{"id":233,"date":"2025-06-27T19:02:20","date_gmt":"2025-06-27T10:02:20","guid":{"rendered":"https:\/\/www.shin1sakamoto.com\/?p=233"},"modified":"2025-06-27T19:02:21","modified_gmt":"2025-06-27T10:02:21","slug":"2025%e5%b9%b46%e6%9c%88%e6%9c%80%e6%96%b0%e5%88%86%e6%9e%90%e3%80%80%e3%83%86%e3%82%a3%e3%83%bc%e3%83%81%e3%83%b3%e3%82%b0%e3%83%ac%e3%82%b9%e3%83%ad%e3%83%9c%e3%83%83%e3%83%88%e3%81%ab%e3%81%a4","status":"publish","type":"post","link":"https:\/\/www.shin1sakamoto.com\/?p=233","title":{"rendered":"2025\u5e746\u6708\u6700\u65b0\u5206\u6790\u3000\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306b\u3064\u3044\u3066\u306e\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8"},"content":{"rendered":"\n<h1 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href=\"https:\/\/note.com\/takecando\/n\/n4a077ba00aa9\">1<\/a>\u3002\u3057\u304b\u3057\u3001\u5f93\u6765\u306e\u7523\u696d\u7528\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u5927\u304d\u306a\u8ab2\u984c\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u306b\u306f\u3001\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u300c\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30de\u30f3\u300d\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u8005\u306b\u3088\u308b\u8907\u96d1\u306a\u4f5c\u696d\u6559\u793a\uff08\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\uff09\u304c\u4e0d\u53ef\u6b20\u3067\u3057\u305f\u3002\u3053\u306e\u4f5c\u696d\u306f\u9ad8\u5ea6\u306a\u5c02\u9580\u6027\u3092\u8981\u6c42\u3057\u3001\u3057\u304b\u3082\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u306e\u5916\u6ce8\u306b\u304b\u304b\u308b\u8cbb\u7528\u306f1\u65e5\u3042\u305f\u308a\u7d0420\uff5e30\u4e07\u5186\u3068\u9ad8\u984d\u3067\u3001\u5927\u304d\u306a\u8ca0\u62c5\u3068\u306a\u3063\u3066\u304d\u307e\u3057\u305f<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/linkwiz.co.jp\/topics\/column\/installatio-cost_20210209\/\">2<\/a>\u3002\u3055\u3089\u306b\u3001\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u3078\u306e\u5bfe\u5fdc\u3084\u983b\u7e41\u306a\u88fd\u54c1\u5909\u66f4\u304c\u6c42\u3081\u3089\u308c\u308b\u73fe\u4ee3\u306e\u88fd\u9020\u74b0\u5883\u3067\u306f\u3001\u305d\u306e\u90fd\u5ea6\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u304c\u5fc5\u8981\u3068\u306a\u308a\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306e\u5897\u5927\u304c\u6df1\u523b\u306a\u554f\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/smart-factory.funaisoken.co.jp\/20200424-2\/\">3<\/a>\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u65e5\u672c\u306e\u88fd\u9020\u696d\u306f\u6df1\u523b\u306a\u4eba\u624b\u4e0d\u8db3\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002\u5c11\u5b50\u9ad8\u9f62\u5316\u306b\u3088\u308b\u52b4\u50cd\u4eba\u53e3\u306e\u6e1b\u5c11\u3001\u6280\u80fd\u4eba\u6750\u306e\u4e0d\u8db3\u3001\u305d\u3057\u3066\u88fd\u9020\u73fe\u5834\u3078\u306e\u82e5\u5e74\u5c64\u306e\u4eba\u6750\u6d41\u51fa\u304c\u52a0\u901f\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u72b6\u6cc1\u306f\u4eca\u5f8c\u3055\u3089\u306b\u6df1\u523b\u5316\u3059\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/sojitz-robotics.com\/column\/labor-shortage-robot\/\">4<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.robotouyou.com\/automation-robot\">5<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.nri.com\/jp\/media\/column\/mcs_blog\/20250502.html\">6<\/a>\u3002\u7279\u306b\u88fd\u9020\u696d\u3067\u306f\u7d0475%\u306e\u4f01\u696d\u304c\u4eba\u624b\u4e0d\u8db3\u3092\u611f\u3058\u3066\u304a\u308a\u3001\u5f93\u6765\u306e\u4eba\u529b\u306b\u4f9d\u5b58\u3057\u305f\u751f\u7523\u4f53\u5236\u306e\u9650\u754c\u304c\u9732\u5448\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u793e\u4f1a\u7684\u30fb\u6280\u8853\u7684\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u89e3\u6c7a\u7b56\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u3001\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u3001IoT\u6280\u8853\u306e\u98db\u8e8d\u7684\u306a\u9032\u6b69\u3092\u80cc\u666f\u3068\u3057\u3066\u5b9f\u73fe\u3055\u308c\u305f\u9769\u65b0\u7684\u306a\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308a\u3001\u5f93\u6765\u306e\u8907\u96d1\u306a\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u3092\u5927\u5e45\u306b\u524a\u6e1b\u307e\u305f\u306f\u4e0d\u8981\u306b\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">7<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/note.com\/gabc\/n\/n2c09e327cd87\">8<\/a>\u3002<\/p>\n\n\n\n<p>\u7b2c\u56db\u6b21\u7523\u696d\u9769\u547d\uff08\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\uff09\u306e\u9032\u5c55\u306b\u3088\u308a\u3001\u88fd\u9020\u73fe\u5834\u306e\u30c7\u30b8\u30bf\u30eb\u30fb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u304c\u52a0\u901f\u3057\u3066\u3044\u308b\u73fe\u5728\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u5358\u306a\u308b\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3092\u8d85\u3048\u3066\u3001\u30b9\u30de\u30fc\u30c8\u30fb\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u5b9f\u73fe\u306e\u4e2d\u6838\u6280\u8853\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.ibm.com\/jp-ja\/topics\/industry-4-0\">9<\/a>\u3002\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u6307\u793a\u7406\u89e3\u3001\u8996\u899a\u60c5\u5831\u304b\u3089\u306e\u81ea\u52d5\u5b66\u7fd2\u3001\u72b6\u6cc1\u9069\u5fdc\u80fd\u529b\u3001\u5275\u9020\u7684\u306a\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3092\u5099\u3048\u305f\u3053\u308c\u3089\u306e\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u5bfe\u5fdc\u56f0\u96e3\u3060\u3063\u305f\u67d4\u8edf\u3067\u8907\u96d1\u306a\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u6280\u8853\u7684\u57fa\u76e4\u304b\u3089\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3001\u3055\u3089\u306b\u306f\u5c06\u6765\u7684\u306a\u5c55\u671b\u307e\u3067\u3001\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3057\u3084\u3059\u3044\u5f62\u3067\u5305\u62ec\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u306e\u9769\u65b0\u7684\u306a\u6280\u8853\u304c\u88fd\u9020\u696d\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u7523\u696d\u754c\u306b\u3069\u306e\u3088\u3046\u306a\u5909\u9769\u3092\u3082\u305f\u3089\u3057\u3001\u4eba\u624b\u4e0d\u8db3\u3084\u751f\u7523\u6027\u5411\u4e0a\u3068\u3044\u3063\u305f\u73fe\u4ee3\u7684\u8ab2\u984c\u306b\u3069\u306e\u3088\u3046\u306b\u5fdc\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u3001\u5c02\u9580\u7684\u304b\u3064\u5b9f\u8df5\u7684\u306a\u8996\u70b9\u304b\u3089\u8a73\u7d30\u306b\u691c\u8a0e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306e\u6c11\u4e3b\u5316\u3092\u5b9f\u73fe\u3057\u3001\u4e2d\u5c0f\u4f01\u696d\u304b\u3089\u5927\u4f01\u696d\u307e\u3067\u5e45\u5e83\u3044\u898f\u6a21\u306e\u4f01\u696d\u3067\u306e\u6d3b\u7528\u3092\u53ef\u80fd\u306b\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u3001\u4eca\u5f8c\u306e\u7523\u696d\u767a\u5c55\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u30ec\u30dd\u30fc\u30c8\u3092\u901a\u3058\u3066\u3001\u3053\u306e\u753b\u671f\u7684\u306a\u6280\u8853\u306e\u5168\u8c8c\u3068\u53ef\u80fd\u6027\u3092\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u304d\u3001\u4eca\u5f8c\u306e\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u3084\u6280\u8853\u5c0e\u5165\u306e\u53c2\u8003\u3068\u3057\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u203b\u672c\u30da\u30fc\u30b8\u306f\u3001AI\u306e\u6d3b\u7528\u3084\u7814\u7a76\u306b\u95a2\u9023\u3059\u308b\u539f\u7406\u30fb\u6a5f\u5668\u30fb\u30c7\u30d0\u30a4\u30b9\u306b\u3064\u3044\u3066\u5b66\u3076\u305f\u3081\u306b\u3001\u500b\u4eba\u7684\u306b\u6574\u7406\u30fb\u8a18\u8ff0\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002\u5185\u5bb9\u306b\u306f\u8aa4\u308a\u3084\u898b\u843d\u3068\u3057\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3082\u3057\u304a\u6c17\u3065\u304d\u306e\u70b9\u3084\u3054\u52a9\u8a00\u7b49\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u3054\u9023\u7d61\u3044\u305f\u3060\u3051\u307e\u3059\u3068\u5e78\u3044\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u203b\u672c\u30da\u30fc\u30b8\u306e\u5185\u5bb9\u306f\u3001\u500b\u4eba\u7684\u306a\u5b66\u7fd2\u304a\u3088\u3073\u60c5\u5831\u6574\u7406\u3092\u76ee\u7684\u3068\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u305d\u306e\u6b63\u78ba\u6027\u3001\u5b8c\u5168\u6027\u3001\u6709\u7528\u6027\u7b49\u306b\u3064\u3044\u3066\u3044\u304b\u306a\u308b\u4fdd\u8a3c\u3082\u884c\u3044\u307e\u305b\u3093\u3002\u672c\u30da\u30fc\u30b8\u306e\u60c5\u5831\u3092\u5229\u7528\u3057\u305f\u3053\u3068\u3001\u307e\u305f\u306f\u5229\u7528\u3067\u304d\u306a\u304b\u3063\u305f\u3053\u3068\u306b\u3088\u3063\u3066\u767a\u751f\u3057\u305f\u640d\u5bb3\uff08\u76f4\u63a5\u7684\u30fb\u9593\u63a5\u7684\u30fb\u7279\u5225\u30fb\u5076\u767a\u7684\u30fb\u7d50\u679c\u7684\u640d\u5bb3\u3092\u542b\u307f\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306b\u9650\u308a\u307e\u305b\u3093\uff09\u306b\u3064\u3044\u3066\u3001\u5f53\u65b9\u306f\u4e00\u5207\u8cac\u4efb\u3092\u8ca0\u3044\u307e\u305b\u3093\u3002\u3054\u5229\u7528\u306f\u5229\u7528\u8005\u3054\u81ea\u8eab\u306e\u8cac\u4efb\u3067\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/note.com\/takecando\/n\/n4a077ba00aa9\">https:\/\/note.com\/takecando\/n\/n4a077ba00aa9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/linkwiz.co.jp\/topics\/column\/installatio-cost_20210209\/\">https:\/\/linkwiz.co.jp\/topics\/column\/installatio-cost_20210209\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/smart-factory.funaisoken.co.jp\/20200424-2\/\">https:\/\/smart-factory.funaisoken.co.jp\/20200424-2\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/sojitz-robotics.com\/column\/labor-shortage-robot\/\">https:\/\/sojitz-robotics.com\/column\/labor-shortage-robot\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.robotouyou.com\/automation-robot\">https:\/\/www.robotouyou.com\/automation-robot<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.nri.com\/jp\/media\/column\/mcs_blog\/20250502.html\">https:\/\/www.nri.com\/jp\/media\/column\/mcs_blog\/20250502.html<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/note.com\/gabc\/n\/n2c09e327cd87\">https:\/\/note.com\/gabc\/n\/n2c09e327cd87<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.ibm.com\/jp-ja\/topics\/industry-4-0\">https:\/\/www.ibm.com\/jp-ja\/topics\/industry-4-0<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.jstage.jst.go.jp\/article\/kampomed\/68\/3\/68_255\/_article\/-char\/ja\/\">https:\/\/www.jstage.jst.go.jp\/article\/kampomed\/68\/3\/68_255\/_article\/-char\/ja\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.jara.jp\/various\/report\/img\/E001537-1.pdf\">https:\/\/www.jara.jp\/various\/report\/img\/E001537-1.pdf<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www1.gifu-u.ac.jp\/~kawalab\/seminar\/History\/history.html\">https:\/\/www1.gifu-u.ac.jp\/~kawalab\/seminar\/History\/history.html<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.jstage.jst.go.jp\/article\/radioisotopes1952\/55\/4\/55_4_231\/_article\/-char\/ja\/\">http:\/\/www.jstage.jst.go.jp\/article\/radioisotopes1952\/55\/4\/55_4_231\/_article\/-char\/ja\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/5e5cceda89a27ef35091581d1874c3e2d7a4b204\">https:\/\/www.semanticscholar.org\/paper\/5e5cceda89a27ef35091581d1874c3e2d7a4b204<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/7bd909949097a31eff2783593c82e607ebb37d79\">https:\/\/www.semanticscholar.org\/paper\/7bd909949097a31eff2783593c82e607ebb37d79<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/91ff5b3fbfa98c759b5768321abc8f6cb41cbe7e\">https:\/\/www.semanticscholar.org\/paper\/91ff5b3fbfa98c759b5768321abc8f6cb41cbe7e<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/989ecc76c86026feeca18ce361c3f6fb97aa341e\">https:\/\/www.semanticscholar.org\/paper\/989ecc76c86026feeca18ce361c3f6fb97aa341e<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/nitech.repo.nii.ac.jp\/record\/3227\/files\/ko1024_f.pdf\">https:\/\/nitech.repo.nii.ac.jp\/record\/3227\/files\/ko1024_f.pdf<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/smart-factory.funaisoken.co.jp\/201102-2\/\">https:\/\/smart-factory.funaisoken.co.jp\/201102-2\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/roboin-fa.com\/2023\/01\/11\/sier_knowledge_2\/\">https:\/\/roboin-fa.com\/2023\/01\/11\/sier_knowledge_2\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.mujin.co.jp\/case\/sakaba-shouten\/\">https:\/\/www.mujin.co.jp\/case\/sakaba-shouten\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/d0fed0f8b0213114f59dd9895726403606122dc4\">https:\/\/www.semanticscholar.org\/paper\/d0fed0f8b0213114f59dd9895726403606122dc4<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/19a96796f992d885226648e5b56526a373d16ec0\">https:\/\/www.semanticscholar.org\/paper\/19a96796f992d885226648e5b56526a373d16ec0<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/3ae3196b04f43c7c2febf2d874891832a0cd6eb9\">https:\/\/www.semanticscholar.org\/paper\/3ae3196b04f43c7c2febf2d874891832a0cd6eb9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/a8dd74237709402e279a56681432c6d0c081dbec\">https:\/\/www.semanticscholar.org\/paper\/a8dd74237709402e279a56681432c6d0c081dbec<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/0505df7bf29efed21b78c862a1ece806129feb78\">https:\/\/www.semanticscholar.org\/paper\/0505df7bf29efed21b78c862a1ece806129feb78<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/0b8ce62ed62336697b5a6fee397107d317ece490\">https:\/\/www.semanticscholar.org\/paper\/0b8ce62ed62336697b5a6fee397107d317ece490<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/dd8ea881a8b67c1e72367c15bcdd4e515d84c58e\">https:\/\/www.semanticscholar.org\/paper\/dd8ea881a8b67c1e72367c15bcdd4e515d84c58e<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/76df5964e263d70c16bee4a4b776c3c3d77ad4bf\">https:\/\/www.semanticscholar.org\/paper\/76df5964e263d70c16bee4a4b776c3c3d77ad4bf<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/d87c5d42e77e7d7f52db68290fa9a250f932f65e\">https:\/\/www.semanticscholar.org\/paper\/d87c5d42e77e7d7f52db68290fa9a250f932f65e<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/e10857f8f3f001d4ed692eeac350269f9575fc86\">https:\/\/www.semanticscholar.org\/paper\/e10857f8f3f001d4ed692eeac350269f9575fc86<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.astina.co\/media\/10972\/\">https:\/\/www.astina.co\/media\/10972\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.autodesk.com\/jp\/design-make\/articles\/industrial-robots\">https:\/\/www.autodesk.com\/jp\/design-make\/articles\/industrial-robots<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.thk.com\/jp\/ja\/journal\/products\/article-31052023-1.html\">https:\/\/www.thk.com\/jp\/ja\/journal\/products\/article-31052023-1.html<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.jara.jp\/data\/index.html\">https:\/\/www.jara.jp\/data\/index.html<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/valo-e.com\/column\/article516\/\">https:\/\/valo-e.com\/column\/article516\/<\/a><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u3068\u306f\u4f55\u304b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1.1 \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5b9a\u7fa9<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u3068\u306f\u3001\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u306b\u5fc5\u8981\u3060\u3063\u305f\u4eba\u9593\u306b\u3088\u308b\u8907\u96d1\u306a\u4f5c\u696d\u6559\u793a\uff08\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\uff09\u3092\u5927\u5e45\u306b\u524a\u6e1b\u307e\u305f\u306f\u4e0d\u8981\u306b\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u3053\u3068\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.robot-digest.com\/contents\/?id=1716886684-377083\">1<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0<\/strong>\u3068\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u306b\u4f5c\u696d\u3092\u6559\u3048\u8fbc\u3080\u5de5\u7a0b\u306e\u3053\u3068\u3067\u3001\u5f93\u6765\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3092\u6301\u3064\u300c\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30de\u30f3\u300d\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u8005\u304c\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30da\u30f3\u30c0\u30f3\u30c8\u3068\u3044\u3046\u5c02\u7528\u306e\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u3092\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">2<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a>\u3002\u3053\u306e\u4f5c\u696d\u306b\u306f\u76f8\u5fdc\u306e\u5c02\u9580\u77e5\u8b58\u3068\u7d4c\u9a13\u304c\u5fc5\u8981\u3067\u3001\u3057\u304b\u3082\u6642\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u3001\u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u306e\u5927\u304d\u306a\u30cf\u30fc\u30c9\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u3084\u9ad8\u5ea6\u306a\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u8907\u96d1\u306a\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u307e\u305f\u306f\u5927\u5e45\u306b\u7c21\u7d20\u5316\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u5c02\u9580\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u4e00\u822c\u7684\u306a\u4f5c\u696d\u8005\u3067\u3082\u3001\u7c21\u5358\u306a\u6307\u793a\u3060\u3051\u3067\u30ed\u30dc\u30c3\u30c8\u3092\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1.2 \u5f93\u6765\u306e\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u65b9\u5f0f\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p>\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u5236\u5fa1\u306b\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u65b9\u6cd5\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3057\u305f<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/linkwiz.co.jp\/topics\/column\/teachingmethod_20200709\/\">5<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/teaching\/\">6<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0<\/strong>\u306f\u3001\u5b9f\u969b\u306b\u30ed\u30dc\u30c3\u30c8\u304c\u8a2d\u7f6e\u3055\u308c\u305f\u73fe\u5834\u3067\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30da\u30f3\u30c0\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30dc\u30c3\u30c8\u3092\u5b9f\u969b\u306b\u52d5\u304b\u3057\u306a\u304c\u3089\u52d5\u4f5c\u3092\u8a18\u9332\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3067\u306f\u751f\u7523\u30e9\u30a4\u30f3\u3092\u505c\u6b62\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u306b\u6642\u9593\u3092\u304b\u3051\u308b\u307b\u3069\u751f\u7523\u30ed\u30b9\u304c\u5927\u304d\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/teaching\/\">6<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u30aa\u30d5\u30e9\u30a4\u30f3\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0<\/strong>\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u4e0a\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u30ed\u30dc\u30c3\u30c8\u306b\u8ee2\u9001\u3059\u308b\u65b9\u6cd5\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/linkwiz.co.jp\/topics\/column\/teachingmethod_20200709\/\">5<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"http:\/\/www.myesystems.co.jp\/teachingless\/%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E6%BA%B6%E6%8E%A5%E8%A3%85%E7%BD%AE\/\">7<\/a>\u3002\u751f\u7523\u30e9\u30a4\u30f3\u3092\u505c\u6b62\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5b9f\u969b\u306e\u74b0\u5883\u3067\u306e\u5fae\u8abf\u6574\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u5b8c\u5168\u306b\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u3092\u306a\u304f\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>\u30c0\u30a4\u30ec\u30af\u30c8\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0<\/strong>\u306f\u3001\u4f5c\u696d\u8005\u304c\u30ed\u30dc\u30c3\u30c8\u30a2\u30fc\u30e0\u3092\u76f4\u63a5\u624b\u3067\u52d5\u304b\u3057\u3066\u52d5\u4f5c\u3092\u899a\u3048\u3055\u305b\u308b\u65b9\u6cd5\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/teaching\/\">6<\/a>\u3002\u5c02\u9580\u77e5\u8b58\u306f\u6bd4\u8f03\u7684\u5c11\u306a\u304f\u3066\u6e08\u307f\u307e\u3059\u304c\u3001\u8907\u96d1\u306a\u52d5\u4f5c\u3084\u9ad8\u7cbe\u5ea6\u306a\u4f5c\u696d\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u5f93\u6765\u624b\u6cd5\u306b\u5bfe\u3057\u3066\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001AI\u306e\u81ea\u5df1\u5b66\u7fd2\u6a5f\u80fd\u3084\u9ad8\u5ea6\u306a\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u3092\u99c6\u4f7f\u3057\u3066\u3001\u4eba\u9593\u306e\u4ecb\u5165\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u306a\u304c\u3089\u52d5\u4f5c\u3092\u81ea\u52d5\u3067\u751f\u6210\u30fb\u6700\u9069\u5316\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1.3 \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u304c\u5b9f\u73fe\u3059\u308b\u80cc\u666f<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u304c\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u80cc\u666f\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6280\u8853\u7684\u30fb\u793e\u4f1a\u7684\u8981\u56e0\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>AI\u6280\u8853\u306e\u98db\u8e8d\u7684\u9032\u6b69<\/strong>\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u306e\u6280\u8853\u304c\u5b9f\u7528\u30ec\u30d9\u30eb\u306b\u9054\u3057\u307e\u3057\u305f<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u4eba\u9593\u306e\u3088\u3046\u306a\u67d4\u8edf\u306a\u5224\u65ad\u3068\u52d5\u4f5c\u304c\u53ef\u80fd\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u306e\u9ad8\u5ea6\u5316<\/strong>\u3082\u91cd\u8981\u306a\u8981\u56e0\u3067\u3059\u30023D\u30bb\u30f3\u30b5\u30fc\u3001\u529b\u899a\u30bb\u30f3\u30b5\u30fc\u3001\u9ad8\u7cbe\u5ea6\u30ab\u30e1\u30e9\u306a\u3069\u306e\u6280\u8853\u9032\u6b69\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u5468\u56f2\u306e\u74b0\u5883\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8a8d\u8b58\u3057\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u52d5\u4f5c\u3092\u8abf\u6574\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.keyence.co.jp\/ss\/products\/vision\/fa-robot\/robot_vision\/what.jsp\">10<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u52b4\u50cd\u4eba\u53e3\u306e\u6e1b\u5c11\u3068\u4eba\u624b\u4e0d\u8db3<\/strong>\u3068\u3044\u3046\u793e\u4f1a\u7684\u8ab2\u984c\u3082\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u666e\u53ca\u3092\u5f8c\u62bc\u3057\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">2<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.ipros.com\/product\/detail\/2000522311\/\">11<\/a>\u3002\u5c11\u5b50\u9ad8\u9f62\u5316\u306b\u3088\u308a\u3001\u7279\u306b\u88fd\u9020\u696d\u3084\u7269\u6d41\u696d\u754c\u3067\u306f\u6df1\u523b\u306a\u4eba\u624b\u4e0d\u8db3\u306b\u76f4\u9762\u3057\u3066\u304a\u308a\u3001\u3088\u308a\u5c0e\u5165\u3057\u3084\u3059\u3044\u30ed\u30dc\u30c3\u30c8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001<strong>\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u3078\u306e\u5bfe\u5fdc<\/strong>\u3068\u3044\u3046\u88fd\u9020\u696d\u306e\u5909\u5316\u3082\u80cc\u666f\u306b\u3042\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/highmixlowvolume-production\/\">12<\/a>\u3002\u6d88\u8cbb\u8005\u30cb\u30fc\u30ba\u306e\u591a\u69d8\u5316\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u5927\u91cf\u751f\u7523\u304b\u3089\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u3078\u306e\u8ee2\u63db\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u983b\u7e41\u306a\u88fd\u54c1\u5909\u66f4\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"2\">2. \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u4ed5\u7d44\u307f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 AI\u3084\u81ea\u5df1\u5b66\u7fd2\u6a5f\u80fd\u306e\u6d3b\u7528\u306b\u3088\u308b\u81ea\u52d5\u52d5\u4f5c\u751f\u6210<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u6838\u5fc3\u3068\u306a\u308b\u306e\u306f\u3001AI\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u81ea\u5df1\u5b66\u7fd2\u6a5f\u80fd\u3067\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u6700\u521d\u306b\u57fa\u672c\u7684\u306a\u52d5\u4f5c\u3092\u6559\u308f\u3063\u305f\u5f8c\u3001\u81ea\u5206\u81ea\u8eab\u3067\u305d\u306e\u52d5\u4f5c\u3092\u5206\u6790\u30fb\u6539\u5584\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u4f5c\u696d\u65b9\u6cd5\u3092\u898b\u3064\u3051\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/strong>\u3092\u642d\u8f09\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u4f5c\u696d\u306e\u6210\u529f\u4f8b\u3068\u5931\u6557\u4f8b\u3092\u84c4\u7a4d\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3057\u3066\u6700\u9069\u306a\u52d5\u4f5c\u3092\u5b66\u7fd2\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20181212-google-ai-grasp2vec\/\">13<\/a>\u3002\u4f8b\u3048\u3070\u3001\u4e0d\u5b9a\u5f62\u306a\u98df\u6750\u306e\u63b4\u307f\u65b9\u3084\u3001\u7570\u306a\u308b\u5f62\u72b6\u306e\u90e8\u54c1\u306e\u53d6\u308a\u6271\u3044\u65b9\u6cd5\u3092\u3001\u7e70\u308a\u8fd4\u3057\u4f5c\u696d\u306e\u4e2d\u3067\u81ea\u52d5\u7684\u306b\u7fd2\u5f97\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5f37\u5316\u5b66\u7fd2<\/strong>\u3068\u3044\u3046\u624b\u6cd5\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u8a66\u884c\u932f\u8aa4\u3092\u901a\u3058\u3066\u5831\u916c\u3092\u6700\u5927\u5316\u3059\u308b\u884c\u52d5\u3092\u5b66\u7fd2\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/creative-drive.jp\/column\/454\/\">14<\/a>\u3002\u4f5c\u696d\u304c\u6210\u529f\u3057\u305f\u5834\u5408\u306b\u306f\u5831\u916c\u304c\u4e0e\u3048\u3089\u308c\u3001\u5931\u6557\u3057\u305f\u5834\u5408\u306b\u306f\u5831\u916c\u304c\u6e1b\u3089\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u81ea\u52d5\u7684\u306b\u3088\u308a\u826f\u3044\u52d5\u4f5c\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u306e\u7814\u7a76\u3067\u306f\u3001\u5b66\u7fd2\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3059\u308b\u6280\u8853\u3082\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e09\u83f1\u96fb\u6a5f\u304c\u958b\u767a\u3057\u305f\u52b9\u7387\u7684\u5b66\u7fd2\u6280\u8853\u3067\u306f\u3001\u5f93\u6765\u306eAI\u5b66\u7fd2\u6642\u9593\u309250\u5206\u306e1\u306b\u77ed\u7e2e\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/1705\/25\/news062.html\">15<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 \u30bb\u30f3\u30b5\u30fc\u6280\u8853\u3092\u7528\u3044\u305f\u73fe\u7269\u5408\u308f\u305b\u3084\u81ea\u52d5\u88dc\u6b63<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u9ad8\u3044\u9069\u5fdc\u6027\u306f\u3001\u591a\u69d8\u306a\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u306b\u3088\u3063\u3066\u652f\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>3D\u30b9\u30ad\u30e3\u30ca\u30fc<\/strong>\u3084<strong>3\u6b21\u5143\u30bb\u30f3\u30b5\u30fc<\/strong>\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u5468\u56f2\u306e\u74b0\u5883\u3092\u7acb\u4f53\u7684\u306b\u628a\u63e1\u3057\u3001\u5bfe\u8c61\u7269\u306e\u4f4d\u7f6e\u3084\u5f62\u72b6\u3092\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.keyence.co.jp\/ss\/products\/vision\/fa-robot\/robot_vision\/what.jsp\">10<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4e8b\u524d\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u305f\u4f4d\u7f6e\u304b\u3089\u591a\u5c11\u305a\u308c\u305f\u5834\u6240\u306b\u7269\u4f53\u304c\u3042\u3063\u3066\u3082\u3001\u81ea\u52d5\u7684\u306b\u88dc\u6b63\u3057\u3066\u4f5c\u696d\u3092\u7d99\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30bf\u30c3\u30c1\u30d7\u30ed\u30fc\u30d6<\/strong>\u3084<strong>\u529b\u899a\u30bb\u30f3\u30b5\u30fc<\/strong>\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u306b\u89e6\u899a\u3092\u4e0e\u3048\u308b\u91cd\u8981\u306a\u6280\u8853\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html\">16<\/a>\u3002\u3053\u308c\u3089\u306e\u30bb\u30f3\u30b5\u30fc\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u7269\u4f53\u3092\u9069\u5207\u306a\u529b\u3067\u63b4\u3093\u3060\u308a\u3001\u7d44\u307f\u7acb\u3066\u4f5c\u696d\u306b\u304a\u3044\u3066\u90e8\u54c1\u3092\u6b63\u78ba\u306a\u4f4d\u7f6e\u306b\u306f\u3081\u8fbc\u3093\u3060\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u753b\u50cf\u8a8d\u8b58\u6280\u8853<\/strong>\u3092\u6d3b\u7528\u3057\u305f\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u753b\u50cf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u89e3\u6790\u3057\u3001\u5bfe\u8c61\u7269\u306e\u4f4d\u7f6e\u3084\u5411\u304d\u3092\u7279\u5b9a\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002\u307e\u305f\u3001\u5916\u89b3\u691c\u67fb\u3084\u54c1\u8cea\u5224\u5b9a\u3082\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u306f\u7d71\u5408\u51e6\u7406\u3055\u308c\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8abf\u6574\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html\">16<\/a>\u3002\u4f8b\u3048\u3070\u3001\u5bfe\u8c61\u7269\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u3066\u3044\u308b\u3053\u3068\u30923D\u30bb\u30f3\u30b5\u30fc\u304c\u691c\u77e5\u3059\u308b\u3068\u3001\u5373\u5ea7\u306b\u52d5\u4f5c\u8ecc\u9053\u3092\u4fee\u6b63\u3057\u3066\u6b63\u78ba\u306b\u4f5c\u696d\u3092\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u97f3\u58f0\u8a8d\u8b58\u3084AR\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u76f4\u611f\u7684\u306a\u4f5c\u696d\u6307\u793a<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u3001\u5f93\u6765\u306e\u8907\u96d1\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u4ee3\u308f\u3063\u3066\u3001\u76f4\u611f\u7684\u306a\u6307\u793a\u65b9\u6cd5\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u97f3\u58f0\u8a8d\u8b58AI<\/strong>\u3092\u642d\u8f09\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u4f5c\u696d\u8005\u304c\u65e5\u5e38\u4f1a\u8a71\u306e\u3088\u3046\u306a\u81ea\u7136\u306a\u8a00\u8449\u3067\u30ed\u30dc\u30c3\u30c8\u306b\u6307\u793a\u3092\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e09\u83f1\u96fb\u6a5f\u304c\u958b\u767a\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u300c\u5f01\u5f53\u7bb1\u306e\u7b2c1\u533a\u753b\u306b\u5510\u63da\u3052\u30923\u500b\u8a70\u3081\u3066\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u6307\u793a\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u3082\u3046\u5c11\u3057\u53f3\u300d\u3068\u3044\u3063\u305f\u3042\u3044\u307e\u3044\u306a\u6307\u793a\u3082\u7406\u89e3\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">17<\/a>\u3002<\/p>\n\n\n\n<p>\u5de5\u5834\u306e\u9a12\u97f3\u74b0\u5883\u4e0b\u3067\u3082\u6b63\u78ba\u306b\u97f3\u58f0\u3092\u8a8d\u8b58\u3067\u304d\u308b\u3088\u3046\u3001\u5c02\u7528\u306e\u97f3\u58f0\u8a8d\u8b58AI\u304c\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u5b9f\u7528\u7684\u306a\u30ec\u30d9\u30eb\u3067\u306e\u97f3\u58f0\u64cd\u4f5c\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">17<\/a>\u3002<\/p>\n\n\n\n<p><strong>AR\uff08\u62e1\u5f35\u73fe\u5b9f\uff09\u6280\u8853<\/strong>\u3092\u6d3b\u7528\u3057\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u306f\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u753b\u9762\u4e0a\u3067\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u3092\u8996\u899a\u7684\u306b\u78ba\u8a8d\u3057\u306a\u304c\u3089\u8a2d\u5b9a\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">17<\/a>\u3002\u4f5c\u696d\u8005\u306f\u300c\u4f55\u3092\u300d\u300c\u3069\u3053\u306b\u300d\u300c\u4f55\u500b\u300d\u3068\u3044\u3063\u305f\u9805\u76ee\u3092\u753b\u9762\u4e0a\u3067\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u3001\u8907\u96d1\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u81ea\u52d5\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u610f\u56f3\u7406\u89e3AI<\/strong>\u3082\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u4eba\u9593\u306e\u66d6\u6627\u306a\u6307\u793a\u3092\u89e3\u91c8\u3057\u3066\u9069\u5207\u306a\u52d5\u4f5c\u306b\u5909\u63db\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">17<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u5c02\u9580\u77e5\u8b58\u304c\u306a\u3044\u4f5c\u696d\u8005\u3067\u3082\u3001\u4eba\u306b\u4f5c\u696d\u3092\u6559\u3048\u308b\u611f\u899a\u3067\u30ed\u30dc\u30c3\u30c8\u3092\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.4 \u30aa\u30d5\u30e9\u30a4\u30f3\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30bd\u30d5\u30c8\u306e\u5229\u7528<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5b9f\u73fe\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u3082\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30aa\u30d5\u30e9\u30a4\u30f3\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0<\/strong>\u3067\u306f\u3001\u5b9f\u969b\u306e\u30ed\u30dc\u30c3\u30c8\u3092\u52d5\u304b\u3059\u3053\u3068\u306a\u304f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u4e0a\u3067\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u3092\u8a2d\u8a08\u30fb\u691c\u8a3c\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/idec-fs.com\/robodk\/\">18<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"http:\/\/www.robo-navi.com\/sier\/\">19<\/a>\u30023D-CAD\u30c7\u30fc\u30bf\u304b\u3089\u76f4\u63a5\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u6280\u8853\u3082\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u8a2d\u8a08\u304b\u3089\u5b9f\u88c5\u307e\u3067\u306e\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/kawasakirobotics.com\/jp\/products-others\/kcong\/\">20<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.sugino.com\/products\/simulation\/\">21<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30bd\u30d5\u30c8<\/strong>\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u3092\u4e8b\u524d\u306b\u8a73\u7d30\u306b\u691c\u8a3c\u3057\u3001\u5e72\u6e09\u3084\u885d\u7a81\u306e\u30ea\u30b9\u30af\u3092\u6392\u9664\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"http:\/\/www.robo-navi.com\/sier\/\">19<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.semanticscholar.org\/paper\/7c0716575c7dcbe570e12f4cf77155b8f3ef706e\">22<\/a>\u3002\u307e\u305f\u3001\u8907\u6570\u306e\u30ed\u30dc\u30c3\u30c8\u304c\u9023\u643a\u3059\u308b\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u3082\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u4e0a\u3067\u6700\u9069\u306a\u52d5\u4f5c\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/news\/18\/15856\/\">23<\/a>\u3002<\/p>\n\n\n\n<p>\u5ddd\u5d0e\u91cd\u5de5\u696d\u306e\u81ea\u52d5\u6559\u793a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u300cKCONG\u300d\u3067\u306f\u30013D-CAD\u30c7\u30fc\u30bf\u304b\u3089\u81ea\u52d5\u7684\u306b\u30ed\u30dc\u30c3\u30c8\u52d5\u4f5c\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u751f\u6210\u3057\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/kawasakirobotics.com\/jp\/products-others\/kcong\/\">20<\/a>\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6280\u8853\u306b\u3088\u308a\u3001\u5f93\u6765\u306f\u6570\u30f6\u6708\u304b\u304b\u3063\u3066\u3044\u305f\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u7acb\u3061\u4e0a\u3052\u304c\u3001\u6570\u65e5\u304b\u3089\u6570\u9031\u9593\u306b\u77ed\u7e2e\u3055\u308c\u308b\u30b1\u30fc\u30b9\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/news\/18\/15856\/\">23<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3\">3. \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 \u5c0e\u5165\u30fb\u904b\u7528\u30b3\u30b9\u30c8\u306e\u524a\u6e1b<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u306f\u3001\u5c0e\u5165\u3068\u904b\u7528\u306b\u304b\u304b\u308b\u7dcf\u5408\u7684\u306a\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u30b3\u30b9\u30c8\u306e\u5927\u5e45\u524a\u6e1b<\/strong>\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002\u5f93\u6765\u306e\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u306f\u5916\u6ce8\u3059\u308b\u30681\u65e5\u3042\u305f\u308a20\u4e07\u5186\u304b\u308930\u4e07\u5186\u306e\u8cbb\u7528\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u3057\u305f\u304c<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u3053\u306e\u8cbb\u7528\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002NEC\u304c\u958b\u767a\u3057\u305fAI\u6d3b\u7528\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u6642\u9593\u3092100\u5206\u306e1\u306b\u77ed\u7e2e\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/news\/18\/15856\/\">23<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u6280\u8853\u8005\u80b2\u6210\u30b3\u30b9\u30c8\u306e\u524a\u6e1b<\/strong>\u3082\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u64cd\u4f5c\u306b\u306f\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3001\u6280\u8853\u8005\u306e\u80b2\u6210\u306b\u306f\u7d042\u5e74\u306e\u671f\u9593\u3068\u591a\u984d\u306e\u6559\u80b2\u8cbb\u7528\u304c\u5fc5\u8981\u3067\u3057\u305f<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/linkwiz.co.jp\/topics\/column\/teachingmethod_20200709\/\">5<\/a>\u3002\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u3001\u4e00\u822c\u7684\u306a\u4f5c\u696d\u8005\u3067\u3082\u7c21\u5358\u306b\u64cd\u4f5c\u3067\u304d\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u306e\u6559\u80b2\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.ipros.com\/product\/detail\/2000522311\/\">11<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u4ef6\u8cbb\u524a\u6e1b\u52b9\u679c<\/strong>\u306b\u3064\u3044\u3066\u3082\u5927\u304d\u306a\u671f\u5f85\u304c\u5bc4\u305b\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5e74\u53ce300\u4e07\u5186\u306e\u4f5c\u696d\u8005\u3092\u96c7\u7528\u3059\u308b\u3068\u3001\u793e\u4f1a\u4fdd\u967a\u3084\u8af8\u7d4c\u8cbb\u3092\u542b\u3081\u3066\u5e74\u9593450\u4e07\u5186\u7a0b\u5ea6\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u7523\u696d\u7528\u30ed\u30dc\u30c3\u30c8\u304c3\u4eba\u5206\u306e\u50cd\u304d\u3092\u3059\u308b\u5834\u5408\u3001\u5e74\u95931350\u4e07\u5186\u306e\u4eba\u4ef6\u8cbb\u524a\u6e1b\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">2<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u9577\u671f\u7684\u6295\u8cc7\u52b9\u679c<\/strong>\u3092\u8003\u616e\u3059\u308b\u3068\u3001\u521d\u671f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u3066\u3082\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306b\u3088\u308a\u6295\u8cc7\u56de\u53ce\u671f\u9593\u3092\u77ed\u7e2e\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.ipros.com\/product\/detail\/2000522311\/\">11<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/smart-factory.funaisoken.co.jp\/20200326-2\/\">24<\/a>\u3002\u7279\u306b\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u3092\u884c\u3046\u4f01\u696d\u3067\u306f\u3001\u983b\u7e41\u306a\u88fd\u54c1\u5909\u66f4\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u4f5c\u696d\u30b3\u30b9\u30c8\u304c\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u52b9\u679c\u306f\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u751f\u7523\u6027\u306e\u5411\u4e0a<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u69d8\u3005\u306a\u5074\u9762\u304b\u3089\u751f\u7523\u6027\u306e\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u3078\u306e\u5bfe\u5fdc\u529b\u5f37\u5316<\/strong>\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u56f0\u96e3\u3060\u3063\u305f\u67d4\u8edf\u306a\u751f\u7523\u4f53\u5236\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/highmixlowvolume-production\/\">12<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/smart-factory.funaisoken.co.jp\/20200326-2\/\">24<\/a>\u3002\u9867\u5ba2\u30cb\u30fc\u30ba\u306e\u591a\u69d8\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u540c\u3058\u751f\u7523\u30e9\u30a4\u30f3\u3067\u8907\u6570\u306e\u88fd\u54c1\u3092\u52b9\u7387\u7684\u306b\u88fd\u9020\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4f5c\u696d\u901f\u5ea6\u306e\u5411\u4e0a<\/strong>\u3082\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002\u4e09\u83f1\u96fb\u6a5f\u306e\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u4eba\u3068\u540c\u7b49\u306e\u4f5c\u696d\u901f\u5ea6\uff081\u30d4\u30c3\u30af\u3042\u305f\u308a\u6700\u77ed2\u79d2\uff09\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">17<\/a>\u3002\u307e\u305f\u3001\u4f5c\u696d\u6642\u9593\u309210\u5206\u306e1\u4ee5\u4e0b\u306b\u77ed\u7e2e\u3067\u304d\u308b\u30b1\u30fc\u30b9\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a>\u3002<\/p>\n\n\n\n<p><strong>24\u6642\u9593\u9023\u7d9a\u7a3c\u50cd<\/strong>\u304c\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u3067\u3001\u8a2d\u5099\u7a3c\u50cd\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">2<\/a>\u3002\u4eba\u9593\u306e\u4f5c\u696d\u8005\u3068\u7570\u306a\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u75b2\u52b4\u3084\u4f53\u8abf\u4e0d\u826f\u306b\u3088\u308b\u4f5c\u696d\u52b9\u7387\u306e\u4f4e\u4e0b\u304c\u306a\u304f\u3001\u4e00\u5b9a\u306e\u54c1\u8cea\u3067\u4f5c\u696d\u3092\u7d99\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8907\u96d1\u306a\u4f5c\u696d\u306e\u81ea\u52d5\u5316<\/strong>\u306b\u3088\u308a\u3001\u3053\u308c\u307e\u3067\u4eba\u9593\u306b\u3057\u304b\u3067\u304d\u306a\u304b\u3063\u305f\u7cbe\u5bc6\u4f5c\u696d\u3084\u5224\u65ad\u3092\u8981\u3059\u308b\u4f5c\u696d\u3082\u30ed\u30dc\u30c3\u30c8\u304c\u62c5\u5f53\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002\u4f8b\u3048\u3070\u3001\u4e0d\u5b9a\u5f62\u306a\u98df\u6750\u306e\u63b4\u307f\u65b9\u3084\u3001\u5fae\u5999\u306a\u529b\u52a0\u6e1b\u304c\u5fc5\u8981\u306a\u7d44\u307f\u7acb\u3066\u4f5c\u696d\u306a\u3069\u3082\u81ea\u52d5\u5316\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 \u4eba\u624b\u4e0d\u8db3\u3084\u719f\u7df4\u4f5c\u696d\u8005\u6e1b\u5c11\u3078\u306e\u5bfe\u5fdc<\/h3>\n\n\n\n<p>\u6df1\u523b\u5316\u3059\u308b\u52b4\u50cd\u529b\u4e0d\u8db3\u306b\u5bfe\u3057\u3066\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u6709\u52b9\u306a\u89e3\u6c7a\u7b56\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u52b4\u50cd\u4eba\u53e3\u6e1b\u5c11\u3078\u306e\u5bfe\u7b56<\/strong>\u3068\u3057\u3066\u3001\u30ed\u30dc\u30c3\u30c8\u306b\u3088\u308b\u4f5c\u696d\u4ee3\u66ff\u304c\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a>\u3002\u7279\u306b\u98df\u54c1\u88fd\u9020\u696d\u3067\u306f\u7d0475%\u306e\u4f01\u696d\u304c\u4eba\u624b\u4e0d\u8db3\u3092\u611f\u3058\u3066\u304a\u308a<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a>\u3001\u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u306b\u3088\u308b\u7701\u4eba\u5316\u304c\u6025\u52d9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u719f\u7df4\u6280\u80fd\u306e\u7d99\u627f<\/strong>\u554f\u984c\u306b\u5bfe\u3057\u3066\u3082\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u6709\u52b9\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">2<\/a>\u3002\u30d9\u30c6\u30e9\u30f3\u4f5c\u696d\u8005\u306e\u6280\u8853\u3092AI\u304c\u5b66\u7fd2\u30fb\u7d99\u627f\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u6750\u306e\u9000\u8077\u306b\u3088\u308b\u6280\u8853\u306e\u65ad\u7d76\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u50cd\u304d\u65b9\u6539\u9769\u3078\u306e\u8ca2\u732e<\/strong>\u3082\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u91cd\u52b4\u50cd\u3084\u5371\u967a\u4f5c\u696d\u3092\u30ed\u30dc\u30c3\u30c8\u304c\u62c5\u5f53\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u306e\u4f5c\u696d\u8005\u306f\u3088\u308a\u5b89\u5168\u3067\u5275\u9020\u7684\u306a\u696d\u52d9\u306b\u5c02\u5ff5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/meisei-web.co.jp\/2023-05-09\/\">26<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u65b0\u898f\u63a1\u7528\u306e\u8ca0\u62c5\u8efd\u6e1b<\/strong>\u52b9\u679c\u3082\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u306f\u30ed\u30dc\u30c3\u30c8\u64cd\u4f5c\u306b\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3057\u305f\u304c\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u4e00\u822c\u7684\u306a\u4f5c\u696d\u8005\u3067\u3082\u64cd\u4f5c\u53ef\u80fd\u306a\u305f\u3081\u3001\u63a1\u7528\u6642\u306e\u6280\u8853\u8981\u4ef6\u3092\u7de9\u548c\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.4 \u4f5c\u696d\u54c1\u8cea\u306e\u5b89\u5b9a\u5316\u3068\u30d0\u30e9\u3064\u304d\u306e\u4f4e\u6e1b<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u4eba\u9593\u306e\u4f5c\u696d\u3067\u306f\u907f\u3051\u3089\u308c\u306a\u3044\u54c1\u8cea\u306e\u30d0\u30e9\u3064\u304d\u3092\u5927\u5e45\u306b\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4e00\u5b9a\u54c1\u8cea\u306e\u7dad\u6301<\/strong>\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u4f5c\u696d\u8005\u306e\u6280\u8853\u30ec\u30d9\u30eb\u3084\u4f53\u8abf\u306b\u5de6\u53f3\u3055\u308c\u306a\u3044\u5b89\u5b9a\u3057\u305f\u88fd\u54c1\u54c1\u8cea\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002\u753b\u50cf\u8a8d\u8b58\u6280\u8853\u306b\u3088\u308a\u3001\u88fd\u54c1\u306e\u5916\u89b3\u691c\u67fb\u3084\u54c1\u8cea\u5224\u5b9a\u3082\u81ea\u52d5\u5316\u3067\u304d\u3001\u898b\u843d\u3068\u3057\u306a\u3069\u306e\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u9632\u6b62\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u306e\u5411\u4e0a<\/strong>\u3082\u91cd\u8981\u306a\u52b9\u679c\u3067\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u306e\u4f5c\u696d\u5c65\u6b74\u306f\u8a73\u7d30\u306b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u8a18\u9332\u3055\u308c\u308b\u305f\u3081\u3001\u54c1\u8cea\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u539f\u56e0\u8ffd\u6c42\u3084\u6539\u5584\u7b56\u306e\u7b56\u5b9a\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u691c\u67fb\u7cbe\u5ea6\u306e\u5411\u4e0a<\/strong>\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u76ee\u8996\u691c\u67fb\u3067\u306f\u767a\u898b\u56f0\u96e3\u3060\u3063\u305f\u5fae\u7d30\u306a\u4e0d\u826f\u3082\u691c\u51fa\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002\u9ad8\u89e3\u50cf\u5ea6\u30ab\u30e1\u30e9\u3068\u753b\u50cf\u8a8d\u8b58AI\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u4eba\u9593\u306e\u76ee\u3092\u4e0a\u56de\u308b\u691c\u67fb\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.5 \u6545\u969c\u4e88\u6e2c\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u81ea\u52d5\u5316\u306b\u3088\u308b\u7a3c\u50cd\u7387\u5411\u4e0a<\/h3>\n\n\n\n<p>AI\u3092\u6d3b\u7528\u3057\u305f\u4e88\u9632\u4fdd\u5168\u6a5f\u80fd\u306b\u3088\u308a\u3001\u8a2d\u5099\u306e\u7a3c\u50cd\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6545\u969c\u4e88\u6e2c\u6a5f\u80fd<\/strong>\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u97f3\u3084\u632f\u52d5\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u30fb\u5206\u6790\u3057\u3001\u7570\u5e38\u306e\u5146\u5019\u3092\u65e9\u671f\u306b\u691c\u51fa\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7a81\u767a\u7684\u306a\u6545\u969c\u306b\u3088\u308b\u751f\u7523\u505c\u6b62\u3092\u9632\u304e\u3001\u8a08\u753b\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u81ea\u52d5\u8a3a\u65ad\u6a5f\u80fd<\/strong>\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u81ea\u8eab\u304c\u81ea\u5206\u306e\u72b6\u614b\u3092\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8981\u6c42\u3092\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u306b\u3088\u308b\u5b9a\u671f\u70b9\u691c\u306e\u983b\u5ea6\u3092\u6e1b\u3089\u3057\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u9060\u9694\u76e3\u8996\u30b7\u30b9\u30c6\u30e0<\/strong>\u3068\u306e\u9023\u643a\u306b\u3088\u308a\u3001\u8907\u6570\u306e\u5de5\u5834\u306b\u8a2d\u7f6e\u3055\u308c\u305f\u30ed\u30dc\u30c3\u30c8\u3092\u4e00\u5143\u7684\u306b\u76e3\u8996\u30fb\u7ba1\u7406\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8981\u54e1\u306e\u52b9\u7387\u7684\u306a\u914d\u7f6e\u3084\u3001\u5c02\u9580\u6280\u8853\u8005\u306b\u3088\u308b\u9060\u9694\u30b5\u30dd\u30fc\u30c8\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"4\">4. \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u4e8b\u4f8b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \u88fd\u9020\u696d\u3067\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h3>\n\n\n\n<p>\u88fd\u9020\u696d\u3067\u306f\u69d8\u3005\u306a\u5de5\u7a0b\u3067\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u304c\u6d3b\u7528\u3055\u308c\u3001\u5927\u304d\u306a\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30d7\u30ec\u30b9\u52a0\u5de5\u5de5\u7a0b<\/strong>\u3067\u306f\u3001AI\u3092\u642d\u8f09\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u304c\u6e29\u5ea6\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u5857\u5e03\u65b9\u6cd5\u3092\u81ea\u52d5\u8a08\u7b97\u3057\u3001\u719f\u7df4\u4f5c\u696d\u54e1\u306e\u6280\u8853\u3092\u7d99\u627f\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002\u5f93\u6765\u306f\u91cd\u3044\u30bf\u30f3\u30af\u3092\u6271\u3046\u5fc5\u8981\u304c\u3042\u308a\u3001\u5973\u6027\u3084\u9ad8\u9f62\u4f5c\u696d\u54e1\u306b\u306f\u56f0\u96e3\u306a\u4f5c\u696d\u3067\u3057\u305f\u304c\u3001\u30ed\u30dc\u30c3\u30c8\u5316\u306b\u3088\u308a\u751f\u7523\u6027\u30922\u500d\u306b\u5411\u4e0a\u3055\u305b\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6210\u5f62\u30fb\u691c\u67fb\u5de5\u7a0b<\/strong>\u3067\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30eb\u30df\u30db\u30a4\u30fc\u30eb\u306e\u30d0\u30ea\u53d6\u308a\u30ed\u30dc\u30c3\u30c8\u304c\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002AI\u306b\u3088\u308a\u753b\u50cf\u5224\u5225\u6280\u8853\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u6c7a\u3081\u3089\u308c\u305f\u751f\u7523\u9806\u5e8f\u306b\u4f9d\u5b58\u305b\u305a\u3001\u73fe\u5834\u3067\u306e\u753b\u50cf\u5224\u5225\u306b\u3088\u3063\u3066\u5de5\u7a0b\u3092\u6c7a\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u30b3\u30b9\u30c8\u3092\u5f93\u6765\u306e1\u5104\u5186\u304b\u30895200\u4e07\u5186\u3078\u3068\u7d04\u534a\u5206\u306b\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u7d44\u307f\u7acb\u3066\u4f5c\u696d<\/strong>\u3067\u306f\u3001\u591a\u95a2\u7bc0\u30ed\u30dc\u30c3\u30c8\u304c\u30bb\u30eb\u751f\u7523\u65b9\u5f0f\u3067\u96fb\u5b50\u90e8\u54c1\u306e\u7d44\u307f\u7acb\u3066\u3092\u884c\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.jara.jp\/various\/report\/img\/E001537-1.pdf\">27<\/a>\u3002\u5f93\u6765\u306e\u5c02\u7528\u6a5f\u306b\u3088\u308b\u30e9\u30a4\u30f3\u751f\u7523\u3068\u6bd4\u8f03\u3057\u3066\u3001\u521d\u671f\u6295\u8cc7\u3092\u6291\u5236\u3057\u3064\u3064\u67d4\u8edf\u306a\u62e1\u5145\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u591a\u54c1\u7a2e\u5909\u91cf\u751f\u7523\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>\u642c\u9001\u30fb\u30d1\u30ec\u30bf\u30a4\u30ba\u4f5c\u696d<\/strong>\u3067\u306f\u3001\u81ea\u52d5\u642c\u9001\u30ed\u30dc\u30c3\u30c8\uff08AMR\uff09\u3068\u5354\u50cd\u30ed\u30dc\u30c3\u30c8\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u88fd\u54c1\u306e\u642c\u9001\u304b\u3089\u7a4d\u307f\u4ed8\u3051\u307e\u3067\u306e\u4e00\u9023\u306e\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/highmixlowvolume-production\/\">12<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/meisei-web.co.jp\/2023-05-09\/\">26<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u91cd\u52b4\u50cd\u304b\u3089\u306e\u89e3\u653e\u3068\u4f5c\u696d\u52b9\u7387\u306e\u5411\u4e0a\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.2 \u98df\u54c1\u5de5\u5834\u3067\u306e\u76db\u308a\u4ed8\u3051\u3084\u4ed5\u5206\u3051\u4f5c\u696d\u306e\u81ea\u52d5\u5316<\/h3>\n\n\n\n<p>\u98df\u54c1\u5de5\u5834\u3067\u306f\u3001\u5f93\u6765\u30ed\u30dc\u30c3\u30c8\u5316\u304c\u56f0\u96e3\u3068\u3055\u308c\u3066\u3044\u305f\u76db\u308a\u4ed8\u3051\u3084\u4ed5\u5206\u3051\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4e09\u83f1\u96fb\u6a5f\u306e\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0<\/strong>\u3067\u306f\u3001\u97f3\u58f0\u3060\u3051\u3067\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u81ea\u52d5\u8a2d\u5b9a\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a>\u3002\u300c\u5f01\u5f53\u7bb1\u306e\u7b2c1\u533a\u753b\u306b\u5510\u63da\u3052\u30923\u500b\u8a70\u3081\u3066\u300d\u3068\u3044\u3063\u305f\u6307\u793a\u3067\u30ed\u30dc\u30c3\u30c8\u304c\u52d5\u4f5c\u3057\u3001\u5f93\u6765\u306e\u624b\u4f5c\u696d\u3068\u6bd4\u8f03\u3057\u3066\u4f5c\u696d\u6642\u9593\u309210\u5206\u306e1\u4ee5\u4e0b\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c1\u30c8\u30bb\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306e\u30c7\u30a3\u30c3\u30b7\u30e3\u30fc\u76db\u4ed8\u30ed\u30dc\u30c3\u30c8<\/strong>\u3067\u306f\u3001\u5e02\u8ca9\u306e\u30c7\u30a3\u30c3\u30b7\u30e3\u30fc\u3092\u30ed\u30dc\u30c3\u30c8\u304c\u63e1\u3063\u3066\u6271\u3046\u3053\u3068\u3067\u3001\u30dd\u30c6\u30c8\u30b5\u30e9\u30c0\u3084\u30b3\u30fc\u30f3\u306a\u3069\u306e\u76db\u308a\u4ed8\u3051\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/chitose-robotics.com\/archives\/233467\">28<\/a>\u3002\u30ed\u30dc\u30c3\u30c81\u53f0\u30671\u4eba\u306e\u4f5c\u696d\u8005\u3092\u4ee3\u66ff\u3057\u3001\u6bce\u6642400\u301c1200\u98df\u306e\u76db\u4ed8\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>**TechMagic\u306e\u76db\u308a\u4ed8\u3051\u30ed\u30dc\u30c3\u30c8\u300cM-Robo\u300d**\u3067\u306f\u3001\u72ec\u81ea\u958b\u767a\u306e\u98df\u54c1\u7528\u30b0\u30ea\u30c3\u30d1\u30683\u6b21\u5143\u8ddd\u96e2\u753b\u50cf\u30bb\u30f3\u30b5\u30fc\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u9ad8\u3044\u91cd\u91cf\u7cbe\u5ea6\uff08\u8a08\u91cf\u6cd5\u7bc4\u56f2\u5185\uff09\u3067\u306e\u81ea\u52d5\u76db\u308a\u4ed8\u3051\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/food-town.jp\/customer\/products\/detail\/m762\/%E7%9B%9B%E3%82%8A%E4%BB%98%E3%81%91%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%20%20%E3%80%8EM-Robo%E3%80%8F\">29<\/a>\u3002\u5b9f\u9a13\u3067\u306f99%\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u898f\u5b9a\u7bc4\u56f2\u5185\u306e\u91cd\u91cf\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>\u5b89\u5ddd\u96fb\u6a5f\u306eMOTOMAN-GP8<\/strong>\u306f\u3001\u98df\u6750\u306b\u76f4\u63a5\u89e6\u308c\u3066\u3082\u554f\u984c\u306a\u3044\u8868\u9762\u51e6\u7406\u3068\u98df\u54c1\u6a5f\u68b0\u7528\u6f64\u6ed1\u5264\u306e\u63a1\u7528\u306b\u3088\u308a\u3001\u98df\u54c1\u52a0\u5de5\u73fe\u5834\u3067\u306e\u76f4\u63a5\u7684\u306a\u98df\u6750\u53d6\u308a\u6271\u3044\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.3 \u30b5\u30fc\u30d3\u30b9\u696d\u3067\u306e\u691c\u67fb\u3084\u30d1\u30ec\u30bf\u30a4\u30ba\u4f5c\u696d<\/h3>\n\n\n\n<p>\u30b5\u30fc\u30d3\u30b9\u696d\u3084\u7269\u6d41\u696d\u754c\u3067\u3082\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u52a0\u5de5\u91ce\u83dc\u306e\u54c1\u8cea\u691c\u67fb<\/strong>\u3067\u306f\u3001AI\u30ed\u30dc\u30c3\u30c8\u304c\u98df\u7269\u306e\u9bae\u5ea6\u3092\u9069\u5207\u306b\u5224\u5225\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a>\u3002\u5f93\u6765\u306f\u4eba\u306e\u76ee\u3068\u624b\u306e\u611f\u89e6\u3067\u4e00\u3064\u3072\u3068\u3064\u78ba\u8a8d\u3057\u3066\u3044\u305f\u719f\u5ea6\u5224\u65ad\u3092\u3001AI\u304c\u5b66\u7fd2\u30fb\u30c7\u30fc\u30bf\u84c4\u7a4d\u3059\u308b\u3053\u3068\u3067\u81ea\u52d5\u5316\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u30015\u540d\u5fc5\u8981\u3060\u3063\u305f\u4f5c\u696d\u30922\u540d\u306b\u524a\u6e1b\u3057\u3001\u54c1\u8cea\u306e\u4e00\u5b9a\u5316\u3068\u4eba\u4ef6\u8cbb\u524a\u6e1b\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u7269\u6d41\u30bb\u30f3\u30bf\u30fc\u3067\u306e\u30d1\u30ec\u30bf\u30a4\u30ba\u4f5c\u696d<\/strong>\u3067\u306f\u3001\u69d8\u3005\u306a\u5f62\u72b6\u30fb\u91cd\u91cf\u306e\u6bb5\u30dc\u30fc\u30eb\u7bb1\u3092\u81ea\u52d5\u7684\u306b\u7a4d\u307f\u4ed8\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/meisei-web.co.jp\/2023-05-09\/\">26<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.otech-inc.co.jp\/column\/palletize-industrial-robot\">30<\/a>\u3002AI\u306b\u3088\u308a\u6700\u9069\u306a\u7a4d\u307f\u4ed8\u3051\u30d1\u30bf\u30fc\u30f3\u3092\u8a08\u7b97\u3057\u3001\u8377\u5d29\u308c\u3092\u9632\u304e\u306a\u304c\u3089\u52b9\u7387\u7684\u306a\u7a4d\u307f\u8fbc\u307f\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5009\u5eab\u3067\u306e\u4ed5\u5206\u3051\u4f5c\u696d<\/strong>\u3067\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u6280\u8853\u3068\u30ed\u30dc\u30c3\u30c8\u30a2\u30fc\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u591a\u54c1\u7a2e\u306e\u5546\u54c1\u3092\u9ad8\u901f\u304b\u3064\u6b63\u78ba\u306b\u4ed5\u5206\u3051\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u7a3c\u50cd\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u307e\u3067\u4eba\u624b\u306b\u4f9d\u5b58\u3057\u3066\u3044\u305f\u4f5c\u696d\u306e\u5927\u90e8\u5206\u3092\u81ea\u52d5\u5316\u3057\u300124\u6642\u9593\u9023\u7d9a\u7a3c\u50cd\u306b\u3088\u308b\u51e6\u7406\u80fd\u529b\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.4 \u65e2\u5b58\u30ed\u30dc\u30c3\u30c8\u3078\u306eAI\u8ffd\u52a0\u306b\u3088\u308b\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u5316<\/h3>\n\n\n\n<p>\u65e2\u5b58\u306e\u30ed\u30dc\u30c3\u30c8\u8a2d\u5099\u306b\u5f8c\u4ed8\u3051\u3067AI\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u5316\u3092\u5b9f\u73fe\u3059\u308b\u4e8b\u4f8b\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5f8c\u4ed8\u3051AI\u30b7\u30b9\u30c6\u30e0<\/strong>\u306b\u3088\u308a\u3001\u3059\u3067\u306b\u7a3c\u50cd\u3057\u3066\u3044\u308b\u7523\u696d\u7528\u30ed\u30dc\u30c3\u30c8\u306b\u30bb\u30f3\u30b5\u30fc\u3084\u753b\u50cf\u8a8d\u8b58\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u6a5f\u80fd\u3092\u4ed8\u4e0e\u3067\u304d\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3002\u521d\u671f\u5c0e\u5165\u30b3\u30b9\u30c8\u306f\u767a\u751f\u3057\u307e\u3059\u304c\u3001\u65e2\u5b58\u8a2d\u5099\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u65b0\u898f\u5c0e\u5165\u3068\u6bd4\u8f03\u3057\u3066\u6295\u8cc7\u984d\u3092\u6291\u5236\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6bb5\u968e\u7684\u5c0e\u5165<\/strong>\u306b\u3088\u308a\u3001\u4e00\u90e8\u306e\u5de5\u7a0b\u304b\u3089\u5f90\u3005\u306b\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u5316\u3092\u9032\u3081\u308b\u624b\u6cd5\u3082\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5c0e\u5165\u30ea\u30b9\u30af\u3092\u5206\u6563\u3057\u306a\u304c\u3089\u3001\u6295\u8cc7\u52b9\u679c\u3092\u691c\u8a3c\u3057\u3064\u3064\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30de\u30eb\u30c1\u30d9\u30f3\u30c0\u30fc\u5bfe\u5fdc<\/strong>\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u7570\u306a\u308b\u30e1\u30fc\u30ab\u30fc\u306e\u30ed\u30dc\u30c3\u30c8\u3092\u7d71\u4e00\u7684\u306b\u7ba1\u7406\u30fb\u5236\u5fa1\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u65e2\u5b58\u8a2d\u5099\u306e\u6709\u52b9\u6d3b\u7528\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">17<\/a>\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u5c0e\u5165\u4e8b\u4f8b\u306f\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u304c\u7406\u8ad6\u7684\u306a\u6280\u8853\u304b\u3089\u5b9f\u7528\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3078\u3068\u767a\u5c55\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3055\u3089\u306a\u308b\u666e\u53ca\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5\">5. \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u8ab2\u984c\u30fb\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">5.1 \u521d\u671f\u5c0e\u5165\u30b3\u30b9\u30c8<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u8ab2\u984c\u306e\u4e00\u3064\u306f\u3001\u9ad8\u984d\u306a\u521d\u671f\u6295\u8cc7\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8a2d\u5099\u6295\u8cc7\u8cbb\u7528\u306e\u9ad8\u984d\u5316<\/strong>\u304c\u5927\u304d\u306a\u969c\u58c1\u3068\u306a\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/mfg-hack.com\/manpower-saving-device\/8251\/\">31<\/a>\u3002AI\u6280\u8853\u3084\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u3092\u642d\u8f09\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5f93\u6765\u306e\u7523\u696d\u7528\u30ed\u30dc\u30c3\u30c8\u3068\u6bd4\u8f03\u3057\u3066\u521d\u671f\u8cbb\u7528\u304c\u9ad8\u984d\u306b\u306a\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u4e2d\u5c0f\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u6570\u5343\u4e07\u5186\u898f\u6a21\u306e\u6295\u8cc7\u306f\u5927\u304d\u306a\u8ca0\u62c5\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5468\u8fba\u8a2d\u5099\u306e\u6574\u5099\u8cbb\u7528<\/strong>\u3082\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/mfg-hack.com\/manpower-saving-device\/8251\/\">31<\/a>\u3002\u30ed\u30dc\u30c3\u30c8\u672c\u4f53\u3060\u3051\u3067\u306a\u304f\u3001\u9069\u5207\u306a\u96fb\u6e90\u8a2d\u5099\u3001\u5b89\u5168\u88c5\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u6574\u5099\u304c\u5fc5\u8981\u3067\u3001\u3053\u308c\u3089\u306e\u8cbb\u7528\u3082\u521d\u671f\u6295\u8cc7\u306b\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b7\u30b9\u30c6\u30e0\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u8cbb\u7528<\/strong>\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u3092\u65e2\u5b58\u306e\u751f\u7523\u30e9\u30a4\u30f3\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u8abf\u6574\u4f5c\u696d\u306b\u5c02\u9580\u7684\u306a\u6280\u8853\u3068\u6642\u9593\u304c\u5fc5\u8981\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.semanticscholar.org\/paper\/ef3516fde96b36886e2135d7ad8f3b63960af741\">32<\/a>\u3002\u30b7\u30b9\u30c6\u30e0\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30bf\u30fc\uff08SIer\uff09\u3078\u306e\u59d4\u8a17\u8cbb\u7528\u3082\u521d\u671f\u30b3\u30b9\u30c8\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6295\u8cc7\u56de\u53ce\u671f\u9593\u306e\u691c\u8a0e<\/strong>\u304c\u91cd\u8981\u306a\u5224\u65ad\u6750\u6599\u3068\u306a\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/smart-factory.funaisoken.co.jp\/20200326-2\/\">24<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/mfg-hack.com\/manpower-saving-device\/8251\/\">31<\/a>\u3002\u9ad8\u984d\u306a\u521d\u671f\u6295\u8cc7\u306b\u5bfe\u3057\u3066\u3001\u4eba\u4ef6\u8cbb\u524a\u6e1b\u52b9\u679c\u3084\u751f\u7523\u6027\u5411\u4e0a\u52b9\u679c\u3092\u6b63\u78ba\u306b\u7b97\u51fa\u3057\u3001\u9069\u5207\u306a\u6295\u8cc7\u56de\u53ce\u671f\u9593\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u9577\u671f\u7684\u306a\u8996\u70b9\u3067\u306e\u6295\u8cc7\u5bfe\u52b9\u679c\u306e\u8a55\u4fa1\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.2 AI\u3084\u30bb\u30f3\u30b5\u30fc\u306e\u7cbe\u5ea6\u30fb\u5b66\u7fd2\u671f\u9593<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u6027\u80fd\u306f\u3001\u642d\u8f09\u3055\u308c\u308bAI\u3068\u30bb\u30f3\u30b5\u30fc\u306e\u7cbe\u5ea6\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5b66\u7fd2\u671f\u9593\u306e\u8ab2\u984c<\/strong>\u3068\u3057\u3066\u3001AI\u304c\u5341\u5206\u306a\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u307e\u3067\u306b\u306f\u76f8\u5f53\u306e\u5b66\u7fd2\u671f\u9593\u304c\u5fc5\u8981\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/1705\/25\/news062.html\">15<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/xtech.nikkei.com\/dm\/atcl\/mag\/15\/00144\/00034\/\">33<\/a>\u3002\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u6570\u65e5\u304b\u3089\u6570\u30ab\u6708\u306e\u5b66\u7fd2\u671f\u9593\u304c\u5fc5\u8981\u3067\u3001\u3053\u306e\u9593\u306e\u751f\u7523\u6027\u4f4e\u4e0b\u304c\u8ab2\u984c\u3068\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u6280\u8853\u306e\u958b\u767a\u306b\u3088\u308a\u3001\u5b66\u7fd2\u6642\u9593\u309250\u5206\u306e1\u306b\u77ed\u7e2e\u3059\u308b\u6280\u8853\u3082\u767b\u5834\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/1705\/25\/news062.html\">15<\/a>\u3002<\/p>\n\n\n\n<p><strong>AI\u306e\u7cbe\u5ea6\u5411\u4e0a\u30d7\u30ed\u30bb\u30b9<\/strong>\u3067\u306f\u3001\u521d\u671f\u6bb5\u968e\u3067\u306f\u4eba\u9593\u3068\u540c\u7b49\u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u8907\u96d1\u306a\u5224\u65ad\u3092\u8981\u3059\u308b\u4f5c\u696d\u3067\u306f\u3001AI\u306e\u5224\u65ad\u7cbe\u5ea6\u304c\u4f5c\u696d\u54c1\u8cea\u306b\u76f4\u63a5\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001\u6bb5\u968e\u7684\u306a\u7cbe\u5ea6\u5411\u4e0a\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30bb\u30f3\u30b5\u30fc\u306e\u74b0\u5883\u9069\u5fdc\u6027<\/strong>\u3082\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html\">16<\/a>\u3002\u5de5\u5834\u74b0\u5883\u3067\u306f\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u632f\u52d5\u3001\u96fb\u78c1\u30ce\u30a4\u30ba\u306a\u3069\u306e\u5f71\u97ff\u306b\u3088\u308a\u3001\u30bb\u30f3\u30b5\u30fc\u306e\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u74b0\u5883\u8981\u56e0\u306b\u5bfe\u3059\u308b\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9<\/strong>\u306b\u3088\u308a\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u80fd\u3092\u7dad\u6301\u30fb\u5411\u4e0a\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f5c\u696d\u74b0\u5883\u3084\u88fd\u54c1\u4ed5\u69d8\u306e\u5909\u66f4\u306b\u5fdc\u3058\u3066\u3001AI\u306e\u518d\u5b66\u7fd2\u3084\u8abf\u6574\u4f5c\u696d\u304c\u767a\u751f\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.3 \u5b9f\u6a5f\u3067\u306e\u6700\u7d42\u8abf\u6574\u3084\u4f8b\u5916\u5bfe\u5fdc\u306e\u5fc5\u8981\u6027<\/h3>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u4e8b\u524d\u8a2d\u8a08\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u5b9f\u969b\u306e\u73fe\u5834\u3067\u306e\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5b9f\u74b0\u5883\u306e\u5dee\u7570<\/strong>\u306b\u3088\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u4e0a\u3067\u5b8c\u74a7\u306b\u52d5\u4f5c\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3082\u3001\u5b9f\u969b\u306e\u74b0\u5883\u3067\u306f\u5fae\u8abf\u6574\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3005\u3042\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html\">16<\/a>\u3002\u632f\u52d5\u3001\u6e29\u5ea6\u5909\u5316\u3001\u90e8\u54c1\u306e\u500b\u4f53\u5dee\u306a\u3069\u306e\u8981\u56e0\u306b\u3088\u308a\u3001\u7406\u8ad6\u5024\u3068\u5b9f\u6e2c\u5024\u306b\u5dee\u304c\u751f\u3058\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4f8b\u5916\u51e6\u7406\u3078\u306e\u5bfe\u5fdc<\/strong>\u3067\u306f\u3001\u6a19\u6e96\u7684\u306a\u4f5c\u696d\u624b\u9806\u304b\u3089\u5916\u308c\u305f\u72b6\u6cc1\u306b\u5bfe\u3059\u308b\u5bfe\u5fdc\u304c\u91cd\u8981\u3067\u3059\u3002\u90e8\u54c1\u306e\u6b20\u640d\u3001\u4f4d\u7f6e\u305a\u308c\u3001\u4e88\u671f\u3057\u306a\u3044\u969c\u5bb3\u7269\u306a\u3069\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306e\u51e6\u7406\u65b9\u6cd5\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u3001\u9069\u5207\u306a\u5bfe\u5fdc\u30ed\u30b8\u30c3\u30af\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u73fe\u5834\u3067\u306e\u5fae\u8abf\u6574\u4f5c\u696d<\/strong>\u306f\u5b8c\u5168\u306b\u306f\u6392\u9664\u3067\u304d\u307e\u305b\u3093<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html\">16<\/a>\u3002\u7279\u306b\u9ad8\u7cbe\u5ea6\u304c\u8981\u6c42\u3055\u308c\u308b\u4f5c\u696d\u3067\u306f\u3001\u5b9f\u6a5f\u3067\u306e\u7d30\u304b\u306a\u8abf\u6574\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8abf\u6574\u4f5c\u696d\u306b\u306f\u3001\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3063\u305f\u6280\u8853\u8005\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u54c1\u8cea\u4fdd\u8a3c\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>\u4f53\u5236\u306e\u69cb\u7bc9\u3082\u91cd\u8981\u3067\u3059\u3002\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8fc5\u901f\u306a\u539f\u56e0\u7279\u5b9a\u3068\u5bfe\u7b56\u5b9f\u65bd\u306e\u305f\u3081\u306e\u4f53\u5236\u6574\u5099\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.4 3D-CAD\u30c7\u30fc\u30bf\u7b49\u306e\u6e96\u5099\u3084\u73fe\u5834\u74b0\u5883\u3078\u306e\u9069\u5408<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u52b9\u679c\u7684\u306a\u6d3b\u7528\u306b\u306f\u3001\u9069\u5207\u306a\u30c7\u30fc\u30bf\u6e96\u5099\u3068\u74b0\u5883\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>3D-CAD\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u8981\u4ef6<\/strong>\u3067\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7cbe\u5ea6\u306f\u3001\u4f7f\u7528\u3059\u308b3D-CAD\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/kawasakirobotics.com\/jp\/products-others\/kcong\/\">20<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.sugino.com\/products\/simulation\/\">21<\/a>\u3002\u4e0d\u6b63\u78ba\u306aCAD\u30c7\u30fc\u30bf\u306f\u3001\u5b9f\u969b\u306e\u4f5c\u696d\u3067\u5927\u304d\u306a\u8aa4\u5dee\u3092\u751f\u3058\u308b\u539f\u56e0\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c7\u30fc\u30bf\u6574\u5099\u30b3\u30b9\u30c8<\/strong>\u3068\u3057\u3066\u3001\u65e2\u5b58\u306e\u88fd\u54c1\u3084\u8a2d\u5099\u306b\u3064\u3044\u3066\u6b63\u78ba\u306a3D-CAD\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3057\u306a\u3044\u5834\u5408\u3001\u65b0\u305f\u306b\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u4f5c\u696d\u306b\u306f\u5c02\u9580\u6280\u8853\u3068\u6642\u9593\u304c\u5fc5\u8981\u3067\u3001\u76f8\u5f53\u306e\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.sugino.com\/products\/simulation\/\">21<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u73fe\u5834\u74b0\u5883\u306e\u6a19\u6e96\u5316<\/strong>\u304c\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308a\u307e\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u304c\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4f5c\u696d\u74b0\u5883\u306e\u4e00\u5b9a\u306e\u6a19\u6e96\u5316\u304c\u5fc5\u8981\u3067\u3059\u3002\u90e8\u54c1\u306e\u914d\u7f6e\u65b9\u6cd5\u3001\u642c\u9001\u30b7\u30b9\u30c6\u30e0\u3001\u7167\u660e\u6761\u4ef6\u306a\u3069\u306e\u74b0\u5883\u8981\u56e0\u3092\u9069\u5207\u306b\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u65e2\u5b58\u8a2d\u5099\u3068\u306e\u6574\u5408\u6027<\/strong>\u78ba\u4fdd\u3067\u306f\u3001\u65e2\u5b58\u306e\u751f\u7523\u30e9\u30a4\u30f3\u3084\u8a2d\u5099\u3068\u306e\u9023\u643a\u3092\u9069\u5207\u306b\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u6a19\u6e96\u5316\u3084\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u7d71\u4e00\u306a\u3069\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u691c\u8a0e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4f5c\u696d\u8005\u306e\u5b89\u5168\u78ba\u4fdd<\/strong>\u3082\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3059\u3002\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u6a5f\u80fd\u306b\u3088\u308a\u64cd\u4f5c\u304c\u7c21\u5358\u306b\u306a\u3063\u3066\u3082\u3001\u30ed\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u78ba\u4fdd\u306f\u6700\u512a\u5148\u4e8b\u9805\u3067\u3059\u3002\u9069\u5207\u306a\u5b89\u5168\u88c5\u7f6e\u306e\u8a2d\u7f6e\u3068\u4f5c\u696d\u8005\u3078\u306e\u5b89\u5168\u6559\u80b2\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u3067\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u52b9\u679c\u3092\u6700\u5927\u5316\u3057\u3001\u5b89\u5168\u3067\u52b9\u7387\u7684\u306a\u904b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6\">6. \u4eca\u5f8c\u306e\u5c55\u671b\u30fb\u767a\u5c55\u53ef\u80fd\u6027<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">6.1 \u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u306e\u3055\u3089\u306a\u308b\u5bb9\u6613\u5316\u3068\u666e\u53ca<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u306f\u3088\u308a\u5bb9\u6613\u306b\u306a\u308a\u3001\u6025\u901f\u306a\u666e\u53ca\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u64cd\u4f5c\u306e\u7c21\u5358\u5316<\/strong>\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u5bb6\u96fb\u88fd\u54c1\u3092\u6271\u3046\u3088\u3046\u306a\u611f\u899a\u3067\u30ed\u30dc\u30c3\u30c8\u3092\u64cd\u4f5c\u3067\u304d\u308b\u30ec\u30d9\u30eb\u307e\u3067\u6280\u8853\u304c\u767a\u9054\u3057\u3066\u304d\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.robot-digest.com\/contents\/?id=1716886684-377083\">1<\/a>\u3002\u97f3\u58f0\u8a8d\u8b58\u6280\u8853\u3084\u30bf\u30c3\u30c1\u30d1\u30cd\u30eb\u64cd\u4f5c\u306b\u3088\u308a\u3001\u5c02\u9580\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u4e00\u822c\u7684\u306a\u4f5c\u696d\u8005\u3067\u3082\u76f4\u611f\u7684\u306b\u30ed\u30dc\u30c3\u30c8\u3092\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4e2d\u5c0f\u4f01\u696d\u3078\u306e\u5c55\u958b<\/strong>\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.icom-giken.com\/blog\/cobot_expansion\/\">34<\/a>\u3002\u5f93\u6765\u306f\u5927\u4f01\u696d\u306e\u751f\u7523\u30e9\u30a4\u30f3\u306b\u9650\u5b9a\u3055\u308c\u3066\u3044\u305f\u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u304c\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u6280\u8853\u306b\u3088\u308a\u4e2d\u5c0f\u4f01\u696d\u3067\u3082\u5b9f\u73fe\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5354\u50cd\u30ed\u30dc\u30c3\u30c8\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u5b89\u5168\u67f5\u304c\u4e0d\u8981\u3067\u72ed\u3044\u30b9\u30da\u30fc\u30b9\u3067\u306e\u8a2d\u7f6e\u3082\u53ef\u80fd\u306b\u306a\u308a\u3001\u4e2d\u5c0f\u4f01\u696d\u306e\u73fe\u5834\u6761\u4ef6\u306b\u3082\u9069\u5408\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>RaaS\uff08Robot as a Service\uff09\u30e2\u30c7\u30eb<\/strong>\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u521d\u671f\u6295\u8cc7\u3092\u6291\u3048\u3066\u30ed\u30dc\u30c3\u30c8\u3092\u5229\u7528\u3067\u304d\u308b\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u304c\u767b\u5834\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.icom-giken.com\/blog\/cobot_expansion\/\">34<\/a>\u3002\u4f01\u696d\u306f\u30ed\u30dc\u30c3\u30c8\u3092\u8cfc\u5165\u305b\u305a\u306b\u3001\u5229\u7528\u3057\u305f\u5206\u3060\u3051\u6599\u91d1\u3092\u652f\u6255\u3046\u3053\u3068\u3067\u3001\u5c0e\u5165\u30ea\u30b9\u30af\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u696d\u754c\u6a2a\u65ad\u7684\u306a\u5c55\u958b<\/strong>\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u88fd\u9020\u696d\u3060\u3051\u3067\u306a\u304f\u3001\u7269\u6d41\u3001\u533b\u7642\u3001\u8fb2\u696d\u3001\u30b5\u30fc\u30d3\u30b9\u696d\u306a\u3069\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u6d3b\u7528\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6.2 \u7121\u4eba\u5316\u30fb\u81ea\u52d5\u5316\u5de5\u5834\u306e\u5b9f\u73fe<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u5b8c\u5168\u7121\u4eba\u5316\u5de5\u5834\u306e\u5b9f\u73fe\u304c\u73fe\u5b9f\u7684\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>24\u6642\u9593\u7121\u4eba\u7a3c\u50cd\u30b7\u30b9\u30c6\u30e0<\/strong>\u306e\u69cb\u7bc9\u304c\u9032\u3093\u3067\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/mujin-tenpo.com\/store\/factory\/\">35<\/a>\u3002\u4e2d\u56fd\u3067\u306f\u65e2\u306b\u300c\u30ed\u30dc\u30c3\u30c8\u81ea\u52d5\u751f\u7523\u30c7\u30b8\u30bf\u30eb\u30e9\u30a4\u30f3\u300d\u304c\u958b\u767a\u3055\u308c\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u751f\u7523\u5168\u904e\u7a0b\u306e\u7121\u4eba\u5316\u306b\u6210\u529f\u3057\u3066\u3044\u308b\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u8907\u6570\u30ed\u30dc\u30c3\u30c8\u306e\u5354\u8abf\u5236\u5fa1<\/strong>\u6280\u8853\u306b\u3088\u308a\u3001\u5de5\u5834\u5185\u306e\u69d8\u3005\u306a\u5de5\u7a0b\u3092\u8907\u6570\u306e\u30ed\u30dc\u30c3\u30c8\u304c\u9023\u643a\u3057\u3066\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/news\/18\/15856\/\">23<\/a>\u3002\u5404\u30ed\u30dc\u30c3\u30c8\u304cAI\u306b\u3088\u308a\u81ea\u5f8b\u7684\u306b\u5224\u65ad\u3057\u306a\u304c\u3089\u3001\u5168\u4f53\u6700\u9069\u306a\u52d5\u4f5c\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4e88\u9632\u4fdd\u5168\u306e\u81ea\u52d5\u5316<\/strong>\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u81ea\u8eab\u304c\u6545\u969c\u3092\u4e88\u6e2c\u3057\u3001\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8981\u6c42\u3092\u51fa\u3059\u30b7\u30b9\u30c6\u30e0\u304c\u5b9f\u7528\u5316\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u306b\u3088\u308b\u5b9a\u671f\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u5fc5\u8981\u6027\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u54c1\u8cea\u7ba1\u7406\u306e\u5b8c\u5168\u81ea\u52d5\u5316<\/strong>\u3067\u306f\u3001AI\u6280\u8853\u306b\u3088\u308a\u88fd\u54c1\u306e\u54c1\u8cea\u691c\u67fb\u304b\u3089\u4e0d\u826f\u54c1\u306e\u9664\u53bb\u307e\u3067\u3001\u54c1\u8cea\u7ba1\u7406\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u306e\u81ea\u52d5\u5316\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6.3 AI\u6280\u8853\u3084\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u306e\u9032\u5316\u306b\u3088\u308b\u65b0\u305f\u306a\u5fdc\u7528\u5206\u91ce<\/h3>\n\n\n\n<p>\u7d99\u7d9a\u7684\u306a\u6280\u8853\u9032\u6b69\u306b\u3088\u308a\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5fdc\u7528\u5206\u91ce\u304c\u3055\u3089\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5bfe\u8a71\u578bAI\u6280\u8853\u306e\u6d3b\u7528<\/strong>\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002ChatGPT\u306a\u3069\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u81ea\u7136\u306a\u8a00\u8a9e\u3067\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u3088\u308a\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.robot-digest.com\/contents\/?id=1716886684-377083\">1<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.icom-giken.com\/blog\/cobot_expansion\/\">34<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u306e\u9ad8\u5ea6\u5316<\/strong>\u306b\u3088\u308a\u3001\u3088\u308a\u7cbe\u5bc6\u3067\u8907\u96d1\u306a\u4f5c\u696d\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u529b\u899a\u30bb\u30f3\u30b5\u30fc\u3001\u89e6\u899a\u30bb\u30f3\u30b5\u30fc\u3001\u55c5\u899a\u30bb\u30f3\u30b5\u30fc\u306a\u3069\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u4eba\u9593\u306e\u4e94\u611f\u306b\u8fd1\u3044\u8a8d\u8b58\u80fd\u529b\u3092\u30ed\u30dc\u30c3\u30c8\u304c\u7372\u5f97\u3057\u3064\u3064\u3042\u308a\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u30a8\u30c3\u30b8AI\u6280\u8853<\/strong>\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u5358\u4f53\u3067\u306e\u9ad8\u5ea6\u306a\u5224\u65ad\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/1705\/25\/news062.html\">15<\/a>\u3002\u30af\u30e9\u30a6\u30c9\u3068\u306e\u901a\u4fe1\u306b\u4f9d\u5b58\u305b\u305a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u5224\u65ad\u30fb\u5236\u5fa1\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u65b0\u5206\u91ce\u3078\u306e\u5c55\u958b<\/strong>\u3068\u3057\u3066\u3001\u533b\u7642\u5206\u91ce\u3067\u306f\u624b\u8853\u652f\u63f4\u30ed\u30dc\u30c3\u30c8\u3001\u8fb2\u696d\u5206\u91ce\u3067\u306f\u53ce\u7a6b\u30ed\u30dc\u30c3\u30c8\u3001\u5efa\u8a2d\u5206\u91ce\u3067\u306f\u65bd\u5de5\u30ed\u30dc\u30c3\u30c8\u306a\u3069\u3001\u3053\u308c\u307e\u3067\u30ed\u30dc\u30c3\u30c8\u5316\u304c\u56f0\u96e3\u3060\u3063\u305f\u5206\u91ce\u3067\u306e\u6d3b\u7528\u304c\u59cb\u307e\u3063\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a>\u3002<\/p>\n\n\n\n<p><strong>\u74b0\u5883\u8a8d\u8b58\u6280\u8853\u306e\u5411\u4e0a<\/strong>\u306b\u3088\u308a\u3001\u5c4b\u5916\u3084\u975e\u69cb\u9020\u5316\u74b0\u5883\u3067\u306e\u30ed\u30dc\u30c3\u30c8\u6d3b\u7528\u3082\u53ef\u80fd\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u5efa\u8a2d\u73fe\u5834\u3084\u8fb2\u5730\u306a\u3069\u3001\u5de5\u5834\u3068\u306f\u7570\u306a\u308b\u74b0\u5883\u3067\u306e\u30ed\u30dc\u30c3\u30c8\u6d3b\u7528\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6.4 \u793e\u4f1a\u3078\u306e\u5f71\u97ff\u3068\u672a\u6765\u5c55\u671b<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u666e\u53ca\u306f\u3001\u793e\u4f1a\u5168\u4f53\u306b\u5927\u304d\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u52b4\u50cd\u5e02\u5834\u306e\u5909\u5316<\/strong>\u3067\u306f\u3001\u5358\u7d14\u53cd\u5fa9\u4f5c\u696d\u306e\u591a\u304f\u304c\u30ed\u30dc\u30c3\u30c8\u306b\u7f6e\u304d\u63db\u308f\u308b\u4e00\u65b9\u3067\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u7ba1\u7406\u30fb\u904b\u7528\u306b\u95a2\u308f\u308b\u65b0\u305f\u306a\u8077\u7a2e\u304c\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u4eba\u9593\u306e\u5f79\u5272\u306f\u3001\u5275\u9020\u7684\u3067\u5224\u65ad\u3092\u8981\u3059\u308b\u696d\u52d9\u306b\u30b7\u30d5\u30c8\u3057\u3066\u3044\u304f\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u88fd\u9020\u696d\u306e\u56fd\u5185\u56de\u5e30<\/strong>\u3082\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306b\u3088\u308a\u88fd\u9020\u30b3\u30b9\u30c8\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u307e\u3067\u6d77\u5916\u306b\u79fb\u8ee2\u3057\u3066\u3044\u305f\u88fd\u9020\u696d\u306e\u56fd\u5185\u56de\u5e30\u304c\u9032\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u9ad8\u9f62\u793e\u4f1a\u3078\u306e\u5bfe\u5fdc<\/strong>\u3068\u3057\u3066\u3001\u52b4\u50cd\u4eba\u53e3\u306e\u6e1b\u5c11\u3092\u88dc\u5b8c\u3059\u308b\u91cd\u8981\u306a\u6280\u8853\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u304c\u4eba\u624b\u4e0d\u8db3\u3092\u88dc\u3046\u3053\u3068\u3067\u3001\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u306e\u7dad\u6301\u30fb\u767a\u5c55\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6280\u8853\u9769\u65b0\u306e\u52a0\u901f<\/strong>\u306b\u3088\u308a\u3001\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u3068AI\u6280\u8853\u306e\u878d\u5408\u304c\u3055\u3089\u306b\u9032\u307f\u3001\u3053\u308c\u307e\u3067\u60f3\u50cf\u3067\u304d\u306a\u304b\u3063\u305f\u65b0\u305f\u306a\u5fdc\u7528\u5206\u91ce\u304c\u5275\u51fa\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u56fd\u969b\u7af6\u4e89\u529b\u306e\u5411\u4e0a<\/strong>\u3067\u306f\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u88fd\u9020\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u54c1\u8cea\u30fb\u30b3\u30b9\u30c8\u30fb\u7d0d\u671f\u306e\u5168\u3066\u306e\u9762\u3067\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u78ba\u4fdd\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u5358\u306a\u308b\u6280\u8853\u9769\u65b0\u3092\u8d85\u3048\u3066\u3001\u793e\u4f1a\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u5909\u9769\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u304a\u308a\u3001\u4eca\u5f8c\u306e\u767a\u5c55\u304c\u5927\u3044\u306b\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7\">7. \u307e\u3068\u3081<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">7.1 \u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u610f\u7fa9<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u9769\u65b0\u7684\u306a\u6280\u8853\u3068\u3057\u3066\u3001\u88fd\u9020\u696d\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u69d8\u3005\u306a\u7523\u696d\u5206\u91ce\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u5909\u9769\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u3082\u91cd\u8981\u306a\u610f\u7fa9\u306f\u3001<strong>\u30ed\u30dc\u30c3\u30c8\u5c0e\u5165\u306e\u6c11\u4e3b\u5316<\/strong>\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.robot-digest.com\/contents\/?id=1716886684-377083\">1<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">3<\/a>\u3002\u5f93\u6765\u306f\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u6280\u8853\u8005\u306b\u3057\u304b\u6271\u3048\u306a\u304b\u3063\u305f\u30ed\u30dc\u30c3\u30c8\u304c\u3001\u4e00\u822c\u7684\u306a\u4f5c\u696d\u8005\u3067\u3082\u5bb9\u6613\u306b\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u4e2d\u5c0f\u4f01\u696d\u3084\u65b0\u3057\u3044\u5fdc\u7528\u5206\u91ce\u3067\u306e\u30ed\u30dc\u30c3\u30c8\u6d3b\u7528\u304c\u73fe\u5b9f\u7684\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u624b\u4e0d\u8db3\u3068\u3044\u3046\u793e\u4f1a\u8ab2\u984c\u3078\u306e\u5bfe\u5fdc<\/strong>\u3082\u91cd\u8981\u306a\u610f\u7fa9\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">2<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.ipros.com\/product\/detail\/2000522311\/\">11<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a>\u3002\u5c11\u5b50\u9ad8\u9f62\u5316\u306b\u3088\u308a\u6df1\u523b\u5316\u3059\u308b\u52b4\u50cd\u529b\u4e0d\u8db3\u306b\u5bfe\u3057\u3066\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u5b9f\u7528\u7684\u306a\u89e3\u6c7a\u7b56\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u3053\u308c\u307e\u3067\u30ed\u30dc\u30c3\u30c8\u5316\u304c\u56f0\u96e3\u3060\u3063\u305f\u8907\u96d1\u306a\u4f5c\u696d\u3084\u5224\u65ad\u3092\u8981\u3059\u308b\u696d\u52d9\u3067\u3082\u3001AI\u306e\u6d3b\u7528\u306b\u3088\u308a\u81ea\u52d5\u5316\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u88fd\u9020\u696d\u306e\u7af6\u4e89\u529b\u5411\u4e0a<\/strong>\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">4<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/highmixlowvolume-production\/\">12<\/a>\u3002\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u3078\u306e\u5bfe\u5fdc\u3001\u54c1\u8cea\u306e\u5b89\u5b9a\u5316\u3001\u751f\u7523\u6027\u306e\u5411\u4e0a\u306b\u3088\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7af6\u4e89\u306b\u304a\u3051\u308b\u7af6\u4e89\u512a\u4f4d\u6027\u306e\u78ba\u4fdd\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6280\u8853\u306e\u878d\u5408\u306b\u3088\u308b\u65b0\u305f\u306a\u4fa1\u5024\u5275\u9020<\/strong>\u3082\u91cd\u8981\u306a\u5074\u9762\u3067\u3059\u3002AI\u6280\u8853\u3001\u30bb\u30f3\u30b5\u30fc\u6280\u8853\u3001\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306e\u878d\u5408\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u500b\u5225\u6280\u8853\u3067\u306f\u5b9f\u73fe\u3067\u304d\u306a\u304b\u3063\u305f\u9ad8\u5ea6\u306a\u81ea\u52d5\u5316\u30b7\u30b9\u30c6\u30e0\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/rsi.jrcnet.co.jp\/column-image-recognition-2\/\">9<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7.2 \u4eca\u5f8c\u306e\u671f\u5f85\u3068\u5c55\u671b<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306e\u4eca\u5f8c\u306e\u767a\u5c55\u306b\u5bfe\u3057\u3066\u3001\u591a\u65b9\u9762\u304b\u3089\u306e\u671f\u5f85\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6280\u8853\u7684\u767a\u5c55\u3078\u306e\u671f\u5f85<\/strong>\u3068\u3057\u3066\u3001AI\u6280\u8853\u306e\u3055\u3089\u306a\u308b\u9032\u6b69\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u3067\u9ad8\u5ea6\u306a\u5224\u65ad\u3092\u8981\u3059\u308b\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u304c\u5b9f\u73fe\u3055\u308c\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.icom-giken.com\/blog\/cobot_expansion\/\">34<\/a>\u3002\u7279\u306b\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u4eba\u9593\u3068\u30ed\u30dc\u30c3\u30c8\u306e\u5354\u50cd\u304c\u3088\u308a\u81ea\u7136\u3067\u52b9\u7387\u7684\u306b\u306a\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u793e\u4f1a\u5b9f\u88c5\u306e\u62e1\u5927<\/strong>\u3067\u306f\u3001\u88fd\u9020\u696d\u4ee5\u5916\u306e\u5206\u91ce\u3067\u306e\u6d3b\u7528\u304c\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/factoryjournal.jp\/43949\/\">8<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/mujin-tenpo.com\/store\/factory\/\">35<\/a>\u3002\u533b\u7642\u3001\u8fb2\u696d\u3001\u7269\u6d41\u3001\u30b5\u30fc\u30d3\u30b9\u696d\u306a\u3069\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u304c\u9032\u307f\u3001\u793e\u4f1a\u5168\u4f53\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u8ca2\u732e\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u56fd\u969b\u7af6\u4e89\u529b\u306e\u5f37\u5316<\/strong>\u306b\u304a\u3044\u3066\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306f\u65e5\u672c\u306e\u88fd\u9020\u696d\u306e\u5f37\u307f\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u6280\u8853\u7acb\u56fd\u3068\u3057\u3066\u3001\u3053\u306e\u5206\u91ce\u3067\u306e\u6280\u8853\u7684\u512a\u4f4d\u6027\u3092\u7dad\u6301\u30fb\u767a\u5c55\u3055\u305b\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u50cd\u304d\u65b9\u6539\u9769\u3078\u306e\u8ca2\u732e<\/strong>\u3082\u5927\u304d\u306a\u671f\u5f85\u304c\u5bc4\u305b\u3089\u308c\u3066\u3044\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">25<\/a><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/meisei-web.co.jp\/2023-05-09\/\">26<\/a>\u3002\u5371\u967a\u4f5c\u696d\u3084\u91cd\u52b4\u50cd\u304b\u3089\u306e\u89e3\u653e\u3001\u3088\u308a\u5275\u9020\u7684\u306a\u696d\u52d9\u3078\u306e\u96c6\u4e2d\u306b\u3088\u308a\u3001\u50cd\u304f\u4eba\u3005\u306e\u751f\u6d3b\u306e\u8cea\u5411\u4e0a\u306b\u8ca2\u732e\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6301\u7d9a\u53ef\u80fd\u306a\u793e\u4f1a\u306e\u5b9f\u73fe<\/strong>\u306b\u5411\u3051\u3066\u3001\u52b9\u7387\u7684\u306a\u751f\u7523\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u3088\u308a\u3001\u8cc7\u6e90\u306e\u6709\u52b9\u6d3b\u7528\u3068\u74b0\u5883\u8ca0\u8377\u306e\u524a\u6e1b\u306b\u8ca2\u732e\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7.3 \u666e\u53ca\u306b\u5411\u3051\u305f\u8ab2\u984c\u3068\u5bfe\u7b56<\/h3>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306e\u3055\u3089\u306a\u308b\u666e\u53ca\u306b\u5411\u3051\u3066\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3078\u306e\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u521d\u671f\u6295\u8cc7\u30b3\u30b9\u30c8\u306e\u8ab2\u984c<\/strong>\u306b\u5bfe\u3057\u3066\u306f\u3001RaaS\u30e2\u30c7\u30eb\u306e\u666e\u53ca\u3084\u653f\u5e9c\u306b\u3088\u308b\u5c0e\u5165\u652f\u63f4\u5236\u5ea6\u306e\u5145\u5b9f\u304c\u671f\u5f85\u3055\u308c\u307e\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.icom-giken.com\/blog\/cobot_expansion\/\">34<\/a>\u3002\u307e\u305f\u3001\u6280\u8853\u306e\u6a19\u6e96\u5316\u306b\u3088\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u6280\u8853\u8005\u80b2\u6210\u306e\u5fc5\u8981\u6027<\/strong>\u3067\u306f\u3001\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u3068\u306f\u3044\u3048\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u30fb\u904b\u7528\u30fb\u4fdd\u5b88\u306b\u306f\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.semanticscholar.org\/paper\/ef3516fde96b36886e2135d7ad8f3b63960af741\">32<\/a>\u3002\u7523\u5b66\u9023\u643a\u306b\u3088\u308b\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6574\u5099\u3084\u3001\u5b9f\u8df5\u7684\u306a\u7814\u4fee\u5236\u5ea6\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5b89\u5168\u6027\u306e\u78ba\u4fdd<\/strong>\u306f\u6700\u512a\u5148\u4e8b\u9805\u3067\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u304c\u4eba\u9593\u3068\u540c\u3058\u7a7a\u9593\u3067\u4f5c\u696d\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u306a\u308b\u305f\u3081\u3001\u5b89\u5168\u6280\u8853\u306e\u5411\u4e0a\u3068\u9069\u5207\u306a\u5b89\u5168\u57fa\u6e96\u306e\u7b56\u5b9a\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u793e\u4f1a\u53d7\u5bb9\u6027\u306e\u5411\u4e0a<\/strong>\u306e\u305f\u3081\u3001\u30ed\u30dc\u30c3\u30c8\u6280\u8853\u306b\u5bfe\u3059\u308b\u6b63\u3057\u3044\u7406\u89e3\u306e\u666e\u53ca\u3068\u3001\u96c7\u7528\u3078\u306e\u5f71\u97ff\u306b\u5bfe\u3059\u308b\u9069\u5207\u306a\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u30ec\u30b9\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u6280\u8853\u9769\u65b0\u3068\u793e\u4f1a\u5b9f\u88c5\u306e\u4e21\u9762\u3067\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u304a\u308a\u3001\u9069\u5207\u306a\u8ab2\u984c\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u3067\u3001\u793e\u4f1a\u5168\u4f53\u306e\u767a\u5c55\u306b\u5927\u304d\u304f\u8ca2\u732e\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u7d99\u7d9a\u7684\u306a\u6280\u8853\u958b\u767a\u3068\u793e\u4f1a\u5b9f\u88c5\u306e\u63a8\u9032\u306b\u3088\u308a\u3001\u3088\u308a\u8c4a\u304b\u3067\u52b9\u7387\u7684\u306a\u793e\u4f1a\u306e\u5b9f\u73fe\u304c\u53ef\u80fd\u306b\u306a\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.robot-digest.com\/contents\/?id=1716886684-377083\">https:\/\/www.robot-digest.com\/contents\/?id=1716886684-377083<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/\">https:\/\/roboin-fa.com\/2021\/01\/07\/blog17\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/\">https:\/\/robot-hanbai.com\/news\/%EF%BB%BF%E3%83%86%E3%82%A3%E3%83%BC%E3%83%81%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B9%E3%83%AD%E3%83%9C%E3%83%83%E3%83%88%E3%81%A3%E3%81%A6%E4%BD%95%EF%BC%9F\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/\">https:\/\/protrude.com\/report\/sangyoyo-robot-ai\/<\/a><\/li>\n\n\n\n<li><a 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href=\"https:\/\/www.keyence.co.jp\/ss\/products\/vision\/fa-robot\/robot_vision\/what.jsp\">https:\/\/www.keyence.co.jp\/ss\/products\/vision\/fa-robot\/robot_vision\/what.jsp<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.ipros.com\/product\/detail\/2000522311\/\">https:\/\/www.ipros.com\/product\/detail\/2000522311\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/highmixlowvolume-production\/\">https:\/\/www.fa.omron.co.jp\/product\/special\/library\/robotics\/highmixlowvolume-production\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/gigazine.net\/news\/20181212-google-ai-grasp2vec\/\">https:\/\/gigazine.net\/news\/20181212-google-ai-grasp2vec\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/creative-drive.jp\/column\/454\/\">https:\/\/creative-drive.jp\/column\/454\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/1705\/25\/news062.html\">https:\/\/monoist.itmedia.co.jp\/mn\/articles\/1705\/25\/news062.html<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html\">https:\/\/monoist.itmedia.co.jp\/mn\/articles\/2203\/09\/news033.html<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf\">https:\/\/www.mitsubishielectric.co.jp\/ja\/pr\/2022\/pdf\/0228-a.pdf<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/idec-fs.com\/robodk\/\">https:\/\/idec-fs.com\/robodk\/<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.robo-navi.com\/sier\/\">http:\/\/www.robo-navi.com\/sier\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/kawasakirobotics.com\/jp\/products-others\/kcong\/\">https:\/\/kawasakirobotics.com\/jp\/products-others\/kcong\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sugino.com\/products\/simulation\/\">https:\/\/www.sugino.com\/products\/simulation\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/7c0716575c7dcbe570e12f4cf77155b8f3ef706e\">https:\/\/www.semanticscholar.org\/paper\/7c0716575c7dcbe570e12f4cf77155b8f3ef706e<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/news\/18\/15856\/\">https:\/\/xtech.nikkei.com\/atcl\/nxt\/news\/18\/15856\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/smart-factory.funaisoken.co.jp\/20200326-2\/\">https:\/\/smart-factory.funaisoken.co.jp\/20200326-2\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.orikane.co.jp\/orikanelab\/17604\/\">https:\/\/www.orikane.co.jp\/orikanelab\/17604\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/meisei-web.co.jp\/2023-05-09\/\">https:\/\/meisei-web.co.jp\/2023-05-09\/<\/a><\/li>\n\n\n\n<li><a 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href=\"https:\/\/www.visualcomponents.com\/jp\/blog\/%E5%A4%9A%E5%93%81%E7%9B%AE%E5%B0%8F%E3%83%AD%E3%83%83%E3%83%88%E7%94%9F%E7%94%A3%E3%83%A9%E3%82%A4%E3%83%B3%E3%81%AE%E5%8A%B9%E7%8E%87%E3%82%92%E9%AB%98%E3%82%81%E3%82%8B%E3%83%AD%E3%83%9C%E3%83%83\/\">https:\/\/www.visualcomponents.com\/jp\/blog\/%E5%A4%9A%E5%93%81%E7%9B%AE%E5%B0%8F%E3%83%AD%E3%83%83%E3%83%88%E7%94%9F%E7%94%A3%E3%83%A9%E3%82%A4%E3%83%B3%E3%81%AE%E5%8A%B9%E7%8E%87%E3%82%92%E9%AB%98%E3%82%81%E3%82%8B%E3%83%AD%E3%83%9C%E3%83%83\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/linkwiz.co.jp\/topics\/column\/teachingman_20200306\/\">https:\/\/linkwiz.co.jp\/topics\/column\/teachingman_20200306\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/8cc821cd404812e26c712bdc4422830918d6b290\">https:\/\/www.semanticscholar.org\/paper\/8cc821cd404812e26c712bdc4422830918d6b290<\/a><\/li>\n\n\n\n<li><a 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href=\"https:\/\/www.semanticscholar.org\/paper\/b54728ff160d07a4e1ba1bd37c0033db091e2e6c\">https:\/\/www.semanticscholar.org\/paper\/b54728ff160d07a4e1ba1bd37c0033db091e2e6c<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/c3ff36e0a6d9f1d40827ef2b06fbf0247cdab471\">https:\/\/www.semanticscholar.org\/paper\/c3ff36e0a6d9f1d40827ef2b06fbf0247cdab471<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/0c23f7b8356de188ec4022694a4ec97a0bdf1f39\">https:\/\/www.semanticscholar.org\/paper\/0c23f7b8356de188ec4022694a4ec97a0bdf1f39<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/230c70bc7f9be110ec9172933108b42ee9b6f1a7\">https:\/\/www.semanticscholar.org\/paper\/230c70bc7f9be110ec9172933108b42ee9b6f1a7<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.jstage.jst.go.jp\/article\/jsmekansai\/2008.83\/0\/2008.83__2-9_\/_article\/-char\/ja\/\">https:\/\/www.jstage.jst.go.jp\/article\/jsmekansai\/2008.83\/0\/2008.83__2-9_\/_article\/-char\/ja\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/0c525953c20f184e7cdb3846789782a74d0543d5\">https:\/\/www.semanticscholar.org\/paper\/0c525953c20f184e7cdb3846789782a74d0543d5<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.semanticscholar.org\/paper\/1c83b40b28c3f26040e01f7866d98cfa2da8481a\">https:\/\/www.semanticscholar.org\/paper\/1c83b40b28c3f26040e01f7866d98cfa2da8481a<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.visualcomponents.com\/jp\/blog\/robot-offline-programming-olp-the-complete-guide-with-examples\/\">https:\/\/www.visualcomponents.com\/jp\/blog\/robot-offline-programming-olp-the-complete-guide-with-examples\/<\/a><\/li>\n\n\n\n<li><a 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