{"id":22918,"date":"2022-08-19T11:00:15","date_gmt":"2022-08-19T02:00:15","guid":{"rendered":"https:\/\/qiita.com\/official-columns\/?p=22918"},"modified":"2026-04-09T15:29:48","modified_gmt":"2026-04-09T06:29:48","slug":"202208-hitachi","status":"publish","type":"post","link":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/","title":{"rendered":"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f"},"content":{"rendered":"<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1.png\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22899\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1-300x225.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1-768x576.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1-1024x768.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p>\u65e5\u672c\u306e\u5c4b\u53f0\u9aa8\u3092\u652f\u3048\u308b\u88fd\u9020\u696d\u306f\u3001\u9577\u5e74\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u975e\u5e38\u306b\u52b9\u7387\u7684\u306a\u5de5\u7a0b\u7ba1\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u305b\u3063\u304b\u304f\u306e\u73fe\u5834\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u3092\u696d\u754c\u5168\u4f53\u3067\u62b1\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001\u305d\u3093\u306a\u88fd\u9020\u696d\u306eDX\u3092\u63a8\u9032\u3059\u308b\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c55\u958b\u3057\u3066\u3044\u308b\u65e5\u7acb\u88fd\u4f5c\u6240\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u306b\u3064\u3044\u3066\u53d6\u6750\u3057\u307e\u3057\u305f\u3002\u4e2d\u3067\u3082\u3001\u696d\u52d9\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u53ef\u80fd\u306b\u3059\u308b\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d\u3068\u547c\u3070\u308c\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u73fe\u5834\u304b\u3089\u306e\u5f15\u304d\u5408\u3044\u304c\u975e\u5e38\u306b\u591a\u304f\u3001\u69d8\u3005\u306a\u4f01\u696d\u306b\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u3068\u8a00\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3001\u3069\u306e\u3088\u3046\u306a\u601d\u60f3\u306e\u3082\u3068\u3067\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3002\u69d8\u3005\u306a\u6848\u4ef6\u306eDX\u306b\u643a\u308f\u308b\u30a8\u30f3\u30b8\u30cb\u30a23\u540d\u306b\u304a\u8a71\u3092\u4f3a\u3044\u307e\u3057\u305f\u3002<\/p>\n<div style=\"padding: 0em 1em; margin: 1em 0; border: solid 3px #27ae60;\">\n<p style=\"text-align: center; font-size: 150%; margin-top: 5px; margin-bottom: 20px;\"><strong>\u65e5\u7acb\u88fd\u4f5c\u6240 \u30ad\u30e3\u30ea\u30a2\u63a1\u7528\u5b9f\u65bd\u4e2d\uff01<\/strong><\/p>\n<p style=\"text-align: center;\">\u7d20\u6750\u7523\u696d\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u88fd\u9020\u696d\u5411\u3051\u306bDX\u30fbAI\u4e8b\u696d\u3092\u727d\u5f15\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\/\u30ea\u30fc\u30c0\u30fc<br \/>\n<a class=\"q_button sz_l bt_green\" href=\"https:\/\/hitachi.jposting.net\/u\/job.phtml?job_code=695\" target=\"_blank\" rel=\"noopener noreferrer\" onclick=\"gtag('event', 'Click', {'event_category': '202208-hitachi','event_label': 'job_code=695-top'});\"><strong>\u52df\u96c6\u8077\u7a2e\u8a73\u7d30\u306f\u3053\u3061\u3089<\/strong><\/a><\/p>\n<\/div>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#ITOTDX\">IT\u3068OT\u3092\u3064\u306a\u3052\u308b\u65e5\u7acb\u306eDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u7fa4<\/a><\/li><li><a href=\"#i\">\u304a\u5ba2\u3055\u307e\u306e\u8ab2\u984c\u306f\u5343\u5dee\u4e07\u5225<\/a><\/li><li><a href=\"#IoT\">\u73fe\u5834\u6d3b\u52d5\u3092\u30d7\u30ed\u30bb\u30b9\u3067\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306b\u3059\u308b\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d<\/a><\/li><li><a href=\"#CO2\">\u54c1\u8cea\u5411\u4e0a\u304b\u3089CO2\u6392\u51fa\u91cf\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u307e\u3067\u3001\u5e45\u5e83\u3044\u7528\u9014\u3067\u6d3b\u8e8d<\/a><\/li><li><a href=\"#i-2\">\u5de5\u5834\u3092\u8d85\u3048\u305f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u306e\u6700\u9069\u5316\u306b\u3082\u30c1\u30e3\u30ec\u30f3\u30b8\u4e2d<\/a><\/li><li><a href=\"#i-3\">\u65e5\u7acb\u306b\u306f\u3001\u793e\u5185\u306b\u65b0\u3057\u3044\u30c8\u30e9\u30a4\u30a2\u30eb\u306e\u5834\u304c\u305f\u304f\u3055\u3093\u3042\u308b<\/a><\/li><\/ul><\/div>\n\n<h4><b>\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb<\/b><\/h4>\n<div class=\"profileBlock\">\n<div class=\"profileBlock__photo\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-13337\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image3-1.png\" alt=\"\" width=\"296\" height=\"296\" \/><\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u53e4\u6a4b \u4eae\u6148\uff08\u3075\u308b\u306f\u3057 \u308a\u3087\u3046\u3058\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height: normal; font-size: 90%;\">\u682a\u5f0f\u4f1a\u793e \u65e5\u7acb\u88fd\u4f5c\u6240<br \/>\n\u30b5\u30fc\u30d3\u30b9\uff06\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30d3\u30b8\u30cd\u30b9\u30e6\u30cb\u30c3\u30c8\u3000\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u4e8b\u696d\u90e8\u3000\uff2c\uff55\uff4d\uff41\uff44\uff41\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u63a8\u9032\u672c\u90e8\u3000\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u90e8\u3000\u4e3b\u4efb\u6280\u5e2b<\/div>\n<div class=\"profileBlock__description\">2001\u5e74\u3001\u65e5\u7acb\u88fd\u4f5c\u6240\u5165\u793e\u3002\u5927\u5b66\u306e\u9803\u3088\u308a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u9818\u57df\u306e\u7814\u7a76\u306b\u5f93\u4e8b\u3057\u3066\u304a\u308a\u3001\u5165\u793e\u5f8c\u3082\u7814\u7a76\u958b\u767a\u672c\u90e8\u306b\u3066\u30b5\u30fc\u30d0\u30fc\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u7b49\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9818\u57df\u306e\u7814\u7a76\u958b\u767a\u306b\u5f93\u4e8b\u3059\u308b\u3002\u305d\u306e\u5f8c\u30012007\u5e74\u306b\u65e5\u7acb\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u30ba\uff08\u73feHitachi Vantara\u793e\uff09\u3078\u306e\u51fa\u5411\u3092\u7d4c\u3066\u30012016\u5e74\u3088\u308aLumada\u4e8b\u696d\u306b\u53c2\u753b\u3057\u3066\u69d8\u3005\u306aDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u643a\u308f\u308b\u3002\u73fe\u5728\u306f\u751f\u7523\u73fe\u5834\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u5316\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u3001IoT\u30b3\u30f3\u30d1\u30b9\u306e\u958b\u767a\u304b\u3089\u30c7\u30ea\u30d0\u30ea\u30fc\u307e\u3067\u3092\u4e00\u6c17\u901a\u8cab\u3067\u62c5\u5f53\u3057\u3066\u3044\u308b\u3002<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div class=\"profileBlock\">\n<div class=\"profileBlock__photo\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-13337\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image2-2.png\" alt=\"\" width=\"296\" height=\"296\" \/><\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u4e0a\u6728 \u5eb7\u5e73\uff08\u304b\u307f\u304d \u3053\u3046\u3078\u3044\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height: normal; font-size: 90%;\">\u682a\u5f0f\u4f1a\u793e \u65e5\u7acb\u88fd\u4f5c\u6240<br \/>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30c7\u30b8\u30bf\u30eb\u30d3\u30b8\u30cd\u30b9\u30e6\u30cb\u30c3\u30c8 \u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4e8b\u696d\u7d71\u62ec\u672c\u90e8 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff06\u30b5\u30fc\u30d3\u30b9\u4e8b\u696d\u90e8 \u7523\u696dIT\u7b2c2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u90e8 \u4e3b\u4efb\u6280\u5e2b<\/div>\n<div class=\"profileBlock__description\">2006\u5e74\u3001\u65e5\u7acb\u88fd\u4f5c\u6240\u5165\u793e\u3002\u5927\u5b66\u3067\u7d4c\u55b6\u5de5\u5b66\u3092\u5c02\u653b\u3057\u305f\u5f8c\u3001\u5165\u793e\u3057\u3066\u304b\u3089\u306f\u4e00\u8cab\u3057\u3066\u30d5\u30ed\u30f3\u30c8SE\u3068\u3057\u3066\u69d8\u3005\u306a\u696d\u754c\u306e\u9867\u5ba2\u3092\u62c5\u5f53\u3002\u30b5\u30fc\u30d0\u30fc\u7b49\u3092\u69cb\u7bc9\u3059\u308b\u30a4\u30f3\u30d5\u30e9SE\u3001\u751f\u7523\u7ba1\u7406\u3084\u8cfc\u8cb7\u7ba1\u7406\u3001ERP\u7b49\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u5c0e\u5165SE\u3001\u30d7\u30ed\u30de\u30cd\u307e\u3067\u5e45\u5e83\u304f\u5f93\u4e8b\u30022020\u5e74\u3088\u308a\u73fe\u5728\u306b\u81f3\u308b\u307e\u3067\u3001DX\u3084AI\u306e\u3088\u3046\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u8ef8\u306e\u30d5\u30ed\u30f3\u30c8SE\u3068\u3057\u3066\u6d3b\u52d5\u4e2d\u3002<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div class=\"profileBlock\">\n<div class=\"profileBlock__photo\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-13337\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image5-1.png\" alt=\"\" width=\"296\" height=\"296\" \/><\/div>\n<div class=\"profileBlock__profiles\">\n<div class=\"profileBlock__name\">\u963f\u90e8 \u606d\u4e5f\uff08\u3042\u3079 \u3084\u3059\u306a\u308a\uff09<\/div>\n<div class=\"profileBlock__role\" style=\"line-height: normal; font-size: 90%;\">\u682a\u5f0f\u4f1a\u793e \u65e5\u7acb\u88fd\u4f5c\u6240<br \/>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30c7\u30b8\u30bf\u30eb\u30d3\u30b8\u30cd\u30b9\u30e6\u30cb\u30c3\u30c8 \u30c8\u30fc\u30bf\u30eb\u30b7\u30fc\u30e0\u30ec\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u7d71\u62ec\u672c\u90e8 \u6280\u8853\u6226\u7565\u672c\u90e8 \u5354\u5275\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u63a8\u9032\u90e8  \u6280\u5e2b<\/div>\n<div class=\"profileBlock__description\">2010\u5e74\u3001\u65e5\u7acb\u88fd\u4f5c\u6240\u5165\u793e\u3002\u5927\u5b66\u3067\u306f\u91cf\u5b50\u529b\u5b66\u3092\u7814\u7a76\u3059\u308b\u3002\u5165\u793e\u5f8c\u306f\u91d1\u878d\u3084\u516c\u5171\u9818\u57df\u306a\u3069\u3001\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u9818\u57df\u306b\u304a\u3051\u308bSE\u3068\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u3084\u30d7\u30ed\u30de\u30cd\u7b49\u306b\u5f93\u4e8b\u30022016\u5e74\u304b\u3089\u306fLumada\u7acb\u3061\u4e0a\u3052\u306b\u53c2\u753b\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u9818\u57df\u306b\u304a\u3051\u308b\u65b0\u898f\u4e8b\u696d\u306e\u4f01\u753b\u958b\u767a\u306b\u643a\u308f\u308b\u3002\u73fe\u5728\u306fDX\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u30b3\u30fc\u30c7\u30a3\u30cd\u30fc\u30bf\u30fc\u3068\u3057\u3066\u3001\u4e3b\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u4e0a\u6d41\u5de5\u7a0b\u306b\u304a\u3051\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u8a2d\u8a08\u30fb\u30c7\u30b6\u30a4\u30f3\u3092\u62c5\u5f53\u3057\u3066\u3044\u308b\u3002<\/div>\n<\/div>\n<\/div>\n<h2><span id=\"ITOTDX\">IT\u3068OT\u3092\u3064\u306a\u3052\u308b\u65e5\u7acb\u306eDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u7fa4<\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image4.jpg\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22902\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image4.jpg 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image4-300x225.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image4-768x576.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image4-1024x768.jpg 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u307e\u305a\u306f\u65e5\u7acb\u306eDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5168\u4f53\u50cf\u306b\u3064\u3044\u3066\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u65e5\u7acb\u304c\u7b56\u5b9a\u30fb\u63d0\u5531\u3057\u3066\u3044\u308b\u751f\u7523\u30b7\u30b9\u30c6\u30e0\u306e\u300c\u6210\u719f\u5ea6\u30e2\u30c7\u30eb\uff08Maturity Model\uff09\u300d\u3067\u306f\u3001DX\u306e\u6210\u719f\u5ea6\u3092\u300c6\u6bb5\u968e\u300d\u306b\u5206\u3051\u3066\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u30ec\u30d9\u30eb1\u306f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u898b\u3048\u308b\u5316\u3059\u308b\u30d5\u30a7\u30fc\u30ba\u3067\u3059\u3002\u305d\u3053\u304b\u3089\u30ec\u30d9\u30eb2\u30fb3\u30fb4\u3068\u4e0a\u304c\u3063\u3066\u3044\u304f\u306b\u3064\u308c\u3066\u3001\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u4fa1\u5024\u3042\u308b\u30c7\u30fc\u30bf\u306b\u3057\u3001\u73fe\u5834\u7ba1\u7406\u3092\u9ad8\u5ea6\u5316\u3057\u3066\u3044\u304f\u304b\u3092\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u6700\u7d42\u7684\u306b\u306f\u30ec\u30d9\u30eb5\u30fb6\u3067\u3001\u751f\u7523\u8a08\u753b\u3084\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u306b\u3064\u306a\u3052\u3066\u3044\u304d\u307e\u3059\u3002\u30ec\u30d9\u30eb\u306e\u6bb5\u968e\u3092\u8ffd\u3046\u3053\u3068\u3067\u3088\u308a\u9ad8\u5ea6\u306aDX\u3092\u63a8\u9032\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u3067\u304a\u5ba2\u3055\u307e\u3092\u3054\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div id=\"attachment_3659\" class=\"wp-caption alignnone\" style=\"width: 100%; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image7-1.png\" alt=\"\" aria-describedby=\"caption-attachment-3659\" \/><\/p>\n<p id=\"caption-attachment-3659\" class=\"wp-caption-text\">\u65e5\u7acb\u304c\u7b56\u5b9a\u30fb\u63d0\u5531\u3057\u3066\u3044\u308b\u751f\u7523\u30b7\u30b9\u30c6\u30e0\u306e\u300c\u6210\u719f\u5ea6\u30e2\u30c7\u30eb\u300d\u3092\u30d9\u30fc\u30b9\u306b\u3001\u73fe\u72b6\u628a\u63e1\u304b\u3089\u300c\u76ee\u7684\/\u3081\u3056\u3059\u9818\u57df\u300d\u306e\u8a2d\u5b9a\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u6bb5\u968e\u7684\u306a\u6210\u719f\u30ec\u30d9\u30eb\u306e\u5411\u4e0a\u307e\u3067\u3001\u5404\u6bb5\u968e\u306b\u5fdc\u3058\u305fDX\u63a8\u9032\u3092\u652f\u63f4\u3057\u3066\u3044\u308b<\/p>\n<\/div>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u6628\u4eca\u306e\u304a\u5ba2\u3055\u307e\u306e\u72b6\u6cc1\u306b\u9451\u307f\u308b\u3068\u3001\u73fe\u5834\u306e\u8a2d\u5099\uff08OT\uff1aOperational Technology\uff09\u306f\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3057\u3001ERP\u3092\u4ee3\u8868\u3068\u3059\u308b\u7d4c\u55b6\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3082\u5341\u5206\u306b\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u3053\u308c\u3089\u9818\u57df\u306e\u306f\u3056\u307e\u306b\u76ee\u3092\u5411\u3051\u308b\u3068\u3001\u3064\u306a\u3050DX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c0e\u5165\u306f\u307e\u3060\u307e\u3060\u3053\u308c\u304b\u3089\u3068\u3044\u3046\u304a\u5ba2\u3055\u307e\u306e\u58f0\u304c\u591a\u304f\u3042\u308a\u3001\u3054\u671f\u5f85\u306b\u5fdc\u3048\u308b\u305f\u3081\u529b\u3092\u5165\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image6-1.png\" alt=\"\" width=\"1999\" height=\"1113\" class=\"alignnone size-full wp-image-22904\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image6-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image6-1-300x167.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image6-1-768x428.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image6-1-1024x570.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u4f8b\u3048\u3070\u73fe\u5834\u30c7\u30d0\u30a4\u30b9\u3068ERP\u3092\u3064\u306a\u3052\u308b\u3068\u306a\u308b\u3068\u3001\u7d30\u304b\u3044\u3064\u306a\u304e\u3053\u307f\u304c\u5fc5\u8981\u3060\u3068\u611f\u3058\u308b\u306e\u3067\u3059\u304c\u3001\u5177\u4f53\u7684\u306b\u306f\u3069\u306e\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u5177\u4f53\u7684\u306b\u306f\u3053\u306e\u9593\u3092\u7d30\u304b\u304f\u30ec\u30a4\u30e4\u30fc0\u301c4\u306e5\u6bb5\u968e\u306b\u5206\u3051\u3001\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u500b\u5225\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u3056\u3063\u304f\u308a\u3068\u304a\u4f1d\u3048\u3059\u308b\u3068\u3001\u30ec\u30a4\u30e4\u30fc0\u30fb1\u306f\u5b9f\u969b\u306e\u8a2d\u5099\u306b\u7d10\u3065\u3044\u305f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u90e8\u5206\u3067\u3001\u30ec\u30a4\u30e4\u30fc2\u30fb3\u306f\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u4e8b\u696d\u7684\u306b\u4fa1\u5024\u3042\u308b\u3082\u306e\u3078\u3068\u898b\u3048\u308b\u5316\u3059\u308b\u90e8\u5206\u3068\u306a\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u6700\u7d42\u7684\u306b\u306f\u30ec\u30a4\u30e4\u30fc4\u3067\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092ERP\u3084\u5404\u7a2e\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3078\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u63b2\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image9-1.png\" alt=\"\" width=\"1999\" height=\"1108\" class=\"alignnone size-full wp-image-22907\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image9-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image9-1-300x166.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image9-1-768x426.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image9-1-1024x568.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u7279\u306b\u6211\u3005\u304c\u6ce8\u529b\u3057\u3066\u3044\u308b\u306e\u306f\u30ec\u30a4\u30e4\u30fc2\u30fb3\u306e\u90e8\u5206\u3067\u3059\u3002\u4f8b\u3048\u3070\u88fd\u9020\u8a08\u753b\u306e\u898b\u76f4\u3057\u3084\u3001\u88fd\u9020\u5b9f\u884c\u7cfb\u306eMES\uff08\u88fd\u9020\u5b9f\u884c\u30b7\u30b9\u30c6\u30e0\uff09\u306e\u90e8\u5206\u306a\u3069\u3001\u304a\u5ba2\u3055\u307e\u304c\u5b9a\u3081\u3066\u3044\u308b\u5404\u7a2eKPI\u306e\u9054\u6210\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u305d\u308c\u305e\u308c\u300c\u969b\u300d\u3068\u306a\u308b\u8ab2\u984c\u3092\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7\u3067\u89e3\u6c7a\u3059\u308b\u300c\u30c8\u30fc\u30bf\u30eb\u30b7\u30fc\u30e0\u30ec\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300d\u3092\u3054\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"i\">\u304a\u5ba2\u3055\u307e\u306e\u8ab2\u984c\u306f\u5343\u5dee\u4e07\u5225<\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image8-1.png\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22906\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image8-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image8-1-300x225.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image8-1-768x576.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image8-1-1024x768.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u4eca\u3054\u8aac\u660e\u304c\u3042\u3063\u305fDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63d0\u4f9b\u306b\u3042\u305f\u3063\u3066\u3001\u7686\u3055\u307e\u306e\u5f79\u5272\u5206\u62c5\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u79c1\u306f\u3001\u88fd\u9020\u696d\u3067\u3042\u308c\u3070\u300c\u3069\u306e\u3088\u3046\u306a\u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u69cb\u60f3\u3092\u63cf\u3044\u3066\u3044\u304f\u304b\u300d\u300c\u5c06\u6765\u7684\u306b\u4f55\u3092\u3081\u3056\u3059\u306e\u304b\u300d\u306a\u3069\u3001\u304a\u5ba2\u3055\u307e\u306b\u3054\u76f8\u8ac7\u5185\u5bb9\u3092\u4f3a\u3046\u3068\u3053\u308d\u304b\u3089\u4e00\u7dd2\u306b\u4f34\u8d70\u3055\u305b\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u304a\u5ba2\u3055\u307e\u304b\u3089\u6700\u521d\u306b\u3054\u76f8\u8ac7\u3044\u305f\u3060\u304f\u5185\u5bb9\u306f\u3001\u73fe\u5834\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306b\u6839\u5dee\u3057\u305f\u3082\u306e\u304c\u591a\u3044\u306e\u3067\u3059\u304c\u3001\u300c\u4fef\u77b0\u3057\u305f\u76ee\u7dda\u3067\u898b\u305f\u3068\u304d\u306b\u3069\u3046\u3044\u3046\u8ab2\u984c\u304c\u3042\u308b\u306e\u304b\u3092\u30c7\u30b6\u30a4\u30f3\u3057\u3066\u3044\u304f\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u963f\u90e8\u3055\u3093\u306f\u4e0a\u6d41\u306e\u30b0\u30e9\u30f3\u30c9\u30c7\u30b6\u30a4\u30f3\u306a\u3069\u3092\u62c5\u5f53\u3055\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002<\/b><\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u306f\u3044\u3002\u3042\u308b\u7a0b\u5ea6\u306e\u65b9\u5411\u6027\u304c\u56fa\u307e\u3063\u305f\u3089\u3001\u305d\u3053\u304b\u3089\u500b\u5225\u5177\u4f53\u7684\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u3044\u304d\u3001\u4e0a\u6728\u3055\u3093\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u30d5\u30ed\u30f3\u30c8SE\u306e\u65b9\u3005\u3068\u5354\u529b\u3057\u3066\u3001\u3088\u308a\u5177\u4f53\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u3078\u3068\u843d\u3068\u3057\u8fbc\u3093\u3067\u3044\u304d\u307e\u3059\u3002\u305d\u306e\u969b\u306b\u3001\u5c0e\u5165\u3059\u308b\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3082\u30b8\u30e7\u30a4\u30f3\u3057\u3066\u3044\u305f\u3060\u304d\u3001\u4e00\u7dd2\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9032\u3081\u3066\u3044\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001DX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u3067\u3082\u7279\u306b\u5f15\u304d\u5408\u3044\u304c\u5f37\u3044\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d\u306e\u5c0e\u5165\u306b\u3064\u3044\u3066\u306f\u3001\u53e4\u6a4b\u3055\u3093\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u3005\u306b\u5165\u3063\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u5148\u307b\u3069\u306e0\u301c4\u30ec\u30a4\u30e4\u30fc\u306e\u56f3\u3067\u8907\u6570\u306eDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u4e2d\u3067\u3082\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d\u304c\u7279\u306b\u5f15\u304d\u5408\u3044\u304c\u5f37\u3044\u3093\u3067\u3059\u306d\u3002<\/b><\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u3082\u3061\u308d\u3093\u3001\u304a\u5ba2\u3055\u307e\u304c\u62b1\u3048\u3066\u3044\u308b\u8ab2\u984c\u306b\u3088\u3063\u3066\u306f\u305d\u3046\u3067\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u751f\u7523\u5de5\u7a0b\u5168\u4f53\u3092\u300c\u30d7\u30ed\u30bb\u30b9\u300d\u306e\u89b3\u70b9\u3067\u53ef\u8996\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u591a\u304f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u4f4d\u7f6e\u4ed8\u3051\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u306d\u3002<\/p>\n<p><b>\u2015\u2015\u306a\u308b\u307b\u3069\u3002\u79c1\u81ea\u8eab\u3001\u751f\u7523\u73fe\u5834\u306b\u5165\u3063\u305f\u3053\u3068\u304c\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u5177\u4f53\u7684\u306b\u304a\u5ba2\u3055\u307e\u306f\u3069\u306e\u3088\u3046\u306a\u3053\u3068\u306b\u304a\u56f0\u308a\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u304a\u5ba2\u3055\u307e\u304c\u62b1\u3048\u308b\u8ab2\u984c\u306f\u5343\u5dee\u4e07\u5225\u3067\u3059\u3002\u696d\u52d9\u306b\u7d19\u3084\u96fb\u8a71\u3092\u4f7f\u3063\u3066\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306e\u30c7\u30b8\u30bf\u30eb\u5316\u304b\u3089\u5fc5\u8981\u306a\u30b1\u30fc\u30b9\u3082\u3042\u308c\u3070\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306f\u51fa\u6765\u3066\u3044\u308b\u3082\u306e\u306e\u305d\u308c\u3089\u3092\u3069\u306e\u3088\u3046\u306b\u3064\u306a\u3052\u3066\u6d3b\u7528\u3059\u308c\u3070\u826f\u3044\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u3068\u3044\u3046\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u305d\u3082\u305d\u3082\u3001\u304a\u5ba2\u3055\u307e\u81ea\u8eab\u306f\u8ab2\u984c\u3092\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306a\u306e\u304b\u3001\u305d\u3053\u3082\u4e00\u7dd2\u306b\u63a2\u3057\u3066\u3044\u304f\u3082\u306e\u306a\u306e\u304b\u3002\u3069\u3061\u3089\u306e\u30b1\u30fc\u30b9\u304c\u591a\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u305d\u3053\u3082\u30d0\u30e9\u30d0\u30e9\u3067\u3057\u3066\u3001\u300c\u3053\u3046\u3044\u3046\u89b3\u70b9\u3067\u5206\u6790\u3092\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u660e\u78ba\u306a\u30dd\u30ea\u30b7\u30fc\u3092\u3082\u3063\u3066\u3044\u308b\u304a\u5ba2\u3055\u307e\u3082\u3044\u308c\u3070\u3001\u300c\u305d\u3082\u305d\u3082\u3069\u306e\u3088\u3046\u306a\u89b3\u70b9\u3067\u30c7\u30fc\u30bf\u3092\u898b\u305f\u3089\u3044\u3044\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u76f8\u8ac7\u30d9\u30fc\u30b9\u3067\u3044\u3089\u3063\u3057\u3083\u308b\u304a\u5ba2\u3055\u307e\u3082\u3044\u307e\u3059\u3002\u73fe\u5728\u306f\u524d\u8005\u306e\u304a\u5ba2\u3055\u307e\u304c\u591a\u3044\u306e\u3067\u3059\u304c\u3001\u3069\u3061\u3089\u306e\u30b1\u30fc\u30b9\u306b\u304a\u3044\u3066\u3082\u3053\u308c\u307e\u3067\u57f9\u3063\u3066\u304d\u305f\u30ce\u30a6\u30cf\u30a6\u3084\u904e\u53bb\u306e\u4e8b\u4f8b\u3092\u304a\u4f1d\u3048\u3057\u306a\u304c\u3089\u3001\u63d0\u6848\u578b\u3067\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"IoT\">\u73fe\u5834\u6d3b\u52d5\u3092\u30d7\u30ed\u30bb\u30b9\u3067\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306b\u3059\u308b\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d<\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image12-1.png\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22910\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image12-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image12-1-300x225.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image12-1-768x576.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image12-1-1024x768.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u5148\u307b\u3069\u304a\u8a71\u306b\u51fa\u3066\u304d\u305f\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d\u306b\u3064\u3044\u3066\u3001\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u6982\u8981\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>IoT\u30b3\u30f3\u30d1\u30b9\u306f\u3001\u5de5\u5834\u306a\u3069\u306b\u3042\u308b\u5404\u5de5\u7a0b\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3066\u3001\u4e00\u7a2e\u306e\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u3057\u3066\u30d7\u30ed\u30bb\u30b9\u3092\u518d\u73fe\u3057\u3066\u3044\u304f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5de5\u5834\u3068\u3044\u3046\u5834\u6240\u306f\u591a\u304f\u306e\u30b1\u30fc\u30b9\u3067\u9589\u3058\u3089\u308c\u305f\u4e16\u754c\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u73fe\u5834\u306f\u304b\u306a\u308a\u7d30\u5206\u5316\u3055\u308c\u3066\u3044\u3066\u96a3\u306e\u73fe\u5834\u306e\u3053\u3068\u306f\u5168\u304f\u308f\u304b\u3089\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u304c\u5f80\u3005\u306b\u3057\u3066\u3042\u308a\u307e\u3059\u3002<br \/>\n\u305d\u3046\u3044\u3063\u305f\u72b6\u6cc1\u306e\u4e2d\u3067\u3001\u8907\u6570\u306e\u73fe\u5834\u3092\u7d10\u3065\u3051\u3066\u5de5\u7a0b\u6a2a\u65ad\u3067\u6700\u9069\u5316\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u3063\u3066\u304f\u308b\u3079\u304d\u306a\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3044\u3063\u305f\u58f0\u3084\u3001\u305d\u3082\u305d\u3082\u306e\u30c7\u30fc\u30bf\u306e\u610f\u5473\u304c\u5206\u304b\u3089\u306a\u3044\u306a\u3069\u306e\u8ab2\u984c\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u305d\u308c\u3089\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304c\u3001\u73fe\u5834\u6d3b\u52d5\u3092\u300c\u30d7\u30ed\u30bb\u30b9\u300d\u3067\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306b\u3059\u308bIoT\u30b3\u30f3\u30d1\u30b9\u3068\u3044\u3046\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u30d7\u30ed\u30bb\u30b9\u3067\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306b\u3059\u308b\u3001\u3068\u306f\u3069\u3046\u3044\u3046\u3053\u3068\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u3053\u3061\u3089\u306e\u56f3\u3067\u306f\u3001\u300c\u30ea\u30a2\u30eb\u306a\u4e16\u754c\u300d\u3068\u3057\u3066\u4e0b\u6bb5\u306b\u304a\u5ba2\u3055\u307e\u306e\u5de5\u5834\u306e\u69d8\u5b50\u304c\u63cf\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306f\u3001\u4e0a\u6bb5\u306e\u3088\u3046\u306b\u3001\u884c\u308f\u308c\u3066\u3044\u308b\u64cd\u696d\u306b\u95a2\u308f\u308b\u60c5\u5831\u3092\u30c7\u30b8\u30bf\u30eb\u7a7a\u9593\u3067\u6574\u7406\u30fb\u518d\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u88fd\u54c1\u306e\u54c1\u8cea\u306a\u3069\u69d8\u3005\u306a\u3082\u306e\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image10-1.png\" alt=\"\" width=\"1999\" height=\"1105\" class=\"alignnone size-full wp-image-22908\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image10-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image10-1-300x166.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image10-1-768x425.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image10-1-1024x566.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>IoT\u30b3\u30f3\u30d1\u30b9\u306f\u3001\u3053\u306e\u3088\u3046\u306b\u300c4M\u30c7\u30fc\u30bf*\u00b9\u304c\u5bc6\u63a5\u306b\u7d10\u3065\u3044\u3066\u3044\u3066\u3001\u304b\u3064\u5de5\u5834\u306e\u751f\u7523\u304c\u696d\u52d9\u306e\u7e70\u308a\u8fd4\u3057\u306b\u3088\u3063\u3066\u6210\u7acb\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u306b\u7740\u76ee\u3057\u3066\u8a2d\u8a08\u3055\u308c\u305f\u3082\u306e\u3067\u3001\u300c4M\uff0b\u696d\u52d9\u300d\u306e\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u30ea\u30a2\u30eb\u306a\u4e16\u754c\u3092\u6295\u5c04\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u8a00\u308f\u308c\u308b\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306f\u300c\u30e2\u30ce\u8996\u70b9\u300d\u3067\u8a2d\u8a08\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001IoT\u30b3\u30f3\u30d1\u30b9\u306f\u300c\u696d\u52d9\u8996\u70b9\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u6d41\u308c\u3092\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306b\u3059\u308b\u3068\u3044\u3046\u90e8\u5206\u304c\u5927\u304d\u306a\u7279\u5fb4\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p class=\"well2\" style=\"font-size:small;\">*\u00b9 4M\uff1ahuMan\uff08\u4eba\u30fb\u4f5c\u696d\u8005\uff09\u3001Machine\uff08\u8a2d\u5099\u30fb\u6a5f\u68b0\uff09\u3001Material\uff08\u6750\u6599\u30fb\u90e8\u54c1\uff09\u3001Method\uff08\u65b9\u6cd5\u30fb\u4f5c\u696d\u624b\u9806\uff09<\/p>\n<p><b>\u2015\u2015\u306a\u308b\u307b\u3069\u3002\u8a2d\u5099\u3084\u751f\u7523\u7269\u3068\u3044\u3063\u305f\u30e2\u30ce\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u3068\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u3092\u8ef8\u306b\u8003\u3048\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u306a\u3093\u3067\u3059\u306d\u3002<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u5de5\u5834\u306e\u5404\u30e9\u30a4\u30f3\u3067\u3082\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3067\u3082\u3001\u4e2d\u5fc3\u306b\u306f\u5fc5\u305a\u4f55\u304b\u3057\u3089\u306e\u696d\u52d9\u304c\u3042\u308a\u3001\u305d\u3053\u306b\u90e8\u54c1\u304c\u6d41\u308c\u3066\u304d\u3066\u30de\u30b7\u30f3\u3084\u4f5c\u696d\u8005\u3001\u4f5c\u696d\u624b\u9806\u304c\u52a0\u308f\u308b\u3053\u3068\u3067\u5b8c\u6210\u54c1\u304c\u4f5c\u3089\u308c\u3066\u3044\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u300c4M\uff0b\u696d\u52d9\u300d\u3092\u8907\u6570\u3064\u306a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u5de5\u5834\u306e\u5de5\u7a0b\u3084\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u518d\u73fe\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u8003\u3048\u306e\u3082\u3068\u3067\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image11-1.png\" alt=\"\" width=\"575\" height=\"506\" class=\"alignnone size-full wp-image-22909\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image11-1.png 575w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image11-1-300x264.png 300w\" sizes=\"(max-width: 575px) 100vw, 575px\" \/><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>IoT\u30b3\u30f3\u30d1\u30b9\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e4M\u30c7\u30fc\u30bf\u304c\u5b9f\u969b\u306e\u73fe\u5834\u306e\u3069\u3053\u306b\u7d10\u3065\u3044\u3066\u3044\u308b\u306e\u304b\u3068\u3044\u3046\u60c5\u5831\u3092\u30b0\u30e9\u30d5\u69cb\u9020\u3068\u3057\u3066\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u308c\u3092\u8fbf\u3063\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u5b8c\u6210\u54c1\u306e\u88fd\u9020\u6642\u306e\u30c7\u30fc\u30bf\u72b6\u6cc1\u3084\u6761\u4ef6\u3001\u4f5c\u696d\u62c5\u5f53\u8005\u3001\u5f53\u6642\u884c\u308f\u308c\u305f\u624b\u9806\u306a\u3069\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span id=\"CO2\">\u54c1\u8cea\u5411\u4e0a\u304b\u3089CO2\u6392\u51fa\u91cf\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u307e\u3067\u3001\u5e45\u5e83\u3044\u7528\u9014\u3067\u6d3b\u8e8d<\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image13.jpg\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22911\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image13.jpg 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image13-300x225.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image13-768x576.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image13-1024x768.jpg 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u696d\u52d9\u306b\u3082\u69d8\u3005\u306a\u7a2e\u985e\u304c\u3042\u308b\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u7c92\u5ea6\u3068\u3057\u3066\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u3053\u3061\u3089\u306e\u56f3\u306f\u3001\u3042\u308b\u6d88\u8cbb\u6750\u30e1\u30fc\u30ab\u30fc\u306b\u304a\u3051\u308b\u5de5\u7a0b\u3092\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u53ef\u8996\u5316\u3057\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u5305\u88c5\u5bb9\u5668\u3092\u6210\u578b\u3057\u3001\u305d\u306e\u4e2d\u306b\u5546\u54c1\u3092\u5145\u586b\u3057\u3066\u51fa\u8377\u3059\u308b\u300d\u3068\u3044\u3046\u4eee\u5b9a\u306e\u5de5\u7a0b\u3092\u8868\u3057\u305f\u3082\u306e\u3067\u3001\u9752\u3044\u4e38\u3067\u8868\u73fe\u3057\u305f\u3082\u306e\u304c\u305d\u308c\u305e\u308c\u696d\u52d9\uff0b4M\u30c7\u30fc\u30bf\u306e\u584a\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div id=\"attachment_3659\" class=\"wp-caption alignnone\" style=\"width: 100%; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image14-1.png\" alt=\"\" aria-describedby=\"caption-attachment-3659\" \/><\/p>\n<p id=\"caption-attachment-3659\" class=\"wp-caption-text\">\u300c\u6210\u578b\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3068\u3053\u308d\u3067\u3001\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u306e\u584a\u304b\u3089\u5305\u88c5\u5bb9\u5668\u3092\u3064\u304f\u308b\u696d\u52d9\u304c\u8868\u73fe\u3055\u308c\u3066\u3044\u308b\u3002\u305d\u306e\u5f8c\u3001\u691c\u67fb\uff08\u300c\u4e2d\u9593\u691c\u67fb\u300d\u3068\u8868\u793a\uff09\u3092\u7d4c\u3066\u30de\u30fc\u30ab\u7b49\u3092\u3064\u3051\u305f\u5f8c\u306b\u3001\u300c\u5145\u586b\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3068\u3053\u308d\u3067\u5546\u54c1\u304c\u5165\u308a\u3001\u300c\u5c01\u6b62\u300d\u306e\u90e8\u5206\u3067\u5bb9\u5668\u3092\u9589\u3058\u308b\u3068\u3044\u3046\u5de5\u7a0b\u304c\u8868\u73fe\u3055\u308c\u3066\u3044\u308b<\/p>\n<\/div>\n<p><b>\u2015\u2015\u3053\u3046\u3084\u3063\u3066\u898b\u3066\u307f\u308b\u3068\u3001\u8868\u73fe\u3055\u308c\u3066\u3044\u308b\u696d\u52d9\u5de5\u7a0b\u306e\u5358\u4f4d\u306f\u60f3\u50cf\u4ee5\u4e0a\u306b\u5927\u304d\u3044\u3068\u611f\u3058\u307e\u3059\u3002\u300c\u5bb9\u5668\u3092\u9589\u3058\u308b\u300d\u3088\u3046\u306a\u3001\u3088\u308a\u7d30\u304b\u3044\u5358\u4f4d\u304b\u3068\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u5de5\u5834\u306e\u30e9\u30a4\u30f3\u3092\u30a4\u30e1\u30fc\u30b8\u3057\u3066\u3044\u305f\u3060\u304f\u3068\u5206\u304b\u308a\u3084\u3059\u3044\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u3088\u304f\u5de5\u5834\u3067\u300c\u7740\u5b8c\u300d\u3068\u8868\u73fe\u3055\u308c\u308b\u3001\u90e8\u54c1\uff08Material\uff09\u304c\u5230\u7740\u3057\u3066\u5de5\u7a0b\u304c\u5b8c\u4e86\u3059\u308b\u307e\u3067\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u4e2d\u306b\u306f\u3001\u8907\u6570\u306e\u4f5c\u696d\u304c\u5165\u308a\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u4e00\u3064\u3072\u3068\u3064\u306e\u7d30\u304b\u3044\u4f5c\u696d\u3092\u5358\u4f4d\u306b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5de5\u7a0b\u306e\u7740\u5b8c\u3092\u3072\u3068\u3064\u306e\u696d\u52d9\u3068\u3057\u3066\u7ba1\u7406\u3092\u3059\u308b\u3068\u3044\u3046\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u3082\u3061\u308d\u3093\u3001\u81ea\u52d5\u8eca\u306e\u3088\u3046\u306a\u7d44\u7acb\u88fd\u9020*\u00b2\u306e\u5834\u5408\u306f\u3001\u3082\u3063\u3068\u591a\u304f\u306e\u696d\u52d9\u306b\u5206\u89e3\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u8a2d\u5b9a\u3059\u308b\u696d\u52d9\u306e\u5358\u4f4d\u306b\u3064\u3044\u3066\u306f\u3001\u6700\u5c0f\u306e\u4f5c\u696d\u3092\u3042\u308b\u7a0b\u5ea6\u307e\u3068\u3081\u305f\u300c\u30e6\u30cb\u30c3\u30c8\u300d\u306e\u5358\u4f4d\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u304c\u3001\u4f8b\u3048\u3070100\u3042\u308b\u3082\u306e\u309250\u306b\u3057\u305f\u308a30\u306b\u3057\u305f\u308a\u3068\u3001\u3044\u304b\u3088\u3046\u306b\u3082\u30ab\u30b9\u30bf\u30e0\u3067\u304d\u308b\u306e\u3067\u3001\u304a\u5ba2\u3055\u307e\u306e\u72b6\u6cc1\u3084\u5b9f\u73fe\u3057\u305f\u3044\u3053\u3068\u306b\u3088\u3063\u3066\u9752\u4e38\u306e\u6570\u306f\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u7d44\u7acb\u88fd\u9020\u306b\u6bd4\u3079\u308b\u3068\u3001\u30d7\u30ed\u30bb\u30b9\u88fd\u9020*\u00b3\u306f\u3042\u308b\u7a0b\u5ea6\u5927\u304d\u306a\u304f\u304f\u308a\u3067\u696d\u52d9\u3092\u96c6\u7d04\u3067\u304d\u308b\u306e\u3067\u3001\u6570\u3068\u3057\u3066\u306f10\u6570\u500b\u306e\u7bc4\u56f2\u306b\u304a\u3055\u307e\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u306d\u3002IoT\u30b3\u30f3\u30d1\u30b9\u306f\u3082\u3068\u3082\u3068\u7d44\u7acb\u88fd\u9020\u3092\u524d\u63d0\u306b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3092\u30b9\u30bf\u30fc\u30c8\u3057\u305f\u306e\u3067\u3059\u304c\u3001\u6b21\u7b2c\u306b\u30d7\u30ed\u30bb\u30b9\u88fd\u9020\u3067\u306e\u30cb\u30fc\u30ba\u3082\u591a\u304f\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u304d\u305f\u306e\u3067\u3001\u305d\u306e\u3088\u3046\u306a\u6a5f\u80fd\u306b\u6700\u9069\u5316\u3057\u3066\u3044\u3063\u305f\u80cc\u666f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p class=\"well2\" style=\"font-size:small;\">*\u00b2 *\u00b3 \u7d44\u7acb\u88fd\u9020\u3068\u306f\u3001\u96fb\u5b50\u6a5f\u5668\u3084\u7cbe\u5bc6\u6a5f\u68b0\u306e\u3088\u3046\u306a\u90e8\u54c1\u3084\u6750\u6599\u3092\u7d44\u307f\u7acb\u3066\u3066\u5b8c\u6210\u54c1\u3092\u751f\u7523\u3059\u308b\u88fd\u9020\u306e\u3053\u3068\u3092\u6307\u3059\u3002\u4e00\u65b9\u3067\u30d7\u30ed\u30bb\u30b9\u88fd\u9020\u3068\u306f\u3001\u5316\u5b66\u3084\u533b\u85ac\u3001\u92fc\u9244\u3001\u98df\u54c1\u306a\u3069\u3001\u6d41\u4f53\u3092\u539f\u6750\u6599\u3068\u3057\u3001\u5316\u5b66\u53cd\u5fdc\u306b\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u3092\u5411\u4e0a\u3055\u305b\u308b\u88fd\u9020\u306e\u3053\u3068\u3092\u6307\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image15-1.png\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22913\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image15-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image15-1-300x225.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image15-1-768x576.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image15-1-1024x768.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u306a\u308b\u307b\u3069\u3002\u3053\u306e\u3088\u3046\u306b\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3057\u305f\u3082\u306e\u3092\u3001\u5177\u4f53\u7684\u306b\u3069\u3046\u4f7f\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u4f8b\u3048\u3070\u4e2d\u9593\u691c\u67fb\u5de5\u7a0b\u3067\u4f55\u304b\u4e0d\u5177\u5408\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u3001\u307e\u305a\u306f\u3069\u306e\u3088\u3046\u306a\u6761\u4ef6\u3067\u8a72\u5f53\u306e\u4e0d\u5177\u5408\u304c\u767a\u751f\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u8abf\u3079\u3001\u540c\u6642\u306b\u305d\u306e\u5f71\u97ff\u7bc4\u56f2\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u524d\u8005\u306b\u3064\u3044\u3066\u306f\u3001\u6210\u578b\u3092\u3057\u305f\u3068\u304d\u306e\u6e29\u5ea6\u3092\u8abf\u3079\u3066\u3044\u304f\u306a\u3069\u3001\u30c8\u30ec\u30fc\u30b9\u30d0\u30c3\u30af\uff08\u88fd\u54c1\u304b\u3089\u90e8\u54c1\u30fb\u6750\u6599\u30ed\u30c3\u30c8\u306e\u7279\u5b9a\uff09\u3092\u3057\u3066\u3044\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u8aa4\u3063\u305f\u6e29\u5ea6\u3068\u306a\u3063\u3066\u3044\u305f\u30bf\u30a4\u30df\u30f3\u30b0\u304c\u7279\u5b9a\u3067\u304d\u305f\u3068\u3059\u308b\u3068\u3001\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u5468\u8fba\u3067\u51e6\u7406\u3055\u308c\u305f\u5bb9\u5668\u306b\u3082\u540c\u69d8\u306e\u4e0d\u5177\u5408\u304c\u3042\u308b\u3053\u3068\u304c\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002\u305d\u3046\u3084\u3063\u3066\u3001\u3069\u306e\u6bb5\u30dc\u30fc\u30eb\u306b\u5165\u3063\u3066\u3069\u306e\u51fa\u8377\u5148\u3078\u3068\u904b\u3070\u308c\u305f\u304b\u307e\u3067\u3092\u30c8\u30ec\u30fc\u30b9\u30d5\u30a9\u30ef\u30fc\u30c9\uff08\u90e8\u54c1\u30fb\u6750\u6599\u30ed\u30c3\u30c8\u304b\u3089\u5f71\u97ff\u3059\u308b\u88fd\u54c1\u7bc4\u56f2\u306e\u63a2\u67fb\uff09\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30c8\u30ec\u30fc\u30b9\u30d0\u30c3\u30af\u30fb\u30c8\u30ec\u30fc\u30b9\u30d5\u30a9\u30ef\u30fc\u30c9\u306e\u5b9f\u65bd\u3092\u5bb9\u6613\u306b\u3057\u3066\u3001\u8fc5\u901f\u304b\u3064\u9069\u6b63\u306a\u30ea\u30b3\u30fc\u30eb\u7bc4\u56f2\u3092\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u70b9\u304c\u3001IoT\u30b3\u30f3\u30d1\u30b9\u5c0e\u5165\u306e\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u306e\u3072\u3068\u3064\u306b\u306a\u308a\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u3001\u54c1\u8cea\u306e\u5411\u4e0a\u306b\u3082\u5927\u304d\u304f\u5bc4\u4e0e\u3059\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u4ed6\u306b\u3082\u3001\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u3092\u5fdc\u7528\u3057\u3066\u3001\u30ab\u30fc\u30dc\u30f3\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u306b\u5411\u3051\u305fCO2\u6392\u51fa\u91cf\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u4f5c\u308b\u5de5\u7a0b\u3067\u767a\u751f\u3059\u308bCO2\u6392\u51fa\u91cf\u306f\u3082\u3061\u308d\u3093\u3001\u305d\u306e\u305f\u3081\u306e\u96fb\u6c17\u3092\u767a\u96fb\u3059\u308b\u305f\u3081\u306e\u6392\u51fa\u91cf\u3001\u8abf\u9054\u3057\u305f\u90e8\u54c1\u4e00\u3064\u3072\u3068\u3064\u3092\u4f5c\u308b\u3068\u304d\u306e\u6392\u51fa\u91cf\u3001\u305d\u3057\u3066\u88fd\u54c1\u3092\u4f7f\u3046\u969b\u306e\u6392\u51fa\u91cf\u306a\u3069\u3001\u88fd\u54c1\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u306b\u304a\u3051\u308bCO2\u6392\u51fa\u91cf\u306e\u78ba\u8a8d\u3068\u3057\u3066\u3082\u3054\u6d3b\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u304c\u5b9f\u73fe\u3059\u308b\u3068\u3001\u6d3b\u7528\u306e\u5e45\u304c\u5e83\u304c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002\u3061\u306a\u307f\u306b\u3001\u304a\u5ba2\u3055\u307e\u3054\u3068\u306b\u3053\u308c\u3089\u306e\u696d\u52d9\u3092\u53ef\u8996\u5316\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u6bce\u56de\u6642\u9593\u304c\u304b\u304b\u308b\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u8fba\u308a\u306e\u8ca0\u8377\u306f\u3069\u3046\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u4f8b\u3048\u3070PCBA\uff08\u30d7\u30ea\u30f3\u30c8\u56de\u8def\u57fa\u677f\u30a2\u30bb\u30f3\u30d6\u30ea\uff09\u306e\u5de5\u7a0b\u306b\u3064\u3044\u3066\u306f\u3001EMS\uff08\u200b\u200b\u96fb\u5b50\u6a5f\u5668\u306e\u53d7\u8a17\u751f\u7523\uff09\u304c\u76db\u3093\u3067\u3042\u308b\u3053\u3068\u306b\u9451\u307f\u3066\u3082\u3001\u3042\u308b\u7a0b\u5ea6\u5de5\u7a0b\u304c\u6a19\u6e96\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u5148\u307b\u3069\u3054\u89a7\u3044\u305f\u3060\u3044\u305f\u9752\u3044\u4e38\u306e\u4e26\u3073\u304c\u3001\u3042\u308b\u7a0b\u5ea6\u540c\u3058\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u305d\u306e\u3088\u3046\u306a\u6a19\u6e96\u5316\u304c\u306a\u3055\u308c\u3066\u3044\u308b\u5de5\u7a0b\u306b\u3064\u3044\u3066\u306f\u88fd\u9020\u30e2\u30c7\u30eb\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u6a19\u6e96API\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3082\u9032\u3081\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image16-1.png\" alt=\"\" width=\"1999\" height=\"1119\" class=\"alignnone size-full wp-image-22914\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image16-1.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image16-1-300x168.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image16-1-768x430.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image16-1-1024x573.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<h2><span id=\"i-2\">\u5de5\u5834\u3092\u8d85\u3048\u305f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u306e\u6700\u9069\u5316\u306b\u3082\u30c1\u30e3\u30ec\u30f3\u30b8\u4e2d<\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image17.png\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22915\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image17.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image17-300x225.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image17-768x576.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image17-1024x768.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u3053\u3053\u307e\u3067\u6559\u3048\u3066\u3044\u305f\u3060\u3044\u305f\u300cIoT\u30b3\u30f3\u30d1\u30b9\u300d\u3092\u306f\u3058\u3081\u3001\u7686\u3055\u307e\u304c\u643a\u308f\u3063\u3066\u3044\u308bDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63d0\u4f9b\u3092\u901a\u3058\u3066\u3001\u3081\u3056\u3055\u308c\u3066\u3044\u308b\u30b4\u30fc\u30eb\u306b\u3064\u3044\u3066\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u88fd\u9020\u696d\u306b\u9650\u3063\u305f\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5c11\u5b50\u9ad8\u9f62\u5316\u3084\u6280\u8853\u627f\u7d99\u306a\u3069\u306e\u5927\u304d\u306a\u8ab2\u984c\u3078\u306e\u5bfe\u7b56\u3092\u8003\u3048\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308b\u304b\u3089\u3053\u305d\u3001\u5de5\u5834\u306e\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u3066\u751f\u7523\u6027\u3092\u4e0a\u3052\u3066\u3044\u304b\u306d\u3070\u306a\u3089\u306a\u3044\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u3069\u3093\u3069\u3093\u6d3b\u7528\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4eba\u3005\u306e\u55dc\u597d\u306e\u591a\u69d8\u5316\u306b\u4f34\u3046\u300c\u591a\u54c1\u7a2e\u5c11\u91cf\u751f\u7523\u300d\u306e\u30c8\u30ec\u30f3\u30c9\u3082\u7121\u8996\u3067\u304d\u307e\u305b\u3093\u3002\u300c\u305f\u304f\u3055\u3093\u4f5c\u308c\u3070\u826f\u3044\u300d\u3068\u3044\u3046\u6642\u4ee3\u304b\u3089\u4e00\u5909\u3057\u3066\u3001\u300c\u6c42\u3081\u3089\u308c\u305f\u3082\u306e\u3092\u5fc5\u8981\u306a\u6570\u3060\u3051\u751f\u7523\u3059\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u304c\u8981\u6c42\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3001\u3088\u308a\u96e3\u5ea6\u304c\u9ad8\u3044\u4e16\u754c\u306b\u306a\u308b\u3068\u60f3\u50cf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5927\u304d\u304f\u6025\u6fc0\u306a\u5909\u5316\u304c\u6c42\u3081\u3089\u308c\u308b\u6642\u4ee3\u306b\u304a\u3044\u3066\u52b9\u7387\u5316\u3092\u9032\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u3092\u300c\u5206\u304b\u308b\u5f62\u300d\u3067\u53d6\u308a\u51fa\u3057\u3066\u5206\u6790\u3092\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u308f\u3051\u3067\u3001\u305d\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3082\u6d3b\u7528\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u5de5\u5834\u4ee5\u5916\u3067\u306e\u6d3b\u7528\u3068\u3057\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u3082\u540c\u3058\u3088\u3046\u306a\u72b6\u6cc1\u306b\u9665\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3053\u3092\u3064\u306a\u3052\u308b\u3053\u3068\u3067\u3055\u3089\u306b\u5e83\u7bc4\u306a\u5168\u4f53\u6700\u9069\u3092\u5b9f\u73fe\u3067\u304d\u306a\u3044\u304b\u3068\u3044\u3046\u89b3\u70b9\u3067\u53d6\u308a\u7d44\u307f\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u6628\u4eca\u3067\u306f\u30b3\u30ed\u30ca\u798d\u306b\u3088\u308b\u8abf\u9054\u96e3\u306e\u6d41\u308c\u304c\u3042\u308b\u306e\u3067\u3001\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3067\u6700\u9069\u5316\u3057\u306a\u3044\u3053\u3068\u306b\u306f\u554f\u984c\u89e3\u6c7a\u306b\u3064\u306a\u304c\u3089\u306a\u3044\u3053\u3068\u3082\u591a\u304f\u306a\u3063\u3066\u3044\u308b\u3068\u611f\u3058\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u3067\u8003\u3048\u308b\u3068\u30c8\u30c3\u30d7\u30c0\u30a6\u30f3\u3058\u3083\u306a\u3044\u3068\u3046\u307e\u304f\u9032\u307f\u307e\u305b\u3093\u3057\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u611f\u3068\u3057\u3066\u3082\u4e2d\u671f\u7d4c\u55b6\u8a08\u753b\u306e\u30b9\u30d1\u30f3\u3067\u6349\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><b>\u2015\u2015DX\u306f\u3053\u3053\u6570\u5e74\u3067\u968f\u5206\u3068\u5fc5\u8981\u6027\u304c\u53eb\u3070\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u5b9f\u969b\u306b\u304a\u5ba2\u3055\u307e\u306b\u5909\u5316\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/b><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u300cDX\u3092\u3084\u3089\u306d\u3070\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u610f\u8b58\u306f\u660e\u78ba\u306b\u304a\u6301\u3061\u306a\u306e\u3067\u3059\u304c\u3001\u4f55\u304b\u3089\u624b\u3092\u3064\u3051\u308c\u3070\u826f\u3044\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u3001\u5b9f\u969b\u306b\u81ea\u793e\u306e\u4e2d\u3067\u3069\u3053\u307e\u3067\u3084\u308c\u3066\u3044\u308b\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u304a\u5ba2\u3055\u307e\u306f\u591a\u3044\u3067\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308b\u306b\u3057\u3066\u3082\u3001\u4e2d\u9577\u671f\u7684\u306a\u76ee\u6a19\u3092\u4f5c\u3063\u3066\u304b\u3089\u3067\u306a\u3044\u3068\u672c\u8cea\u7684\u306a\u52b9\u679c\u306b\u3064\u306a\u304c\u308a\u307e\u305b\u3093\u3002\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3042\u308a\u304d\u3067\u306f\u306a\u304f\u3001\u307e\u305a\u306f\u3057\u3063\u304b\u308a\u3068\u76ee\u6a19\u3092\u5b9a\u3081\u3066\u3001\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u3072\u3068\u3064\u306e\u624b\u6bb5\u3068\u3057\u3066\u69d8\u3005\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u304b\u3089\u6700\u9069\u306a\u3082\u306e\u3092\u9078\u629e\u3057\u3066\u76ee\u6a19\u9054\u6210\u3057\u3066\u3044\u304f\u3068\u3044\u3046\u90e8\u5206\u3092\u4e00\u7dd2\u306b\u8003\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"i-3\">\u65e5\u7acb\u306b\u306f\u3001\u793e\u5185\u306b\u65b0\u3057\u3044\u30c8\u30e9\u30a4\u30a2\u30eb\u306e\u5834\u304c\u305f\u304f\u3055\u3093\u3042\u308b<\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image18.jpg\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22916\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image18.jpg 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image18-300x225.jpg 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image18-768x576.jpg 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image18-1024x768.jpg 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u7686\u3055\u307e\u306e\u30ad\u30e3\u30ea\u30a2\u3068\u65e5\u7acb\u88fd\u4f5c\u6240\u3068\u3044\u3046\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u3064\u3044\u3066\u3082\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u307e\u305a\u306f\u3001\u4eca\u5f8c\u65e5\u7acb\u3067\u3081\u3056\u3057\u305f\u3044\u3053\u3068\u3084\u30ad\u30e3\u30ea\u30a2\u306b\u3064\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u79c1\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u5165\u793e\u3057\u3066\u30012016\u5e74\u306eDX\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u90e8\u968a\u3078\u306e\u7570\u52d5\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f90\u3005\u306b\u696d\u52d9\u306e\u4e2d\u3067\u6226\u7565\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u304f\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u304c\u81ea\u5206\u306b\u3059\u3054\u304f\u5408\u3063\u3066\u3044\u308b\u306a\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u300c\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308a\u307e\u3059\u300d\u3068\u3044\u3046\u6642\u4ee3\u3067\u306f\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u304b\u3089\u3053\u305d\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u30b3\u30a2\u306b\u7f6e\u304d\u306a\u304c\u3089\u696d\u52d9\u3084\u4e8b\u696d\u6226\u7565\u306b\u95a2\u308f\u308b\u30b9\u30c8\u30e9\u30c6\u30b8\u30b9\u30c8\u3068\u3057\u3066\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u6b69\u307f\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u79c1\u306f\u7523\u696d\u7cfbSE\u3068\u3057\u3066\u4e00\u901a\u308a\u306e\u7d4c\u9a13\u3092\u3057\u3066\u304d\u305f\u306e\u3067\u3059\u304c\u3001\u307e\u3060\u5468\u56f2\u306e\u7d4c\u9a13\u3084\u30ce\u30a6\u30cf\u30a6\u304c\u5341\u5206\u306b\u63c3\u3063\u3066\u3044\u306a\u3044\u672a\u77e5\u306e\u9818\u57df\uff08DX\u3001IoT\uff09\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u305f\u3044\u3068\u3044\u3046\u601d\u3044\u3092\u5e38\u306b\u6301\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u5148\u307b\u3069\u963f\u90e8\u3055\u3093\u304c\u304a\u3063\u3057\u3083\u3063\u305f\u901a\u308a\u3001\u304a\u5ba2\u3055\u307e\u3092\u53d6\u308a\u5dfb\u304f\u74b0\u5883\u304c\u5927\u304d\u304f\u5909\u308f\u3063\u3066\u3044\u308b\u72b6\u6cc1\u3060\u304b\u3089\u3053\u305d\u3001\u5f15\u304d\u7d9a\u304d\u3053\u306e\u9818\u57df\u3067\u306e\u77e5\u898b\u3092\u6e9c\u3081\u3066\u304a\u5ba2\u3055\u307e\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u3082\u3068\u3082\u3068\u30b5\u30fc\u30d0\u30fc\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u95a2\u4fc2\u306e\u3053\u3068\u3092\u3084\u3063\u3066\u3044\u305f\u3053\u3068\u3082\u3042\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u306f\u3053\u3060\u308f\u308a\u304c\u3042\u308a\u307e\u3059\u3057\u3001\u30c7\u30fc\u30bf\u8996\u70b9\u3067\u304a\u5ba2\u3055\u307e\u3068\u8a71\u3059\u3053\u3068\u3067\u521d\u3081\u3066\u5206\u304b\u308b\u3053\u3068\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u4e2d\u3067\u3001\u6539\u3081\u3066\u65e5\u7acb\u306e\u5f37\u307f\u3092\u611f\u3058\u3066\u3044\u308b\u304b\u3089\u3053\u305d\u3001\u696d\u52d9\u306e\u6700\u9069\u5316\u306b\u3064\u306a\u304c\u308b\u63d0\u6848\u3092\u3069\u3093\u3069\u3093\u3057\u3066\u3044\u304d\u305f\u3044\u306a\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><b>\u2015\u2015\u3044\u307e\u300c\u65e5\u7acb\u306e\u5f37\u307f\u300d\u3068\u8868\u73fe\u3055\u308c\u307e\u3057\u305f\u304c\u3001\u7686\u3055\u307e\u304c\u611f\u3058\u308b\u65e5\u7acb\u306e\u5f37\u307f\u306f\u3069\u306e\u3088\u3046\u306a\u3068\u3053\u308d\u3067\u3057\u3087\u3046\u304b\uff1f <\/b><\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u3084\u308a\u305f\u3044\u4ed5\u4e8b\u3092\u5b9f\u969b\u306b\u3084\u308c\u308b\u3068\u3044\u3046\u3068\u3053\u308d\u3067\u3059\u306d\u3002\u5f53\u7136\u3001\u610f\u601d\u8868\u793a\u3068\u5b9f\u7e3e\u306f\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u4e00\u3064\u3072\u3068\u3064\u306e\u4e8b\u696d\u306f\u5927\u304d\u3044\u3082\u306e\u304b\u3089\u5c0f\u3055\u3044\u3082\u306e\u307e\u3067\u591a\u5c90\u306b\u308f\u305f\u308b\u306e\u3067\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30c1\u30e3\u30f3\u30b9\u3082\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u4eca\u306e\u304a\u8a71\u306b\u4ed8\u968f\u3057\u3066\u3001\u69d8\u3005\u306a\u4eba\u304c\u3044\u308b\u3053\u3068\u304c\u5f37\u307f\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u88fd\u9020\u8a2d\u5099\u304b\u3089ERP\u3001\u4eba\u8ca1\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u69d8\u3005\u306a\u4e8b\u696d\u9818\u57df\u304c\u3042\u3063\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u304c\u793e\u5185\u306b\u63c3\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u56f0\u3063\u305f\u3068\u304d\u306b\u76f8\u8ac7\u3092\u3059\u308b\u3068\u3001\u7686\u3055\u3093\u5feb\u304f\u5fdc\u3048\u3066\u304f\u308c\u307e\u3059\u3002\u65e5\u7acb\u306e\u793e\u54e1\u306f\u8aa0\u5b9f\u3067\u771f\u9762\u76ee\u306a\u4eba\u304c\u591a\u3044\u306e\u3067\u3001\u7a4d\u6975\u7684\u306b\u9023\u643a\u3092\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u3088\u308a\u4fa1\u5024\u3042\u308b\u3082\u306e\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3068\u65e5\u3005\u5b9f\u611f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u3042\u3068\u306f\u3001\u793e\u5185\u306b\u65b0\u3057\u3044\u30c8\u30e9\u30a4\u30a2\u30eb\u306e\u5834\u304c\u305f\u304f\u3055\u3093\u3042\u308b\u3053\u3068\u3082\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u306d\u3002\u53e4\u6a4b\u3055\u3093\u304c\u304a\u3063\u3057\u3083\u308b\u901a\u308a\u3001\u4e8b\u696d\u9818\u57df\u304c\u591a\u5c90\u306b\u308f\u305f\u308b\u306e\u3067\u3001\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u542b\u3081\u3066\u5148\u9032\u7684\u306a\u3053\u3068\u3092\u8a66\u305b\u308b\u6a5f\u4f1a\u304c\u591a\u304f\u3042\u308b\u3053\u3068\u306f\u3001\u65b0\u898f\u4e8b\u696d\u3092\u4f5c\u308b\u4e0a\u3067\u5927\u304d\u306a\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u3060\u3068\u611f\u3058\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image19.png\" alt=\"\" width=\"1999\" height=\"1500\" class=\"alignnone size-full wp-image-22917\" srcset=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image19.png 1999w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image19-300x225.png 300w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image19-768x576.png 768w, https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image19-1024x768.png 1024w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p><b>\u2015\u2015\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u305d\u308c\u3067\u306f\u6700\u5f8c\u306b\u3001\u8aad\u8005\u306e\u7686\u3055\u307e\u306b\u4e00\u8a00\u305a\u3064\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u304a\u9858\u3044\u3057\u307e\u3059\uff01<\/b><\/p>\n<p><span style=\"color: #55c500;\"><b>\u963f\u90e8 : <\/b><\/span>\u79c1\u306e\u30ad\u30e3\u30ea\u30a2\u304c\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3078\u3068\u5e83\u304c\u3063\u3066\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u305d\u306e\u4eba\u306e\u5fd7\u5411\u6027\u306b\u4f75\u305b\u305f\u30ad\u30e3\u30ea\u30a2\u5c55\u958b\u3092\u3057\u3084\u3059\u3044\u4f1a\u793e\u3060\u3068\u601d\u3046\u306e\u3067\u3001\u305c\u3072\u30c1\u30e3\u30ec\u30f3\u30b8\u7cbe\u795e\u65fa\u76db\u306a\u65b9\u306b\u6765\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #197fe6;\"><b>\u4e0a\u6728 : <\/b><\/span>\u4eca\u306f\u591a\u69d8\u6027\u306e\u4e16\u306e\u4e2d\u3067\u3059\u304b\u3089\u3001\u3054\u81ea\u8eab\u306e\u8ef8\u3068\u306a\u308b\u6280\u8853\u3084\u30b9\u30ad\u30eb\u3092\u3057\u3063\u304b\u308a\u3068\u78ba\u7acb\u3055\u308c\u305f\u4e0a\u3067\u3001\u305c\u3072\u69d8\u3005\u306a\u3053\u3068\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u3044\u305f\u3060\u3051\u305f\u3089\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #ff6600;\"><b>\u53e4\u6a4b : <\/b><\/span>\u65e5\u7acb\u306fIT\u306b\u3082OT\u306b\u3082\u975e\u5e38\u306b\u5f37\u3044\u4f1a\u793e\u3060\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5b9f\u969b\u306b\u4eca\u8d77\u304d\u3066\u3044\u308b\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3066\u3044\u304f\u3068\u3044\u3046\u89b3\u70b9\u3067\u3082\u56fd\u5185\u6709\u6570\u306e\u4f1a\u793e\u3060\u3068\u601d\u3046\u306e\u3067\u3001IT \u00d7 OT\u9818\u57df\u306b\u8208\u5473\u306e\u3042\u308b\u4eba\u306f\u305c\u3072\u5165\u793e\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n<h4><strong>\u7de8\u96c6\u5f8c\u8a18<\/strong><\/h4>\n<p class=\"well\">\u4eca\u56de\u53d6\u6750\u3092\u3057\u3066\u611f\u3058\u305f\u306e\u306f\u3001\u304a\u8a71\u3092\u4f3a\u3063\u305f3\u540d\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u975e\u5e38\u306b\u306a\u3081\u3089\u304b\u3067\u3001\u30c1\u30fc\u30e0\u9023\u643a\u304c\u3068\u3066\u3082\u3046\u307e\u304f\u3044\u3063\u3066\u3044\u308b\u3060\u308d\u3046\u306a\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u79c1\u81ea\u8eab\u3001DX\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u554f\u984c\u89e3\u6c7a\u3078\u306e\u63d0\u6848\u304a\u3088\u3073\u5c0e\u5165\u6d3b\u52d5\u306b\u304a\u3044\u3066\u306f\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u5b8c\u6210\u5ea6\u306f\u3082\u3068\u3088\u308a\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u540c\u58eb\u306e\u5186\u6ed1\u3067\u7387\u76f4\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4e0d\u53ef\u6b20\u3060\u3068\u611f\u3058\u3066\u3044\u308b\u304b\u3089\u3053\u305d\u3001\u4eca\u56de\u306e\u30c1\u30fc\u30e0\u306f\u975e\u5e38\u306b\u3046\u307e\u304f\u6a5f\u80fd\u3055\u308c\u3066\u3044\u308b\u3093\u3060\u308d\u3046\u306a\u3068\u611f\u3058\u305f\u6b21\u7b2c\u3067\u3059\u3002\u88fd\u9020\u696d\u3068\u3044\u3046\u3001\u65e5\u672c\u7d4c\u6e08\u306e\u8981\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u30df\u30c3\u30b7\u30e7\u30f3\u3092\u62c5\u3046\u5b58\u5728\u3068\u3057\u3066\u3001\u975e\u5e38\u306b\u30c6\u30f3\u30b7\u30e7\u30f3\u306e\u4e0a\u304c\u308b\u53d6\u6750\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p style=\"text-align: right;\">\u53d6\u6750\uff0f\u6587\uff1a\u9577\u5ca1\u6b66\u53f8<br \/>\n\u64ae\u5f71\uff1a\u5e73\u8218\u5e73<\/p>\n<hr \/>\n<div style=\"padding: 0em 1em; margin: 1em 0; border: solid 3px #27ae60;\">\n<p style=\"text-align: center; font-size: 150%; margin-top: 5px; margin-bottom: 20px;\"><strong>\u793e\u4f1a\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b \u65e5\u7acb\u306e\u4eba\u3068\u30ad\u30e3\u30ea\u30a2\u3092\u77e5\u308b\u30e1\u30c7\u30a3\u30a2<br \/>\n\u300cHitachi Next Stories\u300d\u516c\u958b\u4e2d\uff01<\/strong><\/p>\n<p style=\"text-align: center;\">\u65e5\u7acb\u3067\u306f\u793e\u4f1a\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u672a\u6765\u3078\u5411\u3051\u3066\u6311\u6226\u3057\u7d9a\u3051\u308b\u793e\u54e1\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u8a18\u4e8b\u3092\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059<br \/>\n<a class=\"q_button sz_l bt_green\" href=\"https:\/\/www.hitachi.com\/ja-jp\/recruit\/next-stories\/\" rel=\"noopener\" target=\"_blank\" onclick=\"gtag('event', 'Click', {'event_category': '202208-hitachi','event_label': 'next-stories'});\"><strong>Hitachi Next Stories\u3078<\/strong><\/a><\/p>\n<p style=\"text-align: center; font-size: 150%; margin-top: 5px; margin-bottom: 20px;\"><strong>\u300cQiita\u00d7HITACHI\u300dAI\/\u30c7\u30fc\u30bf\u00d7\u793e\u4f1a\u8ab2\u984c\u89e3\u6c7a \u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30a4\u30c8\u516c\u958b\u4e2d\uff01<\/strong><\/p>\n<p style=\"text-align: center;\">\u300cQiita\u00d7HITACHI\u300dAI\/\u30c7\u30fc\u30bf\u00d7\u793e\u4f1a\u8ab2\u984c\u89e3\u6c7a \u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30a4\u30c8\u516c\u958b\u4e2d\uff01<br \/>\n\u65e5\u7acb\u88fd\u4f5c\u6240\u306e\u6700\u65b0\u6280\u8853\u60c5\u5831\u3084\u53d6\u308a\u7d44\u307f\u4e8b\u4f8b\u306a\u3069\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059<br \/>\n<a class=\"q_button sz_l bt_green\" href=\"https:\/\/qiita.com\/official-campaigns\/hitachi-2020\" target=\"_blank\" rel=\"noopener noreferrer\" onclick=\"gtag('event', 'Click', {'event_category': '202208-hitachi','event_label': 'official-campaigns'});\"><b>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30a4\u30c8\u3078<\/b><\/a><\/p>\n<p style=\"text-align: center;font-size:150%;margin-top:5px;margin-bottom:20px;\"><strong>\u65e5\u7acb\u88fd\u4f5c\u6240 \u30ad\u30e3\u30ea\u30a2\u63a1\u7528\u5b9f\u65bd\u4e2d\uff01<\/strong><\/p>\n<p style=\"text-align: center;\">\u7d20\u6750\u7523\u696d\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u88fd\u9020\u696d\u5411\u3051\u306bDX\u30fbAI\u4e8b\u696d\u3092\u727d\u5f15\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\/\u30ea\u30fc\u30c0\u30fc<br \/><a class=\"q_button sz_l bt_green\" href=\"https:\/\/hitachi.jposting.net\/u\/job.phtml?job_code=695\" target=\"_blank\" onclick=\"gtag('event', 'Click', {'event_category': '202208-hitachi','event_label': 'job_code=695'});\" rel=\"noopener noreferrer\"><strong>\u52df\u96c6\u8077\u7a2e\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/strong><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u672c\u306e\u5c4b\u53f0\u9aa8\u3092\u652f\u3048\u308b\u88fd\u9020\u696d\u306f\u3001\u9577\u5e74\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u975e\u5e38\u306b\u52b9\u7387\u7684\u306a\u5de5\u7a0b\u7ba1\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u305b\u3063\u304b\u304f\u306e\u73fe\u5834\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u3092\u696d\u754c\u5168\u4f53\u3067\u62b1\u3048\u3066\u3044\u307e\u3059\u3002 \u4eca\u56de\u306f\u3001\u305d\u3093\u306a\u88fd\u9020\u696d\u306eDX\u3092\u63a8\u9032\u3059 [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":22925,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[122,43],"tags":[141,159],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f - Qiita Zine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f - Qiita Zine\" \/>\n<meta property=\"og:description\" content=\"\u65e5\u672c\u306e\u5c4b\u53f0\u9aa8\u3092\u652f\u3048\u308b\u88fd\u9020\u696d\u306f\u3001\u9577\u5e74\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u975e\u5e38\u306b\u52b9\u7387\u7684\u306a\u5de5\u7a0b\u7ba1\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u305b\u3063\u304b\u304f\u306e\u73fe\u5834\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u3092\u696d\u754c\u5168\u4f53\u3067\u62b1\u3048\u3066\u3044\u307e\u3059\u3002 \u4eca\u56de\u306f\u3001\u305d\u3093\u306a\u88fd\u9020\u696d\u306eDX\u3092\u63a8\u9032\u3059 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/\" \/>\n<meta property=\"og:site_name\" content=\"Qiita Zine\" \/>\n<meta property=\"article:published_time\" content=\"2022-08-19T02:00:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-09T06:29:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"400\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"atobe\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"atobe\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"29\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/\",\"url\":\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/\",\"name\":\"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f - Qiita Zine\",\"isPartOf\":{\"@id\":\"https:\/\/qiita.com\/official-columns\/#website\"},\"datePublished\":\"2022-08-19T02:00:15+00:00\",\"dateModified\":\"2026-04-09T06:29:48+00:00\",\"author\":{\"@id\":\"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726\"},\"breadcrumb\":{\"@id\":\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\/\/qiita.com\/official-columns\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/qiita.com\/official-columns\/#website\",\"url\":\"https:\/\/qiita.com\/official-columns\/\",\"name\":\"Qiita Zine\",\"description\":\"Dear Great Hackers\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/qiita.com\/official-columns\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726\",\"name\":\"atobe\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g\",\"caption\":\"atobe\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f - Qiita Zine","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/","og_locale":"ja_JP","og_type":"article","og_title":"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f - Qiita Zine","og_description":"\u65e5\u672c\u306e\u5c4b\u53f0\u9aa8\u3092\u652f\u3048\u308b\u88fd\u9020\u696d\u306f\u3001\u9577\u5e74\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u975e\u5e38\u306b\u52b9\u7387\u7684\u306a\u5de5\u7a0b\u7ba1\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u305b\u3063\u304b\u304f\u306e\u73fe\u5834\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u6d3b\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u3092\u696d\u754c\u5168\u4f53\u3067\u62b1\u3048\u3066\u3044\u307e\u3059\u3002 \u4eca\u56de\u306f\u3001\u305d\u3093\u306a\u88fd\u9020\u696d\u306eDX\u3092\u63a8\u9032\u3059 [&hellip;]","og_url":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/","og_site_name":"Qiita Zine","article_published_time":"2022-08-19T02:00:15+00:00","article_modified_time":"2026-04-09T06:29:48+00:00","og_image":[{"width":400,"height":300,"url":"https:\/\/qiita.com\/official-columns\/wp-content\/uploads\/2022\/08\/image1-1.png","type":"image\/png"}],"author":"atobe","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"atobe","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"29\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/","url":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/","name":"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f - Qiita Zine","isPartOf":{"@id":"https:\/\/qiita.com\/official-columns\/#website"},"datePublished":"2022-08-19T02:00:15+00:00","dateModified":"2026-04-09T06:29:48+00:00","author":{"@id":"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726"},"breadcrumb":{"@id":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/qiita.com\/official-columns\/interview\/202208-hitachi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/qiita.com\/official-columns\/"},{"@type":"ListItem","position":2,"name":"\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7740\u76ee\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3067\u88fd\u9020\u696dDX\u3092\u52a0\u901f\uff01\u65e5\u7acb\u306e\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u3068\u306f"}]},{"@type":"WebSite","@id":"https:\/\/qiita.com\/official-columns\/#website","url":"https:\/\/qiita.com\/official-columns\/","name":"Qiita Zine","description":"Dear Great Hackers","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/qiita.com\/official-columns\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/6cfe66de77f34aba91cbc5db71401726","name":"atobe","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/qiita.com\/official-columns\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/279c639d0f89416a24189929329bbb1e?s=96&d=mm&r=g","caption":"atobe"}}]}},"_links":{"self":[{"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/posts\/22918"}],"collection":[{"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/comments?post=22918"}],"version-history":[{"count":23,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/posts\/22918\/revisions"}],"predecessor-version":[{"id":34861,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/posts\/22918\/revisions\/34861"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/media\/22925"}],"wp:attachment":[{"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/media?parent=22918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/categories?post=22918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qiita.com\/official-columns\/wp-json\/wp\/v2\/tags?post=22918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}