774\ud130\uac00 \uc815\ud655\ud558\uace0 \ud3ec\uad04\uc801\uc778\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\uc2dc\ubbac\ub808\uc774\uc158 \ucda9\uc2e4\ub3c4:<\/strong> \uc720\ud55c \uc694\uc18c \ubaa8\ub378(Abaqus)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc81c \uc6b4\uc601 \uc870\uac74\uc744 \uc7ac\ud604\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\uc54c\uace0\ub9ac\uc998 \uc801\ud569\uc131:<\/strong> \uc2e4\ud328 \ubaa8\ub4dc\uc5d0 \ub9de\ucdb0 \uba38\uc2e0 \ub7ec\ub2dd\uc774\ub098 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc744 \uc801\uc6a9\ud558\uc138\uc694.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\ud655\uc7a5\uc131:<\/strong> \uc5ec\ub7ec \uae30\uacc4\uc640 \uc0dd\uc0b0 \ub77c\uc778\uc5d0 \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uc194\ub8e8\uc158\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\ube44\uc6a9-\ud3b8\uc775 \ubd84\uc11d:<\/strong> \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ube44\uc6a9\uacfc \uc608\uc0c1\ub418\ub294 \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04 \uc808\uac10 \uac04\uc758 \uade0\ud615\uc744 \ub9de\ucd94\uc138\uc694.<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">CAE \uc2dc\ubbac\ub808\uc774\uc158\uacfc \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc744 \uacb0\ud569\ud568\uc73c\ub85c\uc368 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ubb3c\ub9ac \uae30\ubc18 \ubaa8\ub378\uacfc \ub370\uc774\ud130 \uae30\ubc18 \ud1b5\ucc30\ub825\uc744 \ubaa8\ub450 \ud65c\uc6a9\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc804\ub7b5\uc744 \uad6c\ud604\ud558\uc5ec \ucd5c\uc801\uc758 \uc720\uc9c0 \uad00\ub9ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc81c\ubaa9:<\/strong> <a href=\"https:\/\/www.youtube.com\/watch?v=c9fEnbNgn-E&amp;utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\uba38\uc2e0 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ubc0f \ubaa8\ub2c8\ud130\ub9c1: \ub370\ubaa8 \ubc0f \uc0ac\ub840 \uc5f0\uad6c<\/a><\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\ud45c\uc81c:<\/strong> \uc774 \ub370\ubaa8\uc640 \uc0ac\ub840 \uc5f0\uad6c\ub294 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc5d0\uc11c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc2e4\uc81c \uc801\uc6a9\uc744 \uac15\uc870\ud558\uc5ec \uc5d4\uc9c0\ub2c8\uc5b4\uc5d0\uac8c \uadc0\uc911\ud55c \uad50\ud6c8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><span style=\"font-size: 14pt;\"><strong>\uc139\uc158 5: \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uace0 \uc870\uce58\ub97c \ucde8\ud558\uc138\uc694<\/strong><\/span><\/p>\n<h2><span style=\"color: #ff6600;\"><strong>11. CAE Assistant\uc5d0\uc11c \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac PDF \ubc0f \ud29c\ud1a0\ub9ac\uc5bc \ub2e4\uc6b4\ub85c\ub4dc<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub354 \ud0d0\uc0c9\ud558\uace0 \uc2f6\uc5b4\uc694 <strong>\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc0ac\ub840<\/strong> Abaqus\uc640 FEA\ub97c \uc0ac\uc6a9\ud558\uc2dc\ub098\uc694? \uc790\uc138\ud55c PDF\uc640 \ud29c\ud1a0\ub9ac\uc5bc\uc744 \ud1b5\ud574 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc9c0\uc2dd\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uc138\uc694. <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/caeassistant.com\" target=\"_blank\" rel=\"noopener\">CAE \ubcf4\uc870\uc6d0<\/a><\/span><\/span><span style=\"font-size: 14pt;\">. \uc774 \ub9ac\uc18c\uc2a4\uc5d0\ub294 \uc2dc\ubbac\ub808\uc774\uc158 \uae30\ubc18 \uc720\uc9c0 \uad00\ub9ac, \uc720\ud55c \uc694\uc18c \ubaa8\ub378 \ud1b5\ud569, Abaqus\uc758 \uc2e4\uc81c \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ub300\ud55c \ub0b4\uc6a9\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"> \ud559\uc0dd\uc774\ub4e0 \uc219\ub828\ub41c \uc5d4\uc9c0\ub2c8\uc5b4\ub4e0, \uc774 \uc790\ub8cc\ub294 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud55c \ub2e8\uacc4\ubcc4 \uc9c0\uce68, \uc0ac\ub840 \uc5f0\uad6c \ubc0f \uc790\ub3d9\ud654 \uae30\uc220\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c PDF\uc5d0 \uc561\uc138\uc2a4\ud558\uba74 \uc7ac\uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc6cc\ud06c\ud50c\ub85c\ub97c \uad6c\ucd95\ud558\uace0, RUL \ucd94\uc815\uc744 \uac1c\uc120\ud558\uace0, CAE \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc989\uc2dc \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc5c5\uacc4\uc5d0\uc11c \uac80\uc99d\ub41c \uc804\ub7b5\uc744 \ubc30\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><strong>\uc81c\ubaa9:<\/strong> <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=c9fEnbNgn-E&amp;utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener\">\uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\ub97c \uc704\ud55c \uc778\uacf5 \uc9c0\ub2a5 \uc0ac\ub840 \uc5f0\uad6c<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\uc124\uba85:<\/strong> \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac\uc5d0 AI\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc774 \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ud1b5\ucc30\ub825\uc744 \uc5bb\uace0 \ud559\uc2b5 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uc138\uc694.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2><span style=\"color: #ff6600;\"><strong>12. CAEAssistant.com\uc5d0\uc11c \ub354 \ub9ce\uc740 Abaqus \ubc0f FEA \ud29c\ud1a0\ub9ac\uc5bc\uc744 \uc0b4\ud3b4\ubcf4\uc138\uc694.<\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">CAEAssistant.com\uc5d0\uc11c Abaqus \ubc0f FEA \ud29c\ud1a0\ub9ac\uc5bc\uc744 \ucd94\uac00\ub85c \uc0b4\ud3b4\ubcf4\uace0 \ud65c\uc6a9 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uc138\uc694. \uace0\uae09 \uade0\uc5f4 \uc2dc\ubbac\ub808\uc774\uc158, \ub2e4\uc911\ubb3c\ub9ac \uacb0\ud569, \ub514\uc9c0\ud138 \ud2b8\uc708 \uc0dd\uc131, \uba38\uc2e0\ub7ec\ub2dd \ud1b5\ud569 \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \uae30\ubc95 \ub4f1\uc744 \ud559\uc2b5\ud558\uc138\uc694. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\ub7ec\ud55c \ud29c\ud1a0\ub9ac\uc5bc\uc740 \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825, \uc2e4\uc81c \uc0ac\ub840, \ub2e4\uc6b4\ub85c\ub4dc \uac00\ub2a5\ud55c \ud15c\ud50c\ub9bf\uc744 \uc81c\uacf5\ud558\uc5ec \ud559\uc2b5\uacfc \ud504\ub85c\uc81d\ud2b8 \uc2e4\ud589\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \uc774\ub2c8\uc154\ud2f0\ube0c\ub97c \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ub9cc\ub4e4\uc5b4\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h1 style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ucc38\uace0\ubb38\ud5cc<\/span><\/h1>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Abaqus \ubb38\uc11c, \ub2e4\uc3d8\uc2dc\uc2a4\ud15c. https:\/\/help.3ds.com\/<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">SIMULIA \uae30\uc220 \uc790\ub8cc, \ub2e4\uc3d8\uc2dc\uc2a4\ud15c. https:\/\/help.3ds.com\/<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">CAE Assistant \ud29c\ud1a0\ub9ac\uc5bc. https:\/\/caeassistant.com\/<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">IBM Maximo \uc608\uce21 \uc720\uc9c0\ubcf4\uc218. https:\/\/www.ibm.com\/products\/maximo<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">MATLAB \uc608\uce21 \uc720\uc9c0 \uad00\ub9ac \ud234\ubc15\uc2a4. https:\/\/www.mathworks.com\/products\/predictive-maintenance.html<\/span><\/li>\n<\/ul>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Predictive maintenance (PdM) is a proactive strategy that uses measured data and simulation models to anticipate equipment failures before they occur. Instead of waiting for a breakdown or performing maintenance on a fixed schedule, PdM monitors the condition of assets in real time and uses analytics to determine when intervention is needed. In this article, [...]","protected":false},"author":250,"featured_media":41881,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[67],"tags":[],"class_list":["post-41733","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts\/41733","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/users\/250"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/comments?post=41733"}],"version-history":[{"count":0,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts\/41733\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/media\/41881"}],"wp:attachment":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/media?parent=41733"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/categories?post=41733"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/tags?post=41733"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}