{"id":81545,"date":"2023-06-30T18:14:58","date_gmt":"2023-06-30T12:44:58","guid":{"rendered":"https:\/\/www.pranaair.com\/blog\/air-quality-monitoring-drones-and-future-ai-prospects\/"},"modified":"2023-07-06T17:58:00","modified_gmt":"2023-07-06T12:28:00","slug":"air-quality-monitoring-drones-and-future-ai-prospects","status":"publish","type":"post","link":"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/","title":{"rendered":"\u5927\u6c17\u8cea\u76e3\u8996\u30c9\u30ed\u30fc\u30f3: AI \u306e\u5c06\u6765\u6027"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #161616;color:#161616\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #161616;color:#161616\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul 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>\u52d5\u304d\u3068\u9069\u5fdc\u6027\u306e\u5411\u4e0a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E3%82%B3%E3%82%B9%E3%83%88%E5%8A%B9%E7%8E%87\" >\u30b3\u30b9\u30c8\u52b9\u7387<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E3%83%AA%E3%82%A2%E3%83%AB%E3%82%BF%E3%82%A4%E3%83%A0%E3%83%87%E3%83%BC%E3%82%BF\" >\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E9%AB%98%E8%A7%A3%E5%83%8F%E5%BA%A6%E3%81%AE%E7%94%BB%E5%83%8F%E5%87%A6%E7%90%86\" >\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u51e6\u7406<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E5%A4%A7%E6%B0%97%E8%B3%AA%E3%83%A2%E3%83%8B%E3%82%BF%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B_AI\" >\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b AI<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%88%86%E6%9E%90%E3%81%A8%E3%83%91%E3%82%BF%E3%83%BC%E3%83%B3%E8%AA%8D%E8%AD%98\" >\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E4%BA%88%E6%B8%AC%E3%81%A8%E4%BA%88%E5%A0%B1%E3%81%AB%E5%9F%BA%E3%81%A5%E3%81%8F%E3%83%A2%E3%83%87%E3%83%AB\" >\u4e88\u6e2c\u3068\u4e88\u5831\u306b\u57fa\u3065\u304f\u30e2\u30c7\u30eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E4%BB%96%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%BD%E3%83%BC%E3%82%B9%E3%81%A8%E3%81%AE%E7%B5%B1%E5%90%88\" >\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E5%A4%A7%E6%B0%97%E8%B3%AA%E3%83%A2%E3%83%8B%E3%82%BF%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B_AI_%E3%81%AE%E5%B0%86%E6%9D%A5%E5%B1%95%E6%9C%9B\" >\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b AI \u306e\u5c06\u6765\u5c55\u671b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E7%8B%AC%E7%AB%8B%E3%81%97%E3%81%9F%E3%83%89%E3%83%AD%E3%83%BC%E3%83%B3%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF\" >\u72ec\u7acb\u3057\u305f\u30c9\u30ed\u30fc\u30f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92_ML_%E3%81%AB%E3%82%88%E3%82%8B%E7%B2%BE%E5%BA%A6%E5%90%91%E4%B8%8A\" >\u6a5f\u68b0\u5b66\u7fd2 (ML) \u306b\u3088\u308b\u7cbe\u5ea6\u5411\u4e0a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E3%82%B9%E3%83%9E%E3%83%BC%E3%83%88%E3%82%B7%E3%83%86%E3%82%A3%E6%A7%8B%E6%83%B3%E3%81%A8%E3%81%AE%E7%B5%B1%E5%90%88\" >\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u69cb\u60f3\u3068\u306e\u7d71\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E7%92%B0%E5%A2%83%E5%BD%B1%E9%9F%BF%E8%A9%95%E4%BE%A1\" >\u74b0\u5883\u5f71\u97ff\u8a55\u4fa1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.pranaair.com\/blog\/ja\/air-quality-monitoring-drones-and-future-ai-prospects\/#%E7%B5%90%E8%AB%96\" >\u7d50\u8ad6<\/a><\/li><\/ul><\/nav><\/div>\n\n<p>\u8fd1\u5e74\u3001\u5927\u6c17\u8cea\u306e\u60aa\u5316\u3068\u5065\u5eb7\u3078\u306e\u60aa\u5f71\u97ff\u306b\u3064\u3044\u3066\u4eba\u3005\u306e\u610f\u8b58\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u5c0e\u5165\u306b\u3088\u308a\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u5206\u91ce\u3067\u76ee\u899a\u307e\u3057\u3044\u6210\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3057\u305f\u3002 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\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3044\u3046\u7d20\u6674\u3089\u3057\u3044\u53ef\u80fd\u6027\u304c\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002 \u3055\u3066\u3001\u3053\u306e\u30c8\u30d4\u30c3\u30af\u3092\u3055\u3089\u306b\u6398\u308a\u4e0b\u3052\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BA%8F%E7%AB%A0\"><\/span>\u5e8f\u7ae0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.pranaair.com\/wp-content\/uploads\/2023\/06\/air-quality-monitor-vs-drone-1024x576.jpg\" alt=\"air quality monitor and air quality drone\" class=\"wp-image-80774\" srcset=\"https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/air-quality-monitor-vs-drone-1024x576.jpg 1024w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/air-quality-monitor-vs-drone-300x169.jpg 300w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/air-quality-monitor-vs-drone-768x432.jpg 768w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/air-quality-monitor-vs-drone-1536x864.jpg 1536w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/air-quality-monitor-vs-drone.jpg 1601w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u306f\u3001\u5927\u6c17\u8cea\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u305d\u308c\u3092\u5206\u6790\u3057\u3066\u5927\u6c17\u4e2d\u306b\u5b58\u5728\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u3068\u91cf\u306e\u6c5a\u67d3\u7269\u8cea\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u4e00\u822c\u306b\u76e3\u8996\u306f\u56fa\u5b9a\u5c40\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u53d7\u4fe1\u53ef\u80fd\u7bc4\u56f2\u3068\u67d4\u8edf\u6027\u306e\u70b9\u3067\u5236\u9650\u304c\u3042\u308a\u307e\u3057\u305f\u3002 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class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%B0%97%E8%B3%AA%E3%83%89%E3%83%AD%E3%83%BC%E3%83%B3_%E5%88%A9%E7%82%B9\"><\/span>\u5927\u6c17\u8cea\u30c9\u30ed\u30fc\u30f3: \u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%8B%95%E3%81%8D%E3%81%A8%E9%81%A9%E5%BF%9C%E6%80%A7%E3%81%AE%E5%90%91%E4%B8%8A\"><\/span>\u52d5\u304d\u3068\u9069\u5fdc\u6027\u306e\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u5f93\u6765\u306e\u76e3\u8996\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u6bd4\u8f03\u3057\u3066\u6bd4\u985e\u306e\u306a\u3044\u6a5f\u52d5\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u95a2\u5fc3\u306e\u3042\u308b\u7279\u5b9a\u306e\u5834\u6240\u306b\u5c55\u958b\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u5730\u57df\u306e\u5927\u6c17\u8cea\u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u67d4\u8edf\u6027\u306b\u3088\u308a\u3001\u624b\u306e\u5c4a\u304d\u306b\u304f\u3044\u5834\u6240\u3084\u5371\u967a\u306a\u5834\u6240\u3067\u3082\u5168\u4f53\u7684\u306a\u76e3\u8996\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%82%B9%E3%83%88%E5%8A%B9%E7%8E%87\"><\/span>\u30b3\u30b9\u30c8\u52b9\u7387<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u74b0\u5883\u76e3\u8996\u7528\u306e\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u56fa\u5b9a\u76e3\u8996\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u8a2d\u7f6e\u3057\u3066\u904b\u7528\u3059\u308b\u5834\u5408\u306b\u6bd4\u3079\u3066\u5b89\u4fa1\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3059\u3002 \u5e83\u3044\u5730\u57df\u3092\u52b9\u7387\u7684\u306b\u30ab\u30d0\u30fc\u3067\u304d\u308b\u305f\u3081\u3001\u591a\u6570\u306e\u56fa\u5b9a\u76e3\u8996\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u5fc5\u8981\u6027\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002 \u30c9\u30ed\u30fc\u30f3\u306b\u306f\u591a\u304f\u306e\u30bb\u30f3\u30b5\u30fc\u3092\u88c5\u5099\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u3001\u4e00\u5ea6\u306b\u8907\u6570\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u89b3\u5bdf\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.pranaair.com\/wp-content\/uploads\/2023\/06\/drone-features-1024x576.jpg\" alt=\"air quality drone features\" class=\"wp-image-80792\" srcset=\"https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/drone-features-1024x576.jpg 1024w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/drone-features-300x169.jpg 300w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/drone-features-768x432.jpg 768w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/drone-features-1536x864.jpg 1536w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/drone-features.jpg 1601w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%AA%E3%82%A2%E3%83%AB%E3%82%BF%E3%82%A4%E3%83%A0%E3%83%87%E3%83%BC%E3%82%BF\"><\/span>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u9ad8\u7cbe\u5ea6\u3067\u7cbe\u5bc6\u306a\u30bb\u30f3\u30b5\u30fc\u3092\u642d\u8f09\u3057\u305f\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5927\u6c17\u8cea\u6307\u6a19\u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u6307\u6a19\u306b\u306f\u3001PM2.5\u3001PM10\u3001NO2\u3001SO2\u3001NH3\u3001O3\u3001CO \u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u5fdc\u7b54\u6642\u9593\u304c\u77ed\u7e2e\u3055\u308c\u3001\u5f53\u5c40\u306f\u6f5c\u5728\u7684\u306a\u5927\u6c17\u6c5a\u67d3\u554f\u984c\u306b\u8fc5\u901f\u306b\u5bfe\u51e6\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%AB%98%E8%A7%A3%E5%83%8F%E5%BA%A6%E3%81%AE%E7%94%BB%E5%83%8F%E5%87%A6%E7%90%86\"><\/span>\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u51e6\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u30c9\u30ed\u30fc\u30f3\u306f\u5927\u6c17\u8cea\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u306f\u5225\u306b\u3001HD \u753b\u50cf\u3084\u30d3\u30c7\u30aa\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u306f\u3001\u6c5a\u67d3\u6e90\u306e\u7279\u5b9a\u3001\u7523\u696d\u6392\u51fa\u306e\u76e3\u8996\u3001\u7279\u5b9a\u306e\u6d3b\u52d5\u306b\u3088\u308b\u5168\u4f53\u7684\u306a\u74b0\u5883\u3078\u306e\u5f71\u97ff\u306e\u8a55\u4fa1\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u822a\u7a7a\u753b\u50cf\u3068\u5927\u6c17\u8cea\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u72b6\u6cc1\u3092\u5168\u4f53\u7684\u306b\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%B0%97%E8%B3%AA%E3%83%A2%E3%83%8B%E3%82%BF%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B_AI\"><\/span>\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI \u3068\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u6a5f\u80fd\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002 AI \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u306b\u3088\u3063\u3066\u53ce\u96c6\u3055\u308c\u305f\u5e83\u7bc4\u56f2\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u5206\u6790\u3059\u308b\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u3089\u306f\u3001\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b AI \u306e\u4e3b\u306a\u5fdc\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%88%86%E6%9E%90%E3%81%A8%E3%83%91%E3%82%BF%E3%83%BC%E3%83%B3%E8%AA%8D%E8%AD%98\"><\/span>\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u30c9\u30ed\u30fc\u30f3\u306b\u3088\u3063\u3066\u53d6\u5f97\u3055\u308c\u305f\u5927\u6c17\u8cea\u30c7\u30fc\u30bf\u306f\u3001AI \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u5fb9\u5e95\u7684\u306b\u5206\u6790\u3055\u308c\u3001\u30d1\u30bf\u30fc\u30f3\u3084\u7570\u5e38\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 AI 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\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u610f\u601d\u6c7a\u5b9a\u8005\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u5f71\u97ff\u529b\u306e\u3042\u308b\u9078\u629e\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u5927\u6c17\u6c5a\u67d3\u3068\u6226\u3046\u52b9\u679c\u7684\u306a\u89e3\u6c7a\u7b56\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.pranaair.com\/wp-content\/uploads\/2023\/06\/ai-in-air-quality-monitoring-1024x576.jpg\" alt=\"ai in air quality monitoring\" class=\"wp-image-80756\" srcset=\"https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/ai-in-air-quality-monitoring-1024x576.jpg 1024w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/ai-in-air-quality-monitoring-300x169.jpg 300w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/ai-in-air-quality-monitoring-768x432.jpg 768w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/ai-in-air-quality-monitoring-1536x864.jpg 1536w, https:\/\/www.pranaair.com\/blog\/wp-content\/uploads\/2023\/06\/ai-in-air-quality-monitoring.jpg 1601w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%88%E6%B8%AC%E3%81%A8%E4%BA%88%E5%A0%B1%E3%81%AB%E5%9F%BA%E3%81%A5%E3%81%8F%E3%83%A2%E3%83%87%E3%83%AB\"><\/span>\u4e88\u6e2c\u3068\u4e88\u5831\u306b\u57fa\u3065\u304f\u30e2\u30c7\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u74b0\u5883\u5074\u9762\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u3067\u3001AI \u3092\u4f7f\u7528\u3057\u3066\u5927\u6c17\u6c5a\u67d3\u30ec\u30d9\u30eb\u3092\u4e88\u6e2c\u3059\u308b\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001AI \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u4ee5\u524d\u306e\u30c7\u30fc\u30bf \u30d1\u30bf\u30fc\u30f3\u3092\u8a55\u4fa1\u3057\u3001\u5929\u5019\u3001\u5730\u7406\u7684\u5074\u9762\u3001\u4eba\u9593\u306e\u6d3b\u52d5\u306a\u3069\u306e\u95a2\u9023\u5909\u6570\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e AI \u4e3b\u5c0e\u306e\u30e2\u30c7\u30eb\u306f\u3001\u5c06\u6765\u306e\u6c5a\u67d3\u30ec\u30d9\u30eb\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u4e8b\u524d\u306e\u8a08\u753b\u3068\u610f\u601d\u6c7a\u5b9a\u306b\u91cd\u8981\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u5f53\u5c40\u3084\u5730\u57df\u793e\u4f1a\u304c\u4e88\u9632\u63aa\u7f6e\u3092\u8b1b\u3058\u3001\u5927\u6c17\u8cea\u306b\u5bfe\u3059\u308b\u6f5c\u5728\u7684\u306a\u5371\u967a\u3092\u8efd\u6e1b\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4e8b\u524d\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3057\u3001\u5f53\u5c40\u304c\u5927\u6c17\u6c5a\u67d3\u304c\u91cd\u5927\u306a\u30ec\u30d9\u30eb\u306b\u9054\u3059\u308b\u524d\u306b\u4e88\u9632\u63aa\u7f6e\u3092\u8b1b\u3058\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BB%96%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%BD%E3%83%BC%E3%82%B9%E3%81%A8%E3%81%AE%E7%B5%B1%E5%90%88\"><\/span>\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>AI \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u304b\u3089\u306e\u5927\u6c17\u8cea\u30c7\u30fc\u30bf\u3092\u4ed6\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306b\u306f\u3001\u6c17\u8c61\u6761\u4ef6\u3001\u4ea4\u901a\u30d1\u30bf\u30fc\u30f3\u3001\u7523\u696d\u6d3b\u52d5\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3053\u306e\u7dcf\u5408\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u5927\u6c17\u306e\u8cea\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u8981\u56e0\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u3088\u308a\u7684\u3092\u7d5e\u3063\u305f\u52b9\u7387\u7684\u306a\u4ecb\u5165\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%B0%97%E8%B3%AA%E3%83%A2%E3%83%8B%E3%82%BF%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B_AI_%E3%81%AE%E5%B0%86%E6%9D%A5%E5%B1%95%E6%9C%9B\"><\/span>\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b AI \u306e\u5c06\u6765\u5c55\u671b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u6b69\u306f\u3001\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u767a\u5c55\u3068\u5c06\u6765\u306b\u5bc6\u63a5\u306b\u95a2\u4fc2\u3057\u3066\u3044\u307e\u3059\u3002 \u4ee5\u4e0b\u306b\u3001\u5c06\u6765\u6709\u671b\u306a\u958b\u767a\u306e\u53ef\u80fd\u6027\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%8B%AC%E7%AB%8B%E3%81%97%E3%81%9F%E3%83%89%E3%83%AD%E3%83%BC%E3%83%B3%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF\"><\/span>\u72ec\u7acb\u3057\u305f\u30c9\u30ed\u30fc\u30f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI\u306e\u9032\u5316\u306b\u4f34\u3044\u3001\u5927\u6c17\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u81ea\u52d5\u30c9\u30ed\u30fc\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u3088\u308a\u5e83\u3044\u30a8\u30ea\u30a2\u3092\u30ab\u30d0\u30fc\u3057\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u305f\u3081\u306b\u9023\u643a\u3059\u308b\u591a\u6570\u306e\u30c9\u30ed\u30fc\u30f3\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u5171\u540c\u4f5c\u696d\u306f\u3001\u8fc5\u901f\u304b\u3064\u5fb9\u5e95\u7684\u306a\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3082\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002 \u30c9\u30ed\u30fc\u30f3\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3057\u3001\u52d5\u4f5c\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u304c\u53ef\u80fd\u306a\u9650\u308a\u6700\u3082\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3067\u53ce\u96c6\u3055\u308c\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002 \u3053\u306e\u65b9\u6cd5\u306b\u3088\u308a\u3001\u53d6\u5f97\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3068\u7bc4\u56f2\u304c\u5411\u4e0a\u3057\u3001\u3088\u308a\u826f\u3044\u6d1e\u5bdf\u3068\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92_ML_%E3%81%AB%E3%82%88%E3%82%8B%E7%B2%BE%E5%BA%A6%E5%90%91%E4%B8%8A\"><\/span>\u6a5f\u68b0\u5b66\u7fd2 (ML) \u306b\u3088\u308b\u7cbe\u5ea6\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u307e\u305f\u306f ML \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u5927\u6c17\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002 \u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u7684\u306b\u8a55\u4fa1\u3057\u3066\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001AI \u30b7\u30b9\u30c6\u30e0\u306f\u30e2\u30c7\u30eb\u3092\u6539\u826f\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u306e\u691c\u51fa\u3001\u6c5a\u67d3\u6e90\u306e\u7279\u5b9a\u3001\u5927\u6c17\u6c5a\u67d3\u30ec\u30d9\u30eb\u306e\u4e88\u6e2c\u306e\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u53cd\u5fa9\u7684\u306a\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u3088\u308a\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u76e3\u8996\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B9%E3%83%9E%E3%83%BC%E3%83%88%E3%82%B7%E3%83%86%E3%82%A3%E6%A7%8B%E6%83%B3%E3%81%A8%E3%81%AE%E7%B5%B1%E5%90%88\"><\/span>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u69cb\u60f3\u3068\u306e\u7d71\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30b9\u30de\u30fc\u30c8\u3067\u6301\u7d9a\u53ef\u80fd\u306a\u90fd\u5e02\u306b\u5411\u3051\u305f\u52d5\u304d\u304c\u52e2\u3044\u3092\u5897\u3059\u306b\u3064\u308c\u3001\u5927\u6c17\u8cea\u76e3\u8996\u30c9\u30ed\u30fc\u30f3\u306e\u7d71\u5408\u306e\u53ef\u80fd\u6027\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u3002 AI \u3092\u6d3b\u7528\u3057\u305f\u30bb\u30f3\u30b5\u30fc\u3092\u642d\u8f09\u3057\u305f\u3053\u308c\u3089\u306e\u30c9\u30ed\u30fc\u30f3\u306f\u3001\u90fd\u5e02\u30a4\u30f3\u30d5\u30e9\u3084\u610f\u601d\u6c7a\u5b9a\u30b7\u30b9\u30c6\u30e0\u306b\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u4ea4\u901a\u306e\u6d41\u308c\u306e\u6700\u9069\u5316\u3001\u7523\u696d\u904b\u55b6\u306e\u8abf\u6574\u3001\u6c5a\u67d3\u6025\u5897\u306e\u4f4f\u6c11\u3078\u306e\u901a\u77e5\u306a\u3069\u306e\u8fc5\u901f\u306a\u884c\u52d5\u304c\u3055\u3089\u306b\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u9ad8\u5ea6\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u90fd\u5e02\u306f\u5927\u6c17\u8cea\u306e\u554f\u984c\u306b\u7a4d\u6975\u7684\u306b\u5bfe\u51e6\u3057\u3001\u5e02\u6c11\u306b\u3068\u3063\u3066\u3088\u308a\u5065\u5eb7\u7684\u306a\u74b0\u5883\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%92%B0%E5%A2%83%E5%BD%B1%E9%9F%BF%E8%A9%95%E4%BE%A1\"><\/span>\u74b0\u5883\u5f71\u97ff\u8a55\u4fa1<span 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