{"id":2934,"date":"2025-03-10T06:00:00","date_gmt":"2025-03-09T21:00:00","guid":{"rendered":"https:\/\/maru.nagoya\/?p=2934"},"modified":"2025-03-05T18:12:19","modified_gmt":"2025-03-05T09:12:19","slug":"digital-twins-battery-analytics","status":"publish","type":"post","link":"https:\/\/maru.nagoya\/index.php\/2025\/03\/10\/digital-twins-battery-analytics\/","title":{"rendered":"\u6d77\u5916\u8a18\u4e8b\u7d39\u4ecb\uff1a\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u304c\u30d0\u30c3\u30c6\u30ea\u30fc\u89e3\u6790\u306b\u4e0e\u3048\u308b\u5b9f\u8df5\u7684\u5fdc\u7528"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u3084\u30d0\u30c3\u30c6\u30ea\u30fc\u30a8\u30cd\u30eb\u30ae\u30fc\u8caf\u8535\u30b7\u30b9\u30c6\u30e0\uff08BESS\uff09\u306e\u4eee\u60f3\u30ec\u30d7\u30ea\u30ab\u3068\u3057\u3066\u306e\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u6280\u8853\u304c\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u7ba1\u7406\u306b\u3069\u306e\u3088\u3046\u306a\u9769\u547d\u3092\u3082\u305f\u3089\u3059\u304b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u3082\u304f\u3058<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a5ef5da52ecb\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><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><\/span><\/label><input type=\"checkbox\" style='display:none' id=\"ez-toc-cssicon-toggle-item-6a5ef5da52ecb\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/maru.nagoya\/index.php\/2025\/03\/10\/digital-twins-battery-analytics\/#1_%E3%83%AA%E3%82%A2%E3%83%AB%E3%82%BF%E3%82%A4%E3%83%A0%E7%9B%A3%E8%A6%96%E3%81%A8%E8%A8%BA%E6%96%AD\" >1. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u3068\u8a3a\u65ad<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/maru.nagoya\/index.php\/2025\/03\/10\/digital-twins-battery-analytics\/#2_%E4%BA%88%E7%9F%A5%E4%BF%9D%E5%85%A8%E3%81%A8%E6%80%A7%E8%83%BD%E6%9C%80%E9%81%A9%E5%8C%96\" >2. \u4e88\u77e5\u4fdd\u5168\u3068\u6027\u80fd\u6700\u9069\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/maru.nagoya\/index.php\/2025\/03\/10\/digital-twins-battery-analytics\/#3_%E5%AE%89%E5%85%A8%E6%80%A7%E3%81%A8%E3%83%A9%E3%82%A4%E3%83%95%E3%82%B5%E3%82%A4%E3%82%AF%E3%83%AB%E7%AE%A1%E7%90%86\" >3. \u5b89\u5168\u6027\u3068\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/maru.nagoya\/index.php\/2025\/03\/10\/digital-twins-battery-analytics\/#4_%E6%8A%80%E8%A1%93%E7%9A%84%E5%9F%BA%E7%9B%A4%EF%BC%9APDE%E3%81%AE%E5%BD%B9%E5%89%B2\" >4. \u6280\u8853\u7684\u57fa\u76e4\uff1aPDE\u306e\u5f79\u5272<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/maru.nagoya\/index.php\/2025\/03\/10\/digital-twins-battery-analytics\/#5_%E3%81%BE%E3%81%A8%E3%82%81\" >5. \u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-0\"><span class=\"ez-toc-section\" id=\"1_%E3%83%AA%E3%82%A2%E3%83%AB%E3%82%BF%E3%82%A4%E3%83%A0%E7%9B%A3%E8%A6%96%E3%81%A8%E8%A8%BA%E6%96%AD\"><\/span><span class=\"sgb-heading__inner sgb-heading--type4\" style=\"background-color:#303440;border-color:#303440;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\"><strong>1. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u3068\u8a3a\u65ad<\/strong><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div id=\"li-mPR3qlOD2\">\n<div class=\"wp-block-sgb-list\"><div class=\"li-check\"><ul style=\"border-color:#1b479c\"><li><strong>\u57fa\u672c\u6982\u5ff5<\/strong>: \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306f\u3001\u5b9f\u969b\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u72b6\u614b\u3084\u6319\u52d5\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u6a21\u5023\u3059\u308b\u4eee\u60f3\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/li><li><strong>\u30bb\u30f3\u30b5\u30fc\u5229\u7528<\/strong>: \u96fb\u5727\u3001\u96fb\u6d41\u3001\u6e29\u5ea6\u3001\u30a4\u30f3\u30d4\u30fc\u30c0\u30f3\u30b9\u3001\u30b9\u30c8\u30ec\u30a4\u30f3\u30b2\u30fc\u30b8\u306a\u3069\u3001\u57cb\u3081\u8fbc\u307e\u308c\u305f\u5404\u7a2e\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u5e38\u306b\u6700\u65b0\u306e\u72b6\u614b\u3092\u53cd\u6620\u3055\u305b\u307e\u3059\u3002<\/li><li><strong>\u7570\u5e38\u691c\u77e5<\/strong>: \u7570\u5e38\u306a\u6e29\u5ea6\u4e0a\u6607\u3084\u96fb\u5727\u4f4e\u4e0b\u306a\u3069\u3001\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u524d\u306b\u65e9\u671f\u306b\u691c\u51fa\u3067\u304d\u308b\u305f\u3081\u3001\u8fc5\u901f\u306a\u5bfe\u7b56\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/li><li><strong>\u4e8b\u4f8b<\/strong>: \u96fb\u6c17\u81ea\u52d5\u8eca\uff08EV\uff09\u306b\u304a\u3051\u308b\u30bb\u30eb\u30d0\u30e9\u30f3\u30b9\u306e\u76e3\u8996\u3084\u3001\u30b0\u30ea\u30c3\u30c9\u7528\u30d0\u30c3\u30c6\u30ea\u30fc\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u5b89\u5168\u904b\u7528\u306b\u8ca2\u732e\u3002<\/li><\/ul><\/div><\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-1\"><span class=\"ez-toc-section\" id=\"2_%E4%BA%88%E7%9F%A5%E4%BF%9D%E5%85%A8%E3%81%A8%E6%80%A7%E8%83%BD%E6%9C%80%E9%81%A9%E5%8C%96\"><\/span><span class=\"sgb-heading__inner sgb-heading--type4\" style=\"background-color:#303440;border-color:#303440;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\"><strong>2. \u4e88\u77e5\u4fdd\u5168\u3068\u6027\u80fd\u6700\u9069\u5316<\/strong><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div id=\"li-mPR3qlOD2\">\n<div class=\"wp-block-sgb-list\"><div class=\"li-check\"><ul style=\"border-color:#1b479c\"><li><strong>\u4e88\u77e5\u4fdd\u5168<\/strong>: \u904e\u53bb\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u52a3\u5316\u3084\u6545\u969c\u306e\u5146\u5019\u3092\u4e88\u6e2c\u3002<\/li><li><strong>\u52a3\u5316\u4e88\u6e2c<\/strong>: \u65e5\u3005\u306e\u72b6\u614b\u3092\u3082\u3068\u306b\u3001\u72b6\u614b\u306e\u5065\u5eb7\u5ea6\uff08SoH\uff09\u3084\u5145\u96fb\u72b6\u614b\uff08SoC\uff09\u3092\u4e88\u6e2c\u3057\u3001\u6700\u9069\u306a\u4fdd\u5b88\u6642\u671f\u3084\u5145\u96fb\u30b5\u30a4\u30af\u30eb\u3092\u63d0\u6848\u3002<\/li><li><strong>\u5177\u4f53\u4f8b<\/strong>: \u7523\u696d\u7528\u9014\u3067\u306f\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u52a3\u5316\u3092\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u5951\u7d04\u4e0a\u306e\u7d0d\u5165\u3084CAPEX\u7ba1\u7406\u306b\u5bc4\u4e0e\u3002<\/li><li><strong>EV\u306e\u4e8b\u4f8b<\/strong>: Tesla\u306f\u3001\u5404\u8eca\u4e21\u306b\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3092\u5c0e\u5165\u3057\u3066\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7ba1\u7406\u3057\u3001Autopilot\u3084FSD\u30b7\u30b9\u30c6\u30e0\u306e\u6539\u5584\u306b\u6d3b\u7528\u3002<\/li><\/ul><\/div><\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-2\"><span class=\"ez-toc-section\" id=\"3_%E5%AE%89%E5%85%A8%E6%80%A7%E3%81%A8%E3%83%A9%E3%82%A4%E3%83%95%E3%82%B5%E3%82%A4%E3%82%AF%E3%83%AB%E7%AE%A1%E7%90%86\"><\/span><span class=\"sgb-heading__inner sgb-heading--type4\" style=\"background-color:#303440;border-color:#303440;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\"><strong>3. \u5b89\u5168\u6027\u3068\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406<\/strong><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div id=\"li-mPR3qlOD2\">\n<div class=\"wp-block-sgb-list\"><div class=\"li-check\"><ul style=\"border-color:#1b479c\"><li><strong>\u5b89\u5168\u6027\u5411\u4e0a<\/strong>: \u65e9\u671f\u8b66\u544a\u306b\u3088\u308a\u3001\u71b1\u66b4\u8d70\u3084\u77ed\u7d61\u306a\u3069\u306e\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3002<\/li><li><strong>\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406<\/strong>: \u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u4f7f\u7528\u72b6\u6cc1\u3084\u52a3\u5316\u30d1\u30bf\u30fc\u30f3\u3092\u7d99\u7d9a\u7684\u306b\u8ffd\u8de1\u3057\u3001\u6700\u9069\u306a\u4f7f\u7528\u671f\u9650\u306e\u6c7a\u5b9a\u3084\u30ea\u30b5\u30a4\u30af\u30eb\u6642\u671f\u306e\u5224\u65ad\u3092\u652f\u63f4\u3002<\/li><li><strong>\u52b9\u679c<\/strong>: \u5927\u898f\u6a21\u306a\u30b0\u30ea\u30c3\u30c9\u30d0\u30c3\u30c6\u30ea\u30fc\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u30bb\u30eb\u9593\u306e\u3070\u3089\u3064\u304d\u3092\u6e1b\u3089\u3057\u3001\u5168\u4f53\u306e\u5bff\u547d\u5ef6\u9577\u306b\u8ca2\u732e\u3059\u308b\u4e8b\u4f8b\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li><\/ul><\/div><\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-3\"><span class=\"ez-toc-section\" id=\"4_%E6%8A%80%E8%A1%93%E7%9A%84%E5%9F%BA%E7%9B%A4%EF%BC%9APDE%E3%81%AE%E5%BD%B9%E5%89%B2\"><\/span><span class=\"sgb-heading__inner sgb-heading--type4\" style=\"background-color:#303440;border-color:#303440;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\"><strong>4. \u6280\u8853\u7684\u57fa\u76e4\uff1aPDE\u306e\u5f79\u5272<\/strong><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div id=\"li-mPR3qlOD2\">\n<div class=\"wp-block-sgb-list\"><div class=\"li-check\"><ul style=\"border-color:#1b479c\"><li><strong>\u90e8\u5206\u5fae\u5206\u65b9\u7a0b\u5f0f\uff08PDE\uff09<\/strong>: PDE\u306f\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u5185\u306e\u71b1\u5206\u5e03\u3084\u96fb\u89e3\u8cea\u4e2d\u306e\u30a4\u30aa\u30f3\u306e\u52d5\u304d\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/li><li><strong>\u71b1\u65b9\u7a0b\u5f0f<\/strong>: \u30d0\u30c3\u30c6\u30ea\u30fc\u5185\u306e\u6e29\u5ea6\u5909\u5316\u3092\u4e88\u6e2c\u3057\u3001\u904e\u71b1\u3092\u9632\u3050\u305f\u3081\u306e\u5bfe\u7b56\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/li><li><strong>Nernst-Planck\u65b9\u7a0b\u5f0f<\/strong>: \u30a4\u30aa\u30f3\u306e\u62e1\u6563\u3068\u79fb\u52d5\u3092\u89e3\u6790\u3057\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u5145\u653e\u96fb\u72b6\u614b\u3084\u5065\u5eb7\u5ea6\u306e\u63a8\u5b9a\u306b\u5bc4\u4e0e\u3002<\/li><\/ul><\/div><\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-4\"><span class=\"ez-toc-section\" id=\"5_%E3%81%BE%E3%81%A8%E3%82%81\"><\/span><span class=\"sgb-heading__inner sgb-heading--type4\" style=\"background-color:#303440;border-color:#303440;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\"><strong>5. \u307e\u3068\u3081<\/strong><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u6280\u8853\u306f\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u89e3\u6790\u306b\u304a\u3044\u3066\u753b\u671f\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u3001\u4e88\u77e5\u4fdd\u5168\u3001\u6027\u80fd\u6700\u9069\u5316\u3001\u305d\u3057\u3066\u5b89\u5168\u6027\u3068\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3068\u52b9\u7387\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3055\u3089\u306b\u3001IoT\u3084AI\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9053\u304c\u958b\u304b\u308c\u3001\u4eca\u5f8c\u306e\u6280\u8853\u9769\u65b0\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-sanko\"><a href=\"https:\/\/peaxy.net\/digital-twins-practical-applications-in-battery-analytics\/#:~:text=Each%20Tesla%20vehicle%20has%20its,the%20vehicle's%20health%20and%20performance.\" class=\"reference table\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"tbcell refttl\"><i class=\"fas fa-bookmark\" style=\"color: #1b479c\"><\/i>\u53c2\u8003<\/span><span class=\"tbcell refcite\">Digital Twins: Practical applications in battery analytics<span>Peaxy<\/span><\/span><\/a><\/div>\n\n\n\n<p 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