{"id":1973,"date":"2025-05-12T00:00:00","date_gmt":"2025-05-11T15:00:00","guid":{"rendered":"https:\/\/isz-air.site\/air\/column\/1973\/"},"modified":"2026-05-15T19:18:57","modified_gmt":"2026-05-15T10:18:57","slug":"%e3%83%88%e3%83%a9%e3%83%83%e3%82%af%e3%81%ae%e7%a8%bc%e5%83%8d%e7%8e%87%e3%81%a8%e3%81%af%ef%bc%9f%e3%83%84%e3%83%bc%e3%83%ab%e3%81%ab%e3%82%88%e3%82%8b%e8%a8%88%e7%ae%97%e6%96%b9%e6%b3%95%e3%80%81","status":"publish","type":"column","link":"https:\/\/www.isz.co.jp\/air\/column\/1973\/","title":{"rendered":"\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387\u3068\u306f\uff1f\u30c4\u30fc\u30eb\u306b\u3088\u308b\u8a08\u7b97\u65b9\u6cd5\u3001\u7a3c\u50cd\u7387\u3092\u4e0a\u3052\u308b\u5de5\u592b\u3082"},"content":{"rendered":"\n<p><strong>2024\u5e74\u554f\u984c<\/strong>\u306b\u3088\u3063\u3066<strong>\u30c8\u30e9\u30c3\u30af\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u52b4\u50cd\u6642\u9593\u898f\u5236<\/strong>\u304c\u53b3\u3057\u304f\u306a\u308b\u4e2d\u3001<strong>\u9650\u3089\u308c\u305f\u30ea\u30bd\u30fc\u30b9\u3067\u6700\u5927\u306e\u52b9\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u7a3c\u50cd\u7387\u306e\u5411\u4e0a\u306f\u6b20\u304b\u305b\u307e\u305b\u3093<\/strong>\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001<strong>\u30c8\u30e9\u30c3\u30af\u306b\u304a\u3051\u308b\u7a3c\u50cd\u7387\u306e\u6982\u8981<\/strong>\u3084<strong>\u7a3c\u50cd\u7387\u3092\u4e0a\u3052\u308b\u65b9\u6cd5<\/strong>\u3001<strong>\u7a3c\u50cd\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u30e1\u30ea\u30c3\u30c8<\/strong>\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e94\u5341\u9234\u682a\u5f0f\u4f1a\u793e\u306e\u300c<a 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src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXdKiDTUGoX6eC4eCVgEHS-KQ648-YVPtKUhrKTrDtwQr7Mm38bAL1mc6iB8pGXVENC3cSQxnegDs0n4qdrM4FVtj74qQWkbd0WOy8Rx_-_3QcHN0l2BpZSHXQAoYjopIMJD0l8w?key=uECkzVfdlF9ktzz_PDZP33Jo\" alt=\"\" style=\"width:694px;height:auto\"\/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www2.kaiyodai.ac.jp\/~kurokawa\/study\/thesis\/201103\/ns2010a.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www2.kaiyodai.ac.jp\/~kurokawa\/study\/thesis\/201103\/ns2010a.pdf<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong><span class=\"swl-marker mark_orange\">\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387<\/span><\/strong>\u3068\u306f\u3001\u30c8\u30e9\u30c3\u30af\u304c\u5229\u7528\u53ef\u80fd\u306a\u7dcf\u6642\u9593\u306b\u5bfe\u3057\u3066\u5b9f\u969b\u306b<strong><span class=\"swl-marker 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class=\"is-style-icon_announce\"><strong>\u7406\u8ad6\u4e0a\u306f\u7a3c\u50cd\u7387100\uff05\u304c\u6700\u3082\u52b9\u7387\u7684\u3067\u3059\u304c<\/strong>\u3001\u7269\u6d41\u696d\u754c\u306b\u304a\u3044\u3066\u306f\u9ad8\u3051\u308c\u3070\u9ad8\u3044\u307b\u3046\u304c\u3088\u3044\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306b\u7269\u6d41\u696d\u754c\u3067\u306e\u7a3c\u50cd\u7387\u306f70\uff05\u4ee5\u4e0a\u3001\u53ef\u80fd\u3067\u3042\u308c\u307080\uff05\u3092\u76ee\u6307\u3059\u6307\u6a19\u304c\u591a\u3044\u3088\u3046\u3067\u3059\u3002<br>\u3061\u306a\u307f\u306b\u6b8b\u308a\u306e20\uff5e30\uff05\u306f\u3001\u4e88\u5099\u3068\u3057\u3066\u6b8b\u305b\u308b\u3088\u3046\u306b\u3059\u3079\u304d\u3060\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001<strong>\u6708\u9593\u7a3c\u50cd\u6642\u9593\u304c160\u6642\u9593<\/strong>\u306e\u3068\u3053\u308d\u3001<strong>\u5b9f\u969b\u306b\u306f200\u6642\u9593\u3082\u30c8\u30e9\u30c3\u30af\u3092\u7a3c\u50cd\u3055\u305b\u3066\u3044\u308b\u5834\u5408<\/strong>\u306a\u3069\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u52b4\u50cd\u6642\u9593\u304c\u904e\u5270\u306b\u306a\u308b\u3053\u3068\u3067<strong>\u75b2\u52b4\u84c4\u7a4d<\/strong>\u3084<strong>\u5b89\u5168\u6027\u306e\u4f4e\u4e0b<\/strong>\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001<strong>\u8eca\u4e21\u81ea\u4f53\u306b\u3082\u904e\u5ea6\u306a\u8ca0\u8377<\/strong>\u304c\u304b\u304b\u308a\u3001<strong>\u6545\u969c\u30ea\u30b9\u30af\u306e\u5897\u52a0<\/strong>\u3084<strong>\u8010\u7528\u5e74\u6570\u306e\u77ed\u7e2e<\/strong>\u3092\u62db\u304f\u6050\u308c\u3082\u3042\u308a\u307e\u3059\u3002<br>\u3055\u3089\u306b\u3001<strong>\u4e88\u671f\u305b\u306c\u8f38\u9001\u9700\u8981<\/strong>\u3084<strong>\u7dca\u6025\u914d\u9001<\/strong>\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u4f59\u88d5\u304c\u306a\u304f\u306a\u308a\u3001<strong>\u9867\u5ba2\u5bfe\u5fdc\u306e\u67d4\u8edf\u6027<\/strong>\u3082\u5931\u308f\u308c\u3066\u3057\u307e\u3046\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u7269\u6d41\u696d\u754c\u3067\u306f\u6301\u7d9a\u53ef\u80fd\u306a\u4e8b\u696d\u904b\u55b6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8003\u616e\u3057\u3066\u3001<strong><span class=\"swl-marker mark_yellow\">70\uff05\u7a0b\u5ea6\u306e\u7a3c\u50cd\u7387\u3092\u73fe\u5b9f\u7684\u306a\u76ee\u6a19<\/span><\/strong>\u3068\u3059\u308b\u904b\u9001\u4e8b\u696d\u8005\u304c\u591a\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3\uff0e\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u65b9\u6cd5<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/isz-air.site\/air\/wp-content\/uploads\/2024\/12\/AdobeStock_316653440-1024x683.jpeg\" alt=\"\" class=\"wp-image-1363\" style=\"width:652px;height:auto\"\/><\/figure>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387\u3092\u30a2\u30c3\u30d7\u3055\u305b\u308b4\u3064\u306e\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff081\uff09\u4e2d\u7d99\u8f38\u9001\u306e\u63a1\u7528<\/strong><\/h3>\n\n\n\n<p>\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387\u5411\u4e0a\u306b\u5bfe\u3059\u308b\u52b9\u679c\u7684\u306a\u6226\u7565\u3068\u3057\u3066\u3001<strong><span class=\"swl-marker mark_orange\">\u4e2d\u7d99\u8f38\u9001\u65b9\u5f0f\u306e\u63a1\u7528<\/span><\/strong>\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u4e2d\u7d99\u8f38\u9001\u3068\u306f\u9577\u8ddd\u96e2\u306e\u8f38\u9001\u3092\u8907\u6570\u306e\u77ed\u8ddd\u96e2\u8f38\u9001\u306b\u5206\u5272\u3057\u3066\u3001\u4e2d\u9593\u5730\u70b9\u3067\u30c9\u30e9\u30a4\u30d0\u30fc\u3084\u8eca\u4e21\u3092\u4ea4\u4ee3\u3055\u305b\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcEymLs1ztVjjvryWTDajkdwKWv32MAsOjTyCli9YwOM8Haw0Hh3VTcwKWVH3goWXXyDjLe8LRi2ZcpHnuUiqxSyX0wgWQ1O1pdWCptq3QgVYNKCZJ9XspUdVjma7fs33cNezl4UA?key=uECkzVfdlF9ktzz_PDZP33Jo\" alt=\"\" style=\"width:633px;height:auto\"\/><\/figure>\n\n\n\n<p>\u4e2d\u7d99\u8f38\u9001\u306b\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e\u5f62\u614b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody style=\"--tbody-th-color--bg:var(--color_pale04);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th>\u30d8\u30c3\u30c9\u4ea4\u63db\u65b9\u5f0f<\/th><td>\u4e2d\u7d99\u5730\u70b9\u3067\u30c8\u30e9\u30af\u30bf\u30fc\u3092\u4ea4\u63db\u3059\u308b\u65b9\u6cd5<\/td><\/tr><tr><th>\u8ca8\u7269\u7a4d\u307f\u66ff\u3048\u65b9\u5f0f<\/th><td>\u4e2d\u7d99\u5730\u70b9\u3067\u8377\u7269\u81ea\u4f53\u3092\u5225\u306e\u30c8\u30e9\u30c3\u30af\u306b\u79fb\u3057\u66ff\u3048\u308b\u65b9\u6cd5<\/td><\/tr><tr><th>\u30c9\u30e9\u30a4\u30d0\u30fc\u4ea4\u4ee3\u65b9\u5f0f<\/th><td>\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u4e92\u3044\u306e\u30c8\u30e9\u30c3\u30af\u3092\u4ea4\u63db\u3057\u3066\u904b\u8ee2\u3059\u308b\u65b9\u6cd5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e2d\u7d99\u8f38\u9001\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong><span class=\"swl-marker mark_yellow\">\u9577\u8ddd\u96e2\u904b\u884c\u306b\u4f34\u3046\u5bbf\u6cca\u3092\u56de\u907f\u3067\u304d\u308b<\/span><\/strong>\u305f\u3081\u3001\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u6642\u9593\u3092\u5ef6\u3070\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u3055\u3089\u306b\u30c9\u30e9\u30a4\u30d0\u30fc\u306f<strong>\u65e5\u5e30\u308a\u904b\u884c\u304c\u53ef\u80fd<\/strong>\u3068\u306a\u308a\u3001<strong><span class=\"swl-marker mark_orange\">\u52b4\u50cd\u74b0\u5883\u306e\u6539\u5584<\/span><\/strong>\u3084<strong><span class=\"swl-marker mark_orange\">\u4eba\u6750\u78ba\u4fdd<\/span><\/strong>\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u304f\u306b2024\u5e74\u304b\u3089\u65bd\u5de5\u3055\u308c\u305f\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u6642\u9593\u5916\u52b4\u50cd\u306e\u4e0a\u9650\u898f\u5236\u306b\u3088\u308a\u3001\u4e2d\u7d99\u8f38\u9001\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u3082\u5897\u3048\u3001\u4eca\u5f8c\u306e\u6a19\u6e96\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5b9a\u7740\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u4fe1\u983c\u3067\u304d\u308b<strong>\u30d1\u30fc\u30c8\u30ca\u30fc\u4f01\u696d\u306e\u767a\u6398<\/strong>\u3084\u3001\u8377\u7269\u306e\u5f15\u304d\u6e21\u3057\u306b\u4f34\u3046<strong>\u8cac\u4efb\u7bc4\u56f2\u306e\u660e\u78ba\u5316<\/strong>\u306a\u3069\u3001\u5c0e\u5165\u306b\u3042\u305f\u3063\u3066\u306f\u5bfe\u5fdc\u3059\u3079\u304d\u8ab2\u984c\u304c\u3042\u308b\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff082\uff09\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165<\/strong><\/h3>\n\n\n\n<p>\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387\u5411\u4e0a\u306b\u304a\u3044\u3066\u3001<strong><span class=\"swl-marker mark_orange\">\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u304c\u91cd\u8981<\/span><\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u4ee3\u306e\u7269\u6d41\u696d\u754c\u3067\u306f\u3001<strong>AI\u6280\u8853<\/strong>\u3084<strong>IoT<\/strong>\u3092\u6d3b\u7528\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u304c\u767b\u5834\u3057\u3066\u304a\u308a\u3001<strong><span class=\"swl-marker mark_yellow\">\u52d8\u3084\u7d4c\u9a13\u306b\u983c\u3063\u3066\u3044\u305f\u914d\u8eca\u3084\u904b\u884c\u7ba1\u7406\u3092\u52b9\u7387\u5316\u304c\u4fc3\u9032<\/span><\/strong>\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-image-1342\" style=\"width:640px;height:auto\"\/><\/figure>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001<strong><span class=\"swl-marker mark_yellow\">\u30c8\u30e9\u30c3\u30af\u306e\u7a3c\u50cd\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b4\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/span><\/strong>\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\uff081\uff09\u30b3\u30b9\u30c8\u524a\u6e1b<\/strong><\/h3>\n\n\n\n<p><strong>\u7269\u6d41\u4e8b\u696d<\/strong>\u3067\u306f\u3001\u30c8\u30e9\u30c3\u30af1\u53f0\u3042\u305f\u308a\u306b<strong>\u8eca\u4e21\u306e\u53d6\u5f97\u8cbb\u30fb\u81ea\u52d5\u8eca\u4fdd\u967a\u6599\u30fb\u8eca\u691c\u8cbb\u7528\u306a\u3069\u306e\u56fa\u5b9a\u8cbb\u7528<\/strong>\u304c\u767a\u751f\u3057\u307e\u3059\u304c\u3001\u7a3c\u50cd\u7387\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u3067\u3053\u306e\u3088\u3046\u306a<strong><span class=\"swl-marker 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