{"id":4742,"date":"2018-11-05T14:44:38","date_gmt":"2018-11-05T14:44:38","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=4742"},"modified":"2020-11-06T09:13:49","modified_gmt":"2020-11-06T09:13:49","slug":"4-ways-artificial-intelligence-is-powering-the-energy-industry","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/","title":{"rendered":"\u4eba\u5de5\u77e5\u80fd\u304c\u30a8\u30cd\u30eb\u30ae\u30fc\u7523\u696d\u3092\u6d3b\u6027\u5316\u3059\u308b4\u3064\u306e\u65b9\u6cd5"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">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\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f340a5b3c69\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" 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: #999;color:#999\" 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><\/label><input  type=\"checkbox\" id=\"item-69f340a5b3c69\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#Convergence_of_AI_and_Energy\" title=\"AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u878d\u5408\">AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u878d\u5408<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#Grid_Basics\" title=\"\u30b0\u30ea\u30c3\u30c9\u306e\u57fa\u672c\">\u30b0\u30ea\u30c3\u30c9\u306e\u57fa\u672c<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#Artificial_Intelligence_in_Power_Plant_Examples\" title=\"\u767a\u96fb\u6240\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u3002\u4e8b\u4f8b\u7d39\u4ecb\">\u767a\u96fb\u6240\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u3002\u4e8b\u4f8b\u7d39\u4ecb<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#1_AI_Energy_Storage_Athena\" title=\"1.AI\uff0b\u84c4\u96fb\uff1dAthena\">1.AI\uff0b\u84c4\u96fb\uff1dAthena<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#2_AI_Facilitates_Renewable_Energy_Management\" title=\"2.\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u3059\u308bAI\">2.\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u3059\u308bAI<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#3_VADER_-_Visibility_into_Distributed_Energy_Networks\" title=\"3.VADER - \u5206\u6563\u578b\u30a8\u30cd\u30eb\u30ae\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u53ef\u8996\u5316\">3.VADER - \u5206\u6563\u578b\u30a8\u30cd\u30eb\u30ae\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u53ef\u8996\u5316<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#4_Nnergix_-_Intersection_of_Meteorology_Analytics_and_Energy\" title=\"4.Nnergix - \u6c17\u8c61\u5b66\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001\u305d\u3057\u3066\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u4ea4\u70b9\">4.Nnergix - \u6c17\u8c61\u5b66\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001\u305d\u3057\u3066\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u4ea4\u70b9<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/#The_Future_of_AI_and_Energy\" title=\"AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u672a\u6765\">AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u672a\u6765<\/a><\/li><\/ul><\/nav><\/div>\n<p><em>\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u4eba\u5de5\u77e5\u80fd<\/a> in the energy industry are powering new innovations and helping to develop the smart grid of the future. Christopher Frye, a Kolabtree freelancer, details how artificial intelligence in power plant, with 4 real-world examples. <\/em><\/p>\n<p><a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/artificial-intelligence?utm_source=AIEnergy\">\u4eba\u5de5\u77e5\u80fd<\/a> (AI\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u79d8\u3081\u305f\u5206\u91ce\u3067\u3059\u3002\u305d\u308c\u306f\u3001AI\u304c\u751f\u307f\u51fa\u3059\u4fa1\u5024\u3060\u3051\u3067\u306a\u304f\u3001\u3053\u308c\u307e\u3067\u624b\u3064\u304b\u305a\u3060\u3063\u305f\u53ef\u80fd\u6027\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u4fa1\u5024\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u8a08\u7b97\u6a5f\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001AI\u306f\u3053\u308c\u307e\u3067\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u5f37\u529b\u304b\u3064\u30a8\u30ec\u30ac\u30f3\u30c8\u306a\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3082\u3063\u3068\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001AI\u306f\u5f93\u6765\u4eba\u9593\u304c\u884c\u3063\u3066\u3044\u305f\u4f5c\u696d\u306e\u7bc4\u56f2\u3092\u5e83\u3052\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u4eba\u9593\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u4eca\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u3053\u306e\u53ef\u80fd\u6027\u304c\u30a8\u30cd\u30eb\u30ae\u30fc\u7523\u696d\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3001\u7279\u306b\u767a\u96fb\u6240\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u304c\u96fb\u529b\u30b7\u30b9\u30c6\u30e0\u306b\u3069\u306e\u3088\u3046\u306a\u6a5f\u4f1a\u3068\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u6398\u308a\u4e0b\u3052\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Convergence_of_AI_and_Energy\"><\/span>AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u878d\u5408<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8208\u5473\u6df1\u3044\u3053\u3068\u306b <a href=\"https:\/\/www.gatesnotes.com\/About-Bill-Gates\/Dear-Class-of-2017\">\u6628\u5e74\u306e\u5927\u5b66\u751f\u3078\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b<\/a>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u793e\u306e\u5275\u696d\u8005\u3067\u3042\u308b\u30d3\u30eb\u30fb\u30b2\u30a4\u30c4\u6c0f\u306f\u3001\u904e\u53bb\u306b\u623b\u3063\u3066\u65b0\u3057\u3044\u65b9\u6cd5\u3067\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3057\u305f\u3089\u30013\u3064\u306e\u5206\u91ce\u3092\u691c\u8a0e\u3059\u308b\u3060\u308d\u3046\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u4e00\u3064\u306f\u4eba\u5de5\u77e5\u80fd\u3067\u3059\u3002\u4eba\u5de5\u77e5\u80fd\u304c\u4eba\u3005\u306e\u751f\u6d3b\u3092\u3088\u308a\u751f\u7523\u7684\u304b\u3064\u5275\u9020\u7684\u306b\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u307e\u3060\u59cb\u307e\u3063\u305f\u3070\u304b\u308a\u3067\u3059\u30022\u3064\u76ee\u306f\u30a8\u30cd\u30eb\u30ae\u30fc\u3067\u3059\u3002\u30af\u30ea\u30fc\u30f3\u3067\u5b89\u4fa1\u3001\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u4f9b\u7d66\u306f\u3001\u8ca7\u56f0\u3084\u6c17\u5019\u5909\u52d5\u3068\u306e\u6226\u3044\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u30023\u3064\u76ee\u306f\u30d0\u30a4\u30aa\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3001\u4eba\u3005\u304c\u3088\u308a\u9577\u304f\u3001\u3088\u308a\u5065\u5eb7\u7684\u306a\u751f\u6d3b\u3092\u9001\u308b\u305f\u3081\u306e\u6a5f\u4f1a\u304c\u8c4a\u5bcc\u306b\u3042\u308a\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u30d0\u30a4\u30aa\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u975e\u5e38\u306b\u5d07\u9ad8\u306a\u5b66\u554f\u3067\u3059\u304c\u3001\u3053\u306e\u5f15\u7528\u6587\u304c\u3088\u308a\u8208\u5473\u3092\u305d\u305d\u308b\u306e\u306f\u3001\u591a\u304f\u306e\u70b9\u3067AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u304c\u878d\u5408\u3057\u3064\u3064\u3042\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u306e\u6b8b\u308a\u306e\u90e8\u5206\u3067\u306f\u3001AI\u306b\u95a2\u9023\u3057\u305f\u9769\u65b0\u304c\u30a8\u30cd\u30eb\u30ae\u30fc\u7523\u696d\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u5177\u4f53\u7684\u306a\u4f8b\u3092\u6319\u3052\u305f\u3044\u304f\u3064\u304b\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u542b\u3081\u3066\u6d1e\u5bdf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Grid_Basics\"><\/span>\u30b0\u30ea\u30c3\u30c9\u306e\u57fa\u672c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001AI\u3068\u96fb\u6c17\u4e8b\u696d\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u304f\u305f\u3081\u306b\u3001\u96fb\u6c17\u4e8b\u696d\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u96fb\u6c17\u4e8b\u696d\u306f\u3001\u300c\u767a\u96fb\u300d\u300c\u9001\u96fb\u300d\u300c\u914d\u96fb\u300d\u306e3\u3064\u306e\u6a5f\u80fd\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u767a\u96fb\u306b\u306f\u3001\u5316\u77f3\u71c3\u6599\u3084\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u542b\u3080\u3059\u3079\u3066\u306e\u767a\u96fb\u6e90\u304c\u542b\u307e\u308c\u3001\u9001\u96fb\u306b\u306f\u3001\u767a\u96fb\u6e90\u304b\u3089\u5fc5\u8981\u306a\u5834\u6240\u306b\u96fb\u6c17\u3092\u904b\u3076\u305f\u3081\u306e\u9ad8\u5727\u9001\u96fb\u7dda\u304c\u542b\u307e\u308c\u3001\u914d\u96fb\u306b\u306f\u96fb\u67f1\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092\u300c\u30b0\u30ea\u30c3\u30c9\u300d\u3068\u547c\u3093\u3067\u3044\u307e\u3059\u304c\u3001\u8fd1\u5e74\u3001\u3053\u306e\u30b0\u30ea\u30c3\u30c9\u306e\u300c\u30b9\u30de\u30fc\u30c8\u5316\u300d\u3084\u300c\u5fdc\u7b54\u6027\u306e\u5411\u4e0a\u300d\u304c\u5927\u304d\u306a\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u3092\u3069\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8868\u73fe\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u672c\u8cea\u7684\u306b\u306f\u3001\u96fb\u6c17\u30b7\u30b9\u30c6\u30e0\u3068\u60c5\u5831\u6280\u8853\u30fb\u901a\u4fe1\u306e\u9ad8\u5ea6\u306a\u9769\u65b0\u304c\u5408\u6d41\u3057\u305f\u3082\u306e\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u306f\u9759\u7684\u306a\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002 <a href=\"https:\/\/www.smartgrid.gov\/the_smart_grid\/smart_grid.html\">\u304c\u9032\u5316\u3057\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/a> \u304c\u7e70\u308a\u8fd4\u3057\u30c6\u30b9\u30c8\u3055\u308c\u3001\u5b8c\u6210\u3055\u308c\u3066\u3044\u304d\u307e\u3059\u3002AI\u306e\u5f79\u5272\u306f\u3001\u672a\u6765\u306e\u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u3092\u652f\u3048\u308b\u982d\u8133\u3067\u3042\u308a\u3001\u4f55\u767e\u4e07\u3082\u306e\u30bb\u30f3\u30b5\u30fc\u306e\u80cc\u5f8c\u306b\u3042\u308b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3067\u3042\u308a\u3001\u5727\u5012\u7684\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5408\u6210\u3057\u3066\u884c\u52d5\u3059\u308b\u80fd\u529b\u3067\u3042\u308b\u3068\u8a00\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u3053\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u3053\u3068\u304c\u3059\u3067\u306b\u5b9f\u73fe\u3057\u3066\u3044\u308b\u3044\u304f\u3064\u304b\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Artificial_Intelligence_in_Power_Plant_Examples\"><\/span>\u767a\u96fb\u6240\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u3002\u4e8b\u4f8b\u7d39\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_AI_Energy_Storage_Athena\"><\/span>1.AI\uff0b\u84c4\u96fb\uff1dAthena<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/www.stem.com\/\">\u30b9\u30c6\u30e0<\/a>\u306f\u30012009\u5e74\u306b\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u3067\u8a2d\u7acb\u3055\u308c\u305f\u4f01\u696d\u3067\u3001AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u529b\u3092\u7d50\u96c6\u3057\u3001\u300c\u30a8\u30cd\u30eb\u30ae\u30fc\u4f7f\u7528\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u6700\u9069\u5316\u300d\u3057\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3001\u4e88\u6e2c\u5206\u6790\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a <a href=\"https:\/\/www.stem.com\/athena\/\">\u30a2\u30c6\u30ca<\/a>\u3068\u547c\u3070\u308c\u308b\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4eee\u60f3\u7684\u306a\u767a\u96fb\u6240\u3092\u5f62\u6210\u3057\u3001\u84c4\u96fb\u306e\u4fa1\u5024\u3092\u6700\u5927\u5316\u3057\u307e\u3059\u3002<\/p>\n<p>\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u6bce\u5206400\u30e1\u30ac\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u6642\u9593\u7684\u4fa1\u5024\u3092\u7d99\u7d9a\u7684\u306b\u8a55\u4fa1\u3057\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u8cfc\u5165\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u6700\u9069\u306b\u5224\u65ad\u3057\u3066\u3044\u307e\u3059\u3002\u84c4\u96fb\u5bb9\u91cf\u3092\u8868\u3059\u8907\u6570\u306e\u30dd\u30a4\u30f3\u30c8\u306b\u307e\u305f\u304c\u3063\u3066\u96c6\u7d04\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u300c\u4eee\u60f3\u767a\u96fb\u6240\u300d\u3068\u8868\u73fe\u3055\u308c\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u5206\u6563\u578b\u8cc7\u6e90\u306e\u666e\u53ca\u306f\u3001\u96fb\u529b\u7db2\u4e0a\u306e\u5206\u6563\u578b\u30a8\u30cd\u30eb\u30ae\u30fc\u8cc7\u6e90\uff08DER\uff09\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u306e\u5897\u52a0\u306b\u3088\u3063\u3066\u307e\u3059\u307e\u3059\u4fc3\u9032\u3055\u308c\u3066\u3044\u307e\u3059-\u4e3b\u306b\u5c4b\u6839\u4e0a\u306e\u592a\u967d\u5149\u767a\u96fb\u304c <a href=\"https:\/\/www.seia.org\/solar-industry-research-data\">\u904e\u53bb10\u5e74\u9593\u3067\u5927\u304d\u304f\u6210\u9577<\/a>.<\/p>\n<p>\u3053\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3057\u305f\u306e\u304c\u4ee5\u4e0b\u306e\u753b\u50cf\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i1.rgstatic.net\/ii\/profile\/Marco_Pasetti\/publication\/323738170\/figure\/fig1\/AS:614232445968384@1523455835111\/Schematic-representation-of-the-physical-aggregation-levels-of-DERs-and-prosumers-in-the.png\" alt=\"\u96fb\u6c17\u30b0\u30ea\u30c3\u30c9\u9818\u57df\u306b\u304a\u3051\u308bDER\u3068\u30d7\u30ed\u30b7\u30e5\u30fc\u30de\u30fc\u306e\u7269\u7406\u7684\u306a\u96c6\u5408\u30ec\u30d9\u30eb\u3092\u6a21\u5f0f\u7684\u306b\u8868\u3057\u305f\u3082\u306e\u3002EES\uff1a\u96fb\u6c17\u30a8\u30cd\u30eb\u30ae\u30fc\u8caf\u8535\u3001DG\uff1a\u5206\u6563\u578b\u767a\u96fb\u3001MV\uff1a\u4e2d\u96fb\u5727\u3001LV\uff1a\u4f4e\u96fb\u5727\u3002\u00a0\" \/><\/p>\n<p><em>\u51fa\u5178\u306f\u3053\u3061\u3089\u3002\u00a0<a href=\"https:\/\/www.researchgate.net\/figure\/Schematic-representation-of-the-physical-aggregation-levels-of-DERs-and-prosumers-in-the_fig1_323738170\">\u30b9\u30de\u30fc\u30c8\u30d7\u30ed\u30b7\u30e5\u30fc\u30de\u30fc\u306e\u30c7\u30de\u30f3\u30c9\u30b5\u30a4\u30c9\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u305f\u3081\u306e\u30d0\u30fc\u30c1\u30e3\u30eb\u30d1\u30ef\u30fc\u30d7\u30e9\u30f3\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 - Scientific Figure<\/a> \u3092ResearchGate\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002[2018\u5e7411\u67083\u65e5\u30a2\u30af\u30bb\u30b9]<\/em><\/p>\n<p>&nbsp;<\/p>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001EES\u306fElectrical Energy Storage\uff08\u96fb\u6c17\u30a8\u30cd\u30eb\u30ae\u30fc\u8caf\u8535\uff09\u3001DG\u306fDistributed Generation\uff08\u5206\u6563\u578b\u767a\u96fb\uff09\u3001MV\u3068LV\u306f\u305d\u308c\u305e\u308cMedium Voltage\uff08\u4e2d\u96fb\u5727\uff09\u3068Low Voltage\uff08\u4f4e\u96fb\u5727\uff09\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u4eee\u60f3\u767a\u96fb\u6240\u3078\u306e\u96c6\u7d04\u30d7\u30ed\u30bb\u30b9\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u3001\u5929\u5019\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u91cf\u3001\u30bf\u30ea\u30d5\uff08\u96fb\u6c17\u6599\u91d1\uff09\u30aa\u30d7\u30b7\u30e7\u30f3\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5909\u6570\u306e\u4e88\u6e2c\u5206\u6790\u3092\u884c\u3044\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3066\u3001\u7d99\u7d9a\u7684\u306b\u884c\u308f\u308c\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u7a7a\u524d\u306e\u731b\u6691\uff08\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u3067\u7a7a\u524d\u306e\u731b\u6691\u3067\u306f\u306a\u304f\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u304c\uff09\u3067\u3082\u5b89\u5fc3\u3057\u3066\u904e\u3054\u305b\u308b\u3088\u3046\u306a\u8ca0\u8377\u524a\u6e1b\u91cf\u304c\u96c6\u8a08\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001Stem\u30b7\u30b9\u30c6\u30e0\u304c\u5c0e\u5165\u3057\u305f <a href=\"http:\/\/www.energystoragejournal.com\/2018\/06\/28\/industry-insight-feeding-the-machine-ai-as-the-next-energy-storage-disruptor\/\">2017\u5e74\u306b\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5dde\u306e\u5378\u58f2\u5e02\u5834\u3067600\u56de\u4ee5\u4e0a\u306e<\/a>.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_AI_Facilitates_Renewable_Energy_Management\"><\/span>2.\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u3059\u308bAI<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u3084\u5316\u77f3\u71c3\u6599\u306e\u7d99\u7d9a\u7684\u306a\u4f7f\u7528\u306b\u3088\u308a <a href=\"https:\/\/www.weforum.org\/agenda\/2018\/01\/clean-energy-renewable-growth-sustainable-key-trends\/\">\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u6210\u9577\u3092\u4fc3\u3057\u3001\u73fe\u5728\u3067\u306f\u4e16\u754c\u306e\u96fb\u529b\u751f\u7523\u91cf\u306e5\u5206\u306e1\u3092\u5360\u3081\u3066\u3044\u307e\u3059\u3002<\/a>\u3057\u304b\u3057\u3001\u3053\u306e\u6210\u9577\u306b\u306f\u3001\u591a\u304f\u306e\u4eba\u304c\u6c17\u3065\u3044\u3066\u3044\u306a\u3044\u5074\u9762\u304c\u3042\u308a\u307e\u3059\u3002\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u5897\u52a0\u306b\u4f34\u3044\u3001\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u8005\u306f\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u65e2\u5b58\u306e\u96fb\u529b\u7db2\u306b\u7d71\u5408\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b <a href=\"https:\/\/blogs.scientificamerican.com\/plugged-in\/renewable-energy-intermittency-explained-challenges-solutions-and-opportunities\/\">\u8a18\u4e8b<\/a> \u3092Scientific American\u8a8c\u304c\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u9593\u6b20\u7684\u306a\u81ea\u7136\u30a8\u30cd\u30eb\u30ae\u30fc\u306f\u3001\u5f93\u6765\u306e\u96fb\u529b\u7db2\u306e\u65e5\u5e38\u7684\u306a\u904b\u7528\u8a08\u753b\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u305f\u3081\u3001\u56f0\u96e3\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u81ea\u7136\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u96fb\u529b\u306f\u3001\u8907\u6570\u306e\u6642\u9593\u8ef8\u3067\u5909\u52d5\u3059\u308b\u305f\u3081\u3001\u7cfb\u7d71\u904b\u7528\u8005\u306f\u65e5\u524d\u3001\u6642\u9593\u524d\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u904b\u7528\u65b9\u6cd5\u3092\u8abf\u6574\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p><\/blockquote>\n<p>\u592a\u967d\u5149\u767a\u96fb\u3084\u98a8\u529b\u767a\u96fb\u306f\u3001\u96f2\u306e\u72b6\u614b\u3084\u98a8\u5411\u304d\u306e\u4e88\u6e2c\u304c\u96e3\u3057\u3044\u5834\u5408\u306b\u3082\u5f71\u97ff\u3092\u53d7\u3051\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u96fb\u529b\u7db2\u304c\u5b89\u5b9a\u3057\u3066\u96fb\u529b\u3092\u4f9b\u7d66\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u306f\u30011\u52061\u79d2\u5358\u4f4d\u3067\u306e\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3082\u307e\u305f\u3001AI\u304c\u6d3b\u8e8d\u3059\u308b\u5206\u91ce\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u30922\u3064\u7d39\u4ecb\u3057\u307e\u3059\u30021\u3064\u76ee\u306f\u3001\u592a\u967d\u5149\u767a\u96fb\u306e\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306b\u95a2\u9023\u3059\u308b\u3082\u306e\u3067\u30012\u3064\u76ee\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u96c6\u7d04\u3057\u3001\u5929\u6c17\u4e88\u5831\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u904b\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_VADER_-_Visibility_into_Distributed_Energy_Networks\"><\/span>3.VADER - \u5206\u6563\u578b\u30a8\u30cd\u30eb\u30ae\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u53ef\u8996\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3053\u3053\u3067\u3044\u3046\u30d9\u30a4\u30c0\u30fc\u3068\u306f\u6697\u9ed2\u537f\u306e\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u592a\u967d\u5149\u767a\u96fb\u30b7\u30b9\u30c6\u30e0\u3068\u30b9\u30de\u30fc\u30c8\u30e1\u30fc\u30bf\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u3053\u3068\u3067\u3001\u5c4b\u4e0a\u3084\u5730\u4e0a\u306b\u8a2d\u7f6e\u3055\u308c\u305f\u592a\u967d\u5149\u767a\u96fb\u306a\u3069\u306e\u5206\u6563\u578b\u30a8\u30cd\u30eb\u30ae\u30fc\u8cc7\u6e90\u306e\u96fb\u529b\u6d88\u8cbb\u3068\u884c\u52d5\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u3092\u7cbe\u67fb\u3059\u308b\u3002VADER\u3068\u306f <strong>V<\/strong>\u8996\u899a\u5316\u3068 <strong>A<\/strong>\u306e\u6df1\u3044\u6d78\u900f\u3092\u4f34\u3046\u6d41\u901a\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 <strong>D<\/strong>\u3092\u914d\u5e03\u3057\u3066\u3044\u307e\u3059\u3002 <strong>E<\/strong>\u30ca\u30b8\u30fc <strong>R<\/strong>\u8cc7\u6e90\uff08\u3042\u308b\u3044\u306f\u3001DER\uff09\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6838\u3068\u306a\u308b\u30a8\u30f3\u30b8\u30f3\u306f <a href=\"https:\/\/www.energy.gov\/eere\/solar\/articles\/national-lab-uses-artificial-intelligence-optimize-solar-and-other-distributed\">\u6a5f\u68b0\u5b66\u7fd2\u3068AI\u30d9\u30fc\u30b9\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/a>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u300c\u96fb\u529b\u7db2\u306b\u304a\u3051\u308b\u63a5\u7d9a\u6027\u306e\u6f5c\u5728\u7684\u306a\u5909\u5316\u3084DER\u306e\u6319\u52d5\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u96fb\u529b\u4f1a\u793e\u306e\u914d\u96fb\u8a08\u753b\u3084\u904b\u7528\u5224\u65ad\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u6700\u9069\u5316\u3068\u81ea\u52d5\u5316\u3092\u53ef\u80fd\u306b\u3059\u308b\u300d\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u753b\u9762\u306e\u4e00\u90e8\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.energy.gov\/sites\/prod\/files\/styles\/borealis_photo_gallery_large_respondxl\/public\/2018\/01\/f46\/VADER%204%20screen%202.jpg?itok=ujmkAdQw\" alt=\"\u30bd\u30fc\u30e9\u30fcVADER\u6280\u8853\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\" \/><em>\u51fa\u5178\u306f\u3053\u3061\u3089\u3002 <a href=\"https:\/\/www.energy.gov\/eere\/solar\/articles\/national-lab-uses-artificial-intelligence-optimize-solar-and-other-distributed\">Office of Energy Efficiency &amp; Renewable Energy\u00a0<\/a><\/em><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Nnergix_-_Intersection_of_Meteorology_Analytics_and_Energy\"><\/span>4.Nnergix - \u6c17\u8c61\u5b66\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001\u305d\u3057\u3066\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u4ea4\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/www.nnergix.com\">Nnergix<\/a> \u306f\u30012013\u5e74\u306b\u30d0\u30eb\u30bb\u30ed\u30ca\u3067\u8a2d\u7acb\u3055\u308c\u305f\u4f01\u696d\u3067\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001AI\u30d9\u30fc\u30b9\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u5206\u6790\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u3001\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u7ba1\u7406\u3068\u56de\u8ee2\u6e96\u5099\u306e\u6700\u9069\u5316\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u30b9\u30d4\u30cb\u30f3\u30b0\u30ea\u30b6\u30fc\u30d6\u3068\u306f\u3001\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u8ca0\u8377\u304c\u304b\u304b\u3063\u3066\u3044\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u30aa\u30f3\u30e9\u30a4\u30f3\u306b\u306a\u3063\u3066\u3044\u308b\u767a\u96fb\u30ea\u30bd\u30fc\u30b9\u306e\u3053\u3068\u3067\u3001\u767a\u96fb\u6a5f\u3084\u9001\u96fb\u30ea\u30bd\u30fc\u30b9\u304c\u505c\u6b62\u3057\u305f\u5834\u5408\u306b\u77ed\u6642\u9593\u3067\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Future_of_AI_and_Energy\"><\/span>AI\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u672a\u6765<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e0a\u8a18\u306e\u4f8b\u306f\u3001\u6700\u7d42\u7684\u306b\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u306e\u307b\u3093\u306e\u4e00\u4f8b\u3067\u3059\u3002AI\u306e\u4f7f\u7528\u304c\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u4f8b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4ed6\u306b\u3082\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\u00a0<a href=\"https:\/\/www.ft.com\/content\/27c8aea0-06a9-11e7-97d1-5e720a26771b\">\u77ed\u671f\u8ca0\u8377\u4e88\u6e2c<\/a>\u307e\u305f\u3001\u8001\u673d\u5316\u3057\u305f\u30ea\u30bd\u30fc\u30b9\u3092\u4ea4\u63db\u3059\u308b\u305f\u3081\u306e\u4e88\u77e5\u4fdd\u5168\uff08\u6700\u7d42\u7684\u306b\u6545\u969c\u3057\u3066\u30b3\u30b9\u30c8\u306e\u304b\u304b\u308b\u4fee\u7406\u304c\u767a\u751f\u3059\u308b\u524d\u306b\uff09\u3084 <a href=\"https:\/\/techsee.me\/blog\/ai-in-utilities\/\">\u30ab\u30b9\u30bf\u30de\u30fc\u30fb\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u30d0\u30fc\u30c1\u30e3\u30eb\u30fb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/a>\u3068\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.nanalyze.com\/2018\/02\/itemizing-energy-bill-artificial-intelligence\/\">AI\u3092\u4f7f\u3063\u3066\u96fb\u6c17\u4ee3\u3092\u628a\u63e1\u3059\u308b<\/a>.<\/p>\n<p>\u3082\u3061\u308d\u3093\u3001\u3053\u308c\u3089\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u30ea\u30b9\u30af\u304c\u306a\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff08\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084 <a href=\"https:\/\/www.forbes.com\/sites\/constancedouris\/2018\/01\/16\/as-cyber-threats-to-the-electric-grid-rise-utilities-regulators-seek-solutions\/#7cf03379343e\">\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3055\u308c\u305f\u6a5f\u5668\u3078\u306e\u4f9d\u5b58<\/a>)\u3067\u3082\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d1\u30ef\u30fc\u3068\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u304c\u3042\u308c\u3070\u3001\u767a\u96fb\u6240\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u304c\u6069\u6075\u3092\u53d7\u3051\u308b\u5206\u91ce\u306f\u4ed6\u306b\u3082\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5fc5\u8981\u306a\u8ffd\u52a0\u8981\u7d20\u306f\u5275\u9020\u6027\u3060\u3051\u3067\u3059\u3002<\/p>\n<p>&#8212;&#8212;-<br \/>\n\u4eba\u5de5\u77e5\u80fd\u306e\u5c02\u9580\u5bb6\u306b\u76f8\u8ac7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304b\uff1f\u306b\u9023\u7d61\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.kolabtree.com\/?utm_source=AIEnergy\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30fb\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/a> \u3092Kolabtree\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>The applications of Artificial Intelligence in the energy industry are powering new innovations and helping to develop the smart grid of the future. Christopher Frye, a Kolabtree freelancer, details how artificial intelligence in power plant, with 4 real-world examples. Artificial Intelligence (AI) represents an area that holds significant potential across a wide array of sectors, as much in the value it can create as in the value it can uncover through realizing previously untapped potential. With increases in computing power, coupled with data storage that is more accessible, AI can now produce analyses of data sets in a much more powerful and elegant manner than ever before. In more simple<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/4-ways-artificial-intelligence-is-powering-the-energy-industry\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":62,"featured_media":4775,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,304],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>4 Uses of Artificial Intelligence in Power Plant | The Kolabtree blog<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence in power plant is a big way, helping to store energy, manage renewables, and optimize resources.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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