{"id":41300,"date":"2025-09-25T18:10:28","date_gmt":"2025-09-25T14:40:28","guid":{"rendered":"https:\/\/caeassistant.com\/?p=41300"},"modified":"2026-06-05T12:42:00","modified_gmt":"2026-06-05T09:12:00","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-cae-%ec%9e%90%eb%8f%99%ed%99%94","status":"publish","type":"post","link":"https:\/\/dev.caeassistant.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8\/%ed%8c%8c%ec%9d%b4%ec%8d%ac-cae-%ec%9e%90%eb%8f%99%ed%99%94\/","title":{"rendered":"CAE \uc790\ub3d9\ud654\ub97c \uc704\ud55c Python \ud65c\uc6a9 \ubc29\ubc95: \uc804\ubb38\uac00 \ud29c\ud1a0\ub9ac\uc5bc \ubc0f \uc0b0\uc5c5 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8"},"content":{"rendered":"
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What is CAE Automation\u200b and Why Use Python?<\/h2>\n

CAE \uc790\ub3d9\ud654\ub294 \uc9c0\uc624\uba54\ud2b8\ub9ac \uc0dd\uc131, \uba54\uc2f1, \uc194\ubc84 \uc124\uc815, \ud6c4\ucc98\ub9ac \ub4f1 \uc2dc\ubbac\ub808\uc774\uc158 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc218\ub3d9 \ud074\ub9ad \ub300\uc2e0 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\uc18c\ud654\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. Python\uc740 \uc720\uc5f0\uc131, \uc624\ud508 \uc18c\uc2a4 \uc0dd\ud0dc\uacc4, \uadf8\ub9ac\uace0 Abaqus, Ansys, LS-DYNA\uc640 \uac19\uc740 \ub3c4\uad6c\uc640\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc73c\ub85c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n

Python\uc740 \ubc18\ubcf5\uc801\uc778 \uc791\uc5c5\uc744 \uc904\uc774\uace0 \ub9e4\uac1c\ubcc0\uc218 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud568\uc73c\ub85c\uc368 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0, \uc778\uc801 \uc624\ub958\ub97c \uc904\uc774\uba70, \uc124\uacc4 \ud0d0\uc0c9\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \uc790\ub3d9\ucc28, \ud56d\uacf5\uc6b0\uc8fc, \uc801\uce35 \uc81c\uc870 \ub4f1\uc758 \uc0b0\uc5c5\uc5d0\uc11c Python \uae30\ubc18 \uc790\ub3d9\ud654\ub294 \uc774\uc81c \uc2dc\ubbac\ub808\uc774\uc158 \uc5d4\uc9c0\ub2c8\uc5b4\uc5d0\uac8c \ud45c\uc900\uc73c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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<\/span>\uc5d4\uc9c0\ub2c8\uc5b4\ub97c \uc704\ud55c \ud575\uc2ec Python \ub77c\uc774\ube0c\ub7ec\ub9ac<\/h3>\n

CAE \uc804\ubb38\uac00, \uc5d4\uc9c0\ub2c8\uc5b4, \ud559\uc0dd\uc744 \uc704\ud55c \uac00\uc7a5 \uadc0\uc911\ud55c Python \ub77c\uc774\ube0c\ub7ec\ub9ac \ubaa9\ub85d\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\uc5d4\uc9c0\ub2c8\uc5b4\ub97c<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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<\/span>\uc77c\ubc18 \uacf5\ud559 \ub3c4\uc11c\uad00<\/h3>\n

\"\uc77c\ubc18<\/p>\n

\ud655\uc7a5\ub41c \ubaa9\ub85d\uc740 \ub2e4\uc74c\uc744 \ucc38\uc870\ud558\uc138\uc694.\u00a0awesome-CAE GitHub \uc800\uc7a5\uc18c<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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<\/span>How to Set Up Your Python Environment for CAE Scripting<\/h2>\n

\uacac\uace0\ud55c \uc124\uc815\uc740 NumPy \ubc0f SciPy\uc640 \uac19\uc740 \ud328\ud0a4\uc9c0\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud574 Anaconda\ub97c \uc124\uce58\ud558\ub294 \uac83\ubd80\ud130 \uc2dc\uc791\ub429\ub2c8\ub2e4. \ud328\ud0a4\uc9c0 \uad00\ub9ac\uc5d0\ub294 pip \ub610\ub294 conda\ub97c \uc0ac\uc6a9\ud558\uace0 Abaqus\uc640 \uac19\uc740 CAE \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640\uc758 \ud638\ud658\uc131\uc744 \ud655\ubcf4\ud558\uc138\uc694. Abaqus \ud1b5\ud569\uc744 \uc704\ud574\uc11c\ub294 \ub0b4\uc7a5 Python \uc778\ud130\ud504\ub9ac\ud130(v2.7\/3.x)\ub97c \uc0ac\uc6a9\ud558\uc5ec odbAccess\uc640 \uac19\uc740 \ubaa8\ub4c8\uc5d0 \uc561\uc138\uc2a4\ud558\uc138\uc694.<\/p>\n

\ub514\ubc84\uae45\uc744 \uc704\ud574 PyCharm\uacfc \uac19\uc740 IDE\ub97c \uad6c\uc131\ud558\uace0, \ud611\uc5c5 \uc2a4\ud06c\ub9bd\ud305\uc744 \uc704\ud574 \ubc84\uc804 \uad00\ub9ac(Git)\ub97c \ud65c\uc6a9\ud558\uc138\uc694. CAE \ub3c4\uad6c\uc640\uc758 \ud638\ud658\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ud56d\uc0c1 \ud14c\uc2a4\ud2b8 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud658\uacbd\uc744 \uac80\uc99d\ud558\uc138\uc694.<\/p>\n

\uc2dc\uc791\ud558\ub824\uba74:<\/p>\n

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  1. Python \uc124\uce58(3.10 \uc774\uc0c1 \uad8c\uc7a5)<\/strong>\u00a0Anaconda \ub610\ub294 Miniconda\ub97c \ud1b5\ud574\uc11c.<\/li>\n
  2. \uac00\uc0c1 \ud658\uacbd \uc124\uc815<\/strong>\u00a0conda create -n cae python=3.10\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n
  3. \ud575\uc2ec \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/strong>\u00a0NumPy, Pandas, Matplotlib, SciPy\uc640 \uac19\uc740 \uac83\ub4e4\uc785\ub2c8\ub2e4.<\/li>\n
  4. CAE \uc804\uc6a9 \ud328\ud0a4\uc9c0 \ucd94\uac00<\/strong>\u00a0(abapy, pycalculix, pyNastran, PyAnsys) \uc194\ubc84\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4.<\/li>\n
  5. CAE \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub9c1\ud06c<\/strong>\u00a0(\uc608: Abaqus\/CAE \uc2a4\ud06c\ub9bd\ud305 \ud658\uacbd \ub610\ub294 Ansys ACT\/PyAEDT).<\/li>\n<\/ol>\n

    \ud301: Abaqus\ub294 \uc790\uccb4 Python \uc778\ud130\ud504\ub9ac\ud130\ub97c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \uc2a4\ud06c\ub9bd\ud2b8\ub294 Abaqus Python\uc73c\ub85c \uc2e4\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.\u00a0\uc2a4\ud06c\ub9bd\ud2b8.py<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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    <\/span>How to Automate Pre-processing in CAE Using Python<\/h2>\n

    CAE\uc758 \uc804\ucc98\ub9ac\ub294 Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc9c0\uc624\uba54\ud2b8\ub9ac \uc0dd\uc131, \uba54\uc2dc \uc0dd\uc131, \uc7ac\ub8cc \ud560\ub2f9\uc744 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. CadQuery \ubc0f Pygmsh\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uc774\ub7ec\ud55c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc218\uc791\uc5c5\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n

    \uc0ac\uc804 \ucc98\ub9ac \uc790\ub3d9\ud654\ub97c \uc704\ud55c \ub2e8\uacc4<\/strong>:<\/p>\n

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    1. \uae30\ud558\ud559 \uc0dd\uc131<\/strong>: CadQuery\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub9e4\uac1c\ubcc0\uc218 \ubaa8\ub378\uc744 \uc2a4\ud06c\ub9bd\ud305\ud569\ub2c8\ub2e4(\uc608: cq.Workplane().box(10, 10, 10)).<\/li>\n
    2. \uba54\uc2f1<\/strong>: Gmsh \ud1b5\ud569\uc744 \uc704\ud574 pygmsh\ub85c \uba54\uc2dc\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n
    3. \uc7ac\ub8cc \ud560\ub2f9<\/strong>: Abaqus\uc5d0\uc11c Abapy\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2a4\ud06c\ub9bd\ud2b8 \uc7ac\ub8cc \uc18d\uc131\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n

      YouTube \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c\ub294 Abaqus \uc804\ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\uc5ec \ubcf5\uc7a1\ud55c \ubaa8\ub378\uc5d0\uc11c \uc2dc\uac04\uc744 \uc808\uc57d\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ud6a8\uc728\uc801\uc778 \uc2dc\ubbac\ub808\uc774\uc158 \uc124\uc815\uc744 \uc704\ud55c \uc5c5\uacc4 \uad00\ud589\uacfc \uc77c\uce58\ud569\ub2c8\ub2e4.<\/p>\n