{"id":9029,"date":"2023-05-25T12:13:14","date_gmt":"2023-05-25T03:13:14","guid":{"rendered":"https:\/\/blogs.mathworks.com\/japan-community\/?p=9029"},"modified":"2023-05-25T12:15:08","modified_gmt":"2023-05-25T03:15:08","slug":"phmap23-data-challenge","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/japan-community\/2023\/05\/25\/phmap23-data-challenge\/","title":{"rendered":"\u6c42\u3080\u6311\u6226\u8005\uff01 PHM Asia Pacific 2023 \u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30e3\u30ec\u30f3\u30b8\u3067\u8155\u8a66\u3057"},"content":{"rendered":"<p style=\"text-align: center;\"><em>&#8220;This challenge will provide an excellent platform for participants to demonstrate their abilities, collaborate, and learn from one another.&#8221;<\/em><\/p>\n<p style=\"text-align: right;\">\uff5ePHMAP23 Data Challenge \u306e\u6848\u5185\u304b\u3089\uff5e<\/p>\n<p>&nbsp;<\/p>\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u4e95\u4e0a\uff08<a href=\"https:\/\/twitter.com\/michio_MWJ\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external\">@michio_MWJ<\/a>\uff09\u3067\u3059\u3002\u4eca\u65e5\u306f MathWorks \u3082\u30b9\u30dd\u30f3\u30b5\u30fc\u3068\u3057\u3066\u5fdc\u63f4\u3057\u3066\u3044\u308b\u56fd\u969b\u5b66\u4f1a <a href=\"https:\/\/phmap.jp\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHM Asia Pacific 2023<\/a> \u3067\u5b9f\u65bd\u3055\u308c\u308b <a href=\"https:\/\/phmap.jp\/program-data\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">Data Challenge<\/a> \u306e\u3054\u7d39\u4ecb\u3067\u3059\u3002<\/p>\n<p>\u30c6\u30fc\u30de\u306f\u5b87\u5b99\u6a5f\u63a8\u9032\u7cfb\u306e\u7570\u5e38\u691c\u77e5\u30fb\u8a3a\u65ad\u3002JAXA \u958b\u767a\u306e\u63a8\u9032\u30b7\u30b9\u30c6\u30e0\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3067\u751f\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u53d6\u308a\u7d44\u307f\u3001\u6b21\u4e16\u4ee3\u5b87\u5b99\u6a5f\u306e PHM \u6280\u8853\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u307e\u3057\u3087\u3046\uff01\u3082\u3061\u308d\u3093\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u306b\u7e1b\u308a\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001MATLAB \u306e\u7121\u6599\u30e9\u30a4\u30bb\u30f3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\uff08\u30da\u30fc\u30b8\u4e0b\u90e8\u53c2\u7167\uff09\u306e\u3067\u3001\u3053\u308c\u3092\u6a5f\u306b\u65b0\u3057\u3044 Toolbox \u3092\u5473\u898b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u3064\u3044\u3066\u306f\u00a0<a href=\"https:\/\/phmap.jp\/program-data\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHMAP 23 Data Challenge<\/a> \u306e\u00a09. Analysis Tools \u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1>PHM Asia Pacific 2023?<\/h1>\n<p>\u6b63\u5f0f\u540d\u79f0\u306f <a href=\"https:\/\/phmap.jp\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">Asia Pacific Conference of the Prognostics and Health Management Society 2023<\/a>\u3001\u5065\u5168\u6027\u4e88\u6e2c\u53ca\u3073\u7ba1\u7406\u6280\u8853 (Prognostics and Health Management, PHM) \u3092\u5bfe\u8c61\u306b\u3057\u305f\u5b66\u4f1a\u3067\u3001\u65e5\u672c\u3067\u306f\u521d\u958b\u50ac\u3068\u306a\u308a\u307e\u3059\u30022023 \u5e74 9 \u6708 11 \u65e5\uff5e14 \u65e5\u306b\u6771\u4eac\u90fd\u5185\u3067\u958b\u50ac\u3055\u308c MathWorks \u3082\u30b9\u30dd\u30f3\u30b5\u30fc\u3068\u3057\u3066\u5fdc\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>PHM \u306f\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u3084\u88fd\u54c1\u3068\u3044\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u3068\u305d\u306e\u69cb\u6210\u8981\u7d20\u306e\u6545\u969c\u3092\u691c\u77e5\u3001\u6545\u969c\u7b87\u6240\u306e\u7279\u5b9a\u3001\u6545\u969c\u539f\u56e0\u306e\u8a3a\u65ad\u3001\u6b8b\u5b58\u5bff\u547d\u3092\u4e88\u6e2c\u3057\u3001\u5065\u5168\u6027\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u5b66\u554f\u5206\u91ce\u3067\u3059\u3002PHM \u306b\u95a2\u3059\u308b\u5b66\u8853\u306e\u767a\u5c55\u3068\u7523\u696d\u754c\u3078\u306e\u8ca2\u732e\u3092\u76ee\u6307\u3057\u3001<a href=\"https:\/\/phmsociety.org\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHM Society<\/a> \u3068\u65e5\u672c\u822a\u7a7a\u5b87\u5b99\u5b66\u4f1a\u3068\u306e\u5171\u50ac\u3067\u958b\u50ac\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1>Data Challenge \u6982\u8981<\/h1>\n<p>PHMAP 23 Data Challenge \u306e\u6848\u5185\u30da\u30fc\u30b8\u306f\u3053\u3061\u3089\uff1a<a href=\"https:\/\/protect-us.mimecast.com\/s\/yc0bCZ6gD3I3O5OGSzPfeP?domain=phmap.jp\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">https:\/\/phmap.jp\/program-data\/<\/a><\/p>\n<ul>\n<li><strong>\u5206\u6790\u8ab2\u984c\uff1a\u5b87\u5b99\u6a5f\u63a8\u9032\u7cfb\u306e\u7570\u5e38\u691c\u77e5\u30fb\u8a3a\u65ad<\/strong><\/li>\n<li><strong>\u5fdc\u52df\u7de0\u3081\u5207\u308a\uff1a2023\/6\/30 (Fri)<\/strong><\/li>\n<li><strong>\u53c2\u52a0\u8cc7\u683c\uff1aPHMAP2023 \u306b\u53c2\u52a0\u4e88\u5b9a\u306e\u65b9<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u6b21\u4e16\u4ee3\u5b87\u5b99\u6a5f\u306e\u6545\u969c\u4e88\u6e2c\u3068\u5065\u5eb7\u72b6\u614b\u306e\u7ba1\u7406<\/h2>\n<p><a href=\"https:\/\/www.jaxa.jp\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u5b87\u5b99\u822a\u7a7a\u7814\u7a76\u958b\u767a\u6a5f\u69cb\uff08JAXA\uff09<\/a>\u306f\u3001\u5b87\u5b99\u6a5f\u63a8\u9032\u30b7\u30b9\u30c6\u30e0\u306e PHM \u6280\u8853\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8ecc\u9053\u4e0a\u3067\u53d6\u5f97\u3067\u304d\u308b\u6e2c\u5b9a\u30c7\u30fc\u30bf\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u8a2d\u7f6e\u306e\u5236\u9650\u3084\u30c0\u30a6\u30f3\u30ea\u30f3\u30af\u5bb9\u91cf\u306e\u5236\u9650\u306b\u3088\u308a\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u88c5\u7f6e\u306b\u304a\u3051\u308b\u901a\u5e38\u6761\u4ef6\u3068\u4e88\u60f3\u3055\u308c\u308b\u3059\u3079\u3066\u306e\u6545\u969c\u30b7\u30ca\u30ea\u30aa\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u9ad8\u7cbe\u5ea6\u306a\u5b87\u5b99\u6a5f\u63a8\u9032\u30b7\u30b9\u30c6\u30e0\u306e\u52d5\u7684\u5fdc\u7b54\u3092\u4e88\u6e2c\u3059\u308b\u6570\u5024\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u304c\u7814\u7a76\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u3067\u306f\u3001JAXA \u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u63a8\u9032\u30b7\u30b9\u30c6\u30e0\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3067\u751f\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b63\u5e38\u3001\u30d0\u30d6\u30eb\u7570\u5e38\u3001\u30bd\u30ec\u30ce\u30a4\u30c9\u30d0\u30eb\u30d6\u306e\u6545\u969c\u3001\u305d\u3057\u3066\u672a\u77e5\u306e\u7570\u5e38\u30b1\u30fc\u30b9\u3092\u8a3a\u65ad\u3059\u308b\u3053\u3068\u3067\u3001\u6b21\u4e16\u4ee3\u5b87\u5b99\u6a5f\u306e PHM \u6280\u8853\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n<p><div id=\"attachment_9053\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-9053\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-9053 size-large\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2023\/05\/GettyImages-4986974321-1024x819.jpg\" alt=\"\" width=\"1024\" height=\"819\" \/><p id=\"caption-attachment-9053\" class=\"wp-caption-text\">\u5199\u771f\u306f\u53c2\u8003\u3067\u3059\u3002\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u5143\u3092\u8868\u73fe\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p><\/div><\/p>\n<p>&nbsp;<\/p>\n<h2>\u8ab2\u984c\u8a2d\u5b9a<\/h2>\n<p>\u8ab2\u984c\u306f\u5b87\u5b99\u6a5f\u63a8\u9032\u7cfb\u306e\u7570\u5e38\u306e\u691c\u77e5\u3002\u7570\u5e38\u306e\u767a\u751f\u4f4d\u7f6e\u3092\u7279\u5b9a\u3057\u3001\u6545\u969c\u3067\u3042\u308b\u5834\u5408\u306f\u6545\u969c\u5177\u5408\u3092\u8a3a\u65ad\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u306e\u69d8\u5b50\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u306e\u6982\u8981\u3001\u30c7\u30fc\u30bf\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304a\u3088\u3073\u8ab2\u984c\u306e\u8a73\u7d30\u306f <a href=\"https:\/\/phmap.jp\/program-data\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHMAP 23 Data Challenge<\/a> \u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30bf\u30b9\u30af\u306f\u4ee5\u4e0b\u306e 5 \u3064\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>Task1: \u6b63\u5e38\u30fb\u7570\u5e38\u306e\u4e8c\u5024\u5206\u985e<\/li>\n<li>Task2: \u672a\u77e5\u7570\u5e38\u30fb\u6c17\u6ce1\u7570\u5e38\u30fb\u30d0\u30eb\u30d6\u6545\u969c\u306e\u591a\u5024\u5206\u985e<\/li>\n<li>Task3: \u6c17\u6ce1\u7570\u5e38\u3060\u3063\u305f\u5834\u5408\u306e\u7570\u5e38\u4f4d\u7f6e\u306e\u7279\u5b9a(\u591a\u5024\u5206\u985e)<\/li>\n<li>Task4: \u30d0\u30eb\u30d6\u6545\u969c\u3060\u3063\u305f\u5834\u5408\u306e\u6545\u969c\u4f4d\u7f6e\u306e\u7279\u5b9a(\u591a\u5024\u5206\u985e)<\/li>\n<li>Task5: \u30d0\u30eb\u30d6\u6545\u969c\u3060\u3063\u305f\u5834\u5408\u3001\u30d0\u30eb\u30d6\u304c\u3069\u308c\u3060\u3051\u58ca\u308c\u3066\u3044\u308b\u304b(\u3069\u308c\u3060\u3051\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u308b\u304b)\u30920~100%\u306e\u9593\u3067\u8a3a\u65ad(\u56de\u5e30\u4e88\u6e2c)<\/li>\n<\/ul>\n<h3>\u30c7\u30fc\u30bf\u306e\u6982\u8981<\/h3>\n<p>\u4f9b\u7d66\u7ba1\u306e\u30d0\u30eb\u30d6\u3092 3 \u56de\u958b\u9589\u3055\u305b\u305f\u969b\u306b\u751f\u3058\u308b\u5185\u90e8\u306e\u6c34\u306e\u6642\u7cfb\u5217\u5727\u529b\u30c7\u30fc\u30bf\u304c\u5bfe\u8c61\u3067\u3059\u3002\u5b87\u5b99\u6a5f\u306e\u500b\u4f53\u5dee\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u30014 \u3064\u306e\u5b87\u5b99\u6a5f\u3054\u3068\u306b\u3001\u30d0\u30eb\u30d6\u306e\u958b\u9589\u306b\u82e5\u5e72\u306e\u7279\u5fb4\u304c\u52a0\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf 177\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf 46<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3068\u3057\u3066\u306f\n<ul>\n<li>\u6b63\u5e38\u30c7\u30fc\u30bf\uff1a\u6c17\u6ce1\u306e\u6df7\u5165\u3084\u30d0\u30eb\u30d6\u306e\u6545\u969c\u306a\u3069\u304c\u767a\u751f\u3057\u3066\u304a\u3089\u305a\u3001\u7ba1\u5185\u306e\u6c34\u304c\u9069\u5207\u306b\u99c6\u52d5\u3055\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/li>\n<li>\u6c17\u6ce1\u7570\u5e38\u30c7\u30fc\u30bf\uff1a8 \u7b87\u6240\u306e\u3046\u3061\u3069\u3053\u304b\u306b\u6c17\u6ce1\u304c\u5165\u308a\u8fbc\u3093\u3067\u3044\u308b\u30b1\u30fc\u30b9<\/li>\n<li>\u30bd\u30ec\u30ce\u30a4\u30c9\u30d0\u30eb\u30d6\uff08\u96fb\u78c1\u5f01\uff09\u6545\u969c\u30c7\u30fc\u30bf\uff1a4 \u7b87\u6240\u306e\u3046\u3061\u3069\u3053\u304b\u306e\u30d0\u30eb\u30d6\u304c\u58ca\u308c\u3066\u304a\u308a\u3001\u3046\u307e\u304f\u30d0\u30eb\u30d6\u304c\u958b\u3051\u3089\u308c\u3066\u3044\u306a\u3044\u30b1\u30fc\u30b9\u3002\u58ca\u308c\u5177\u5408 (Opening ratio) \u306f\u4e00\u5b9a\u3067\u306f\u306a\u3044<\/li>\n<li>\u672a\u77e5\u306e\u7570\u5e38\u30c7\u30fc\u30bf\uff1a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u7570\u5e38\u30b1\u30fc\u30b9\u3002\u5b9f\u969b\u306e\u5b87\u5b99\u6a5f\u904b\u7528\u3067\u306f\u3053\u3061\u3089\u304c\u591a\u6570\u6d3e\u306a\u306e\u3067\u3001\u691c\u77e5\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u5185\u8a33\n<ul>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\n<ul>\n<li>\u5b87\u5b99\u6a5f1\u306e\u6b63\u5e38\u30c7\u30fc\u30bf\u6570\uff1a35<\/li>\n<li>\u5b87\u5b99\u6a5f2\u306e\u6b63\u5e38\u30c7\u30fc\u30bf\u6570\uff1a35<\/li>\n<li>\u5b87\u5b99\u6a5f3\u306e\u6b63\u5e38\u30c7\u30fc\u30bf\u6570\uff1a35<\/li>\n<li>\u5b87\u5b99\u6a5f1\u306e\u7570\u5e38\u30c7\u30fc\u30bf\u6570\uff1a24<\/li>\n<li>\u5b87\u5b99\u6a5f2\u306e\u7570\u5e38\u30c7\u30fc\u30bf\u6570\uff1a24<\/li>\n<li>\u5b87\u5b99\u6a5f3\u306e\u7570\u5e38\u30c7\u30fc\u30bf\u6570\uff1a24<\/li>\n<\/ul>\n<\/li>\n<li>\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\n<ul>\n<li>\u5b87\u5b99\u6a5f1\u306e\u30c7\u30fc\u30bf\u6570\uff1a23<\/li>\n<li>\u5b87\u5b99\u6a5f4\u306e\u30c7\u30fc\u30bf\u6570\uff1a23\uff08\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u5f97\u70b9\u6bd4\u91cd\u304c\u500d\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u5b87\u5b99\u6a5f\u306b\u5bfe\u3057\u3066\u306e\u4e88\u6e2c\u306b\u5f97\u70b9\u6bd4\u91cd\u304c\u91cd\u304f\u7f6e\u304b\u308c\u3066\u3044\u308b\u70b9\u306f\u9762\u767d\u3044\u3067\u3059\u306d\u3002<\/p>\n<h1><\/h1>\n<h1>\u307e\u3068\u3081<\/h1>\n<p>\u3053\u3053\u304b\u3089\u5148\u306f\u30b3\u30f3\u30da\u306b\u53c2\u52a0\u3059\u308b\u65b9\u306e\u304a\u697d\u3057\u307f\u30fb\u30fb\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u79c1\u304b\u3089\u306e\u7d39\u4ecb\u306f\u3053\u3053\u307e\u3067\u3068\u3057\u307e\u3059\u3002\u3044\u305a\u308c\u306b\u3057\u3066\u3082\u307e\u305a\u306f\u30c7\u30fc\u30bf\u306e\u628a\u63e1\u3068\u8ab2\u984c\u306e\u7406\u89e3\u304c\u7b2c\u4e00\u6b69\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u5fdc\u52df\u7de0\u3081\u5207\u308a\u306f 6 \u6708 30 \u65e5\uff08\u91d1\uff09\u9811\u5f35\u3063\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<h2>MATLAB License \u63d0\u4f9b\u4e2d\uff01<\/h2>\n<p>\u672c Data Challenge \u7528\u306b\u4ee5\u4e0b\u306e Toolbox \u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u8a73\u7d30\u306f <a href=\"https:\/\/phmap.jp\/program-data\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHMAP 23 Data Challenge<\/a> \u306e\u00a09. Analysis Tools \u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td>1.<\/td>\n<td>MATLAB<\/td>\n<td>10.<\/td>\n<td>Wavelet Toolbox<\/td>\n<\/tr>\n<tr>\n<td>2.<\/td>\n<td>MATLAB Test<\/td>\n<td>11.<\/td>\n<td>Audio Toolbox<\/td>\n<\/tr>\n<tr>\n<td>3.<\/td>\n<td>Parallel Computing Toolbox<\/td>\n<td>12.<\/td>\n<td>DSP System Toolbox<\/td>\n<\/tr>\n<tr>\n<td>4.<\/td>\n<td>Statistics and Machine Learning Toolbox<\/td>\n<td>13.<\/td>\n<td>System Identification Toolbox<\/td>\n<\/tr>\n<tr>\n<td>5.<\/td>\n<td>Deep Learning Toolbox<\/td>\n<td>14.<\/td>\n<td>Econometrics Toolbox<\/td>\n<\/tr>\n<tr>\n<td>6.<\/td>\n<td>Curve Fitting Toolbox<\/td>\n<td>15.<\/td>\n<td>Symbolic Math Toolbox<\/td>\n<\/tr>\n<tr>\n<td>7.<\/td>\n<td>Text Analytics Toolbox<\/td>\n<td>16.<\/td>\n<td>Optimization Toolbox<\/td>\n<\/tr>\n<tr>\n<td>8.<\/td>\n<td>Predictive Maintenance Toolbox<\/td>\n<td>17.<\/td>\n<td>Global Optimization Toolbox<\/td>\n<\/tr>\n<tr>\n<td>9.<\/td>\n<td>Signal Processing Toolbox<\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2023\/05\/GettyImages-4986974321-scaled.jpg\" class=\"img-responsive attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\u5199\u771f\u306f\u53c2\u8003\u3067\u3059\u3002\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u5143\u3092\u8868\u73fe\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\" decoding=\"async\" loading=\"lazy\" \/><\/div>\n<p>&#8220;This challenge will provide an excellent platform for participants to demonstrate their abilities, collaborate, and learn from one another.&#8221;<br \/>\n\uff5ePHMAP23 Data Challenge&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/japan-community\/2023\/05\/25\/phmap23-data-challenge\/\">read more >><\/a><\/p>\n","protected":false},"author":159,"featured_media":9053,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[76,41],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/9029"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/comments?post=9029"}],"version-history":[{"count":13,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/9029\/revisions"}],"predecessor-version":[{"id":9077,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/9029\/revisions\/9077"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/media\/9053"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/media?parent=9029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/categories?post=9029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/tags?post=9029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}