\u73fe\u5834\u3067\u6a5f\u68b0\u306e\u7570\u5e38\u3092\u65e9\u304f\u898b\u3064\u3051\u308b\u306b\u306f\u3001\u76ee\u3067\u898b\u308b\u3001\u89e6\u3063\u3066\u6e29\u5ea6\u3092\u611f\u3058\u308b\u3001\u9f3b\u3067\u306b\u304a\u3044\u3092\u55c5\u3050\u3001\u3068\u3044\u3063\u305f\u57fa\u672c\u7684\u306a\u89b3\u5bdf\u306b\u52a0\u3048\u3066\u3001\u8033\u3067\u300c\u97f3\u300d\u3092\u8074\u304d\u5206\u3051\u308b\u3053\u3068\u304c\u3068\u3066\u3082\u6709\u52b9\u3067\u3042\u308b\u3002\u97f3\u306f\u3001\u6a5f\u68b0\u306e\u5185\u90e8\u3067\u8d77\u304d\u3066\u3044\u308b\u6469\u8017\u3084\u885d\u7a81\u3001\u3053\u3059\u308c\u3001\u30ac\u30bf\u3064\u304d\u3068\u3044\u3063\u305f\u73fe\u8c61\u304c\u5916\u306b\u73fe\u308c\u305f\u3082\u306e\u3067\u3001\u5916\u88c5\u3092\u958b\u3051\u306a\u304f\u3066\u3082\u72b6\u6cc1\u306e\u5909\u5316\u306b\u6c17\u3065\u3051\u308b\u5229\u70b9\u304c\u3042\u308b\u3002\u52a0\u3048\u3066\u3001\u30de\u30a4\u30af\u3084\u8d85\u97f3\u6ce2\u7528\u306e\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u30bb\u30f3\u30b5\u30fc\u306a\u3069\u306e\u8a08\u6e2c\u6a5f\u5668\u3067\u97f3\u3092\u6570\u5024\u3068\u3057\u3066\u6271\u3048\u308b\u305f\u3081\u3001\u7d4c\u9a13\u3060\u3051\u306b\u983c\u3089\u306a\u3044\u5ba2\u89b3\u7684\u306a\u76e3\u8996\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002[1][2][3][4][5][6]\n\n\n\n
\u97f3\u306b\u6ce8\u76ee\u3059\u308b\u7b2c\u4e00\u306e\u7406\u7531\u306f\u3001\u300c\u7570\u5e38\u306e\u59cb\u307e\u308a\u304c\u9ad8\u3044\u5468\u6ce2\u6570\u306e\u97f3\u3068\u3057\u3066\u6700\u521d\u306b\u73fe\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u300d\u304b\u3089\u3067\u3042\u308b\u3002\u4eba\u306e\u8033\u306b\u805e\u3053\u3048\u308b\u97f3\u306f\u304a\u304a\u3088\u305d20Hz\u301c20kHz\u3060\u304c\u3001\u3053\u306e\u4e0a\u306e\u9818\u57df\u306b\u3042\u308b\u8d85\u97f3\u6ce2\uff0820kHz\u8d85\uff09\u3084\u3001\u6750\u6599\u306e\u4e2d\u3092\u4f1d\u308f\u308b\u5fae\u5c0f\u306a\u5f3e\u6027\u6ce2\uff08\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u30fb\u30a8\u30df\u30c3\u30b7\u30e7\u30f3\uff1aAE\uff09\u306f\u3001\u3054\u304f\u521d\u671f\u306e\u5fae\u7d30\u306a\u50b7\u3084\u6469\u8017\u3001\u304d\u88c2\u306e\u9032\u5c55\u3067\u767a\u751f\u3059\u308b\u3002\u56de\u8ee2\u6a5f\u306e\u4f8b\u3067\u306f\u3001\u8ef8\u53d7\u306e\u8ee2\u8d70\u9762\u306b\u3054\u304f\u5c0f\u3055\u306a\u640d\u50b7\u304c\u3067\u304d\u308b\u3068\u3001\u307e\u3060\u53ef\u8074\u57df\u306e\u300c\u7570\u97f3\u300d\u3084\u5168\u4f53\u306e\u300c\u632f\u52d5\u300d\u3068\u3057\u3066\u306f\u306f\u3063\u304d\u308a\u51fa\u306a\u3044\u6bb5\u968e\u3067\u3082\u3001\u8d85\u97f3\u6ce2\u3084AE\u3068\u3057\u3066\u5146\u5019\u304c\u73fe\u308c\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u308b\u3002\u3053\u306e\u305f\u3081\u3001AE\u3084\u8d85\u97f3\u6ce2\u3092\u62fe\u3048\u308b\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u672b\u671f\u306e\u5927\u304d\u306a\u632f\u52d5\u306e\u524d\u306b\u65e9\u671f\u691c\u77e5\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002[7][8][4][5][9]\n\n\n\n
\u7b2c\u4e8c\u306e\u7406\u7531\u306f\u3001\u300c\u97f3\u306f\u63a5\u89e6\u30fb\u885d\u6483\u30fb\u6469\u64e6\u3068\u3044\u3063\u305f\u6545\u969c\u539f\u56e0\u306e\u7269\u7406\u73fe\u8c61\u306b\u76f4\u7d50\u3057\u3066\u3044\u308b\u300d\u305f\u3081\u3001\u72b6\u614b\u5909\u5316\u306e\u610f\u5473\u3065\u3051\u304c\u3057\u3084\u3059\u3044\u3053\u3068\u3067\u3042\u308b\u3002\u4f8b\u3048\u3070\u3001\u7389\u3084\u3053\u308d\u304c\u8ee2\u8d70\u8def\u306e\u6b20\u9665\u306b\u5f53\u305f\u308b\u3068\u5468\u671f\u7684\u306a\u885d\u6483\u97f3\u306e\u6210\u5206\u304c\u5897\u3048\u3001\u6f64\u6ed1\u304c\u60aa\u5316\u3059\u308b\u3068\u9ad8\u5468\u6ce2\u306e\u64e6\u904e\u97f3\u304c\u5f37\u307e\u308b\u3001\u3068\u3044\u3063\u305f\u5178\u578b\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308b\u3002AE\u6cd5\u3067\u306f\u3001\u6750\u6599\u5185\u90e8\u306e\u5fae\u5c0f\u306a\u5272\u308c\u3084\u5851\u6027\u5909\u5f62\u306b\u4f34\u3046\u5f3e\u6027\u6ce2\u3092\u76f4\u63a5\u3068\u3089\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u304d\u88c2\u3084\u6469\u8017\u3068\u3044\u3046\u539f\u56e0\u5074\u306e\u51fa\u6765\u4e8b\u306b\u8fd1\u3044\u60c5\u5831\u3092\u62fe\u3048\u308b\u70b9\u304c\u5927\u304d\u306a\u5f37\u307f\u3067\u3042\u308b\u3002\u3053\u3046\u3057\u305f\u300c\u539f\u56e0\u306b\u8fd1\u3044\u4fe1\u53f7\u300d\u3092\u76e3\u8996\u3067\u304d\u308c\u3070\u3001\u6e29\u5ea6\u4e0a\u6607\u3084\u5927\u304d\u306a\u632f\u52d5\u3068\u3044\u3063\u305f\u7d50\u679c\u5074\u306e\u5909\u5316\u3092\u5f85\u305f\u305a\u306b\u3001\u65e9\u3081\u306e\u624b\u5f53\u3066\u306b\u3064\u306a\u3052\u3084\u3059\u304f\u306a\u308b\u3002[2][8][4][5][9][6][7]\n\n\n\n
\u7b2c\u4e09\u306b\u3001\u300c\u97f3\u306f\u975e\u63a5\u89e6\u307e\u305f\u306f\u7c21\u6613\u306a\u53d6\u308a\u4ed8\u3051\u3067\u5e83\u7bc4\u56f2\u3092\u898b\u5f35\u308c\u308b\u300d\u73fe\u5b9f\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u3002\u632f\u52d5\u30bb\u30f3\u30b5\u30fc\u306f\u7b50\u4f53\u306b\u53d6\u308a\u4ed8\u3051\u3084\u3059\u304f\u904b\u7528\u6027\u306b\u512a\u308c\u308b\u304c\u3001\u97f3\u97ff\u30bb\u30f3\u30b5\u30fc\u3082\u7a7a\u9593\u306e\u4e00\u70b9\u306b\u8a2d\u7f6e\u3057\u3066\u8907\u6570\u6a5f\u5668\u3092\u30e2\u30cb\u30bf\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u914d\u7f6e\u306e\u81ea\u7531\u5ea6\u3092\u78ba\u4fdd\u3057\u3084\u3059\u3044\u5834\u9762\u304c\u3042\u308b\u3002\u7279\u306b\u8d85\u97f3\u6ce2\u306e\u6307\u5411\u6027\u3092\u6d3b\u304b\u3057\u305f\u30ea\u30fc\u30af\uff08\u5727\u7e2e\u7a7a\u6c17\u3084\u30ac\u30b9\u306e\u6f0f\u3048\u3044\uff09\u691c\u77e5\u3084\u3001\u914d\u7ba1\u5185\u306e\u8a70\u307e\u308a\u306e\u5146\u5019\u628a\u63e1\u3067\u306f\u3001\u97f3\u306e\u6d3b\u7528\u304c\u6709\u52b9\u3068\u3055\u308c\u308b\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u30a2\u30af\u30bb\u30b9\u3057\u3065\u3089\u3044\u5bfe\u8c61\u3084\u591a\u6570\u306e\u8a2d\u5099\u3092\u307e\u3068\u3081\u3066\u76e3\u8996\u3057\u305f\u3044\u5834\u5408\u306b\u3001\u97f3\u306f\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u3084\u3059\u3044\u3002[10][4][5][9][2]\n\n\n\n
\u3082\u3061\u308d\u3093\u3001\u97f3\u306b\u306f\u8ab2\u984c\u3082\u3042\u308b\u3002\u74b0\u5883\u30ce\u30a4\u30ba\u304c\u591a\u3044\u73fe\u5834\u3067\u306f\u5468\u56f2\u306e\u9a12\u97f3\u306b\u307e\u304e\u308c\u3066\u3057\u307e\u3044\u3001\u53ef\u8074\u57df\u306e\u7570\u5e38\u97f3\u3060\u3051\u306b\u983c\u308b\u3068\u898b\u9003\u3057\u304c\u5897\u3048\u308b\u3002\u3053\u306e\u70b9\u3067\u3001\u3088\u308a\u9ad8\u5468\u6ce2\u3092\u6271\u3046\u8d85\u97f3\u6ce2\u3084AE\u306f\u3001\u5468\u56f2\u96d1\u97f3\u306e\u5f71\u97ff\u3092\u53d7\u3051\u306b\u304f\u304f\u7570\u5e38\u306e\u62bd\u51fa\u306b\u5411\u304f\u3068\u3055\u308c\u308b\u304c\u3001\u30bb\u30f3\u30b5\u30fc\u306e\u53d6\u308a\u4ed8\u3051\u4f4d\u7f6e\u3084\u4f1d\u642c\u7d4c\u8def\u306e\u78ba\u4fdd\u3001\u30ab\u30c3\u30d7\u30ea\u30f3\u30b0\u6750\u306e\u4f7f\u7528\u306a\u3069\u3001\u6e2c\u5b9a\u306e\u4f5c\u6cd5\u304c\u91cd\u8981\u306b\u306a\u308b\u3002AE\u30bb\u30f3\u30b5\u30fc\u306f\u5bfe\u8c61\u3078\u306e\u5bc6\u7740\u304c\u5fc5\u8981\u3067\u3001\u97f3\u97ff\u7684\u306a\u7d4c\u8def\u304c\u78ba\u7acb\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u611f\u5ea6\u304c\u5341\u5206\u306b\u51fa\u306a\u3044\u305f\u3081\u3001\u4f4d\u7f6e\u9078\u5b9a\u3068\u53d6\u308a\u4ed8\u3051\u54c1\u8cea\u304c\u6210\u5426\u3092\u5206\u3051\u308b\u3002\u307e\u305f\u3001\u691c\u77e5\u306e\u3057\u304d\u3044\u5024\u304c\u9ad8\u3059\u304e\u308c\u3070\u5146\u5019\u3092\u9003\u3057\u3001\u4f4e\u3059\u304e\u308c\u3070\u4e0d\u8981\u306a\u30a2\u30e9\u30fc\u30e0\u304c\u5897\u3048\u308b\u305f\u3081\u3001\u5bfe\u8c61\u6a5f\u5668\u3068\u6545\u969c\u30e2\u30fc\u30c9\u306b\u5fdc\u3058\u305f\u8a2d\u5b9a\u3068\u691c\u8a3c\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002[3][8][4][5][9][2][7]\n\n\n\n
\u97f3\u3068\u632f\u52d5\u306e\u95a2\u4fc2\u3082\u6574\u7406\u3057\u3066\u304a\u304d\u305f\u3044\u3002\u73fe\u5834\u5b9f\u7e3e\u3067\u306f\u3001\u56de\u8ee2\u6a5f\u306e\u76e3\u8996\u306b\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u306f\u632f\u52d5\u3067\u3001\u7570\u5e38\u306e\u7a2e\u985e\u3054\u3068\u306b\u78ba\u7acb\u3057\u305f\u89e3\u6790\u624b\u6cd5\u304c\u3042\u308b\u3002\u632f\u52d5\u306f\u7570\u5e38\u306e\u65e9\u671f\u691c\u77e5\u6307\u6a19\u3068\u3057\u3066\u5f37\u529b\u3067\u3001\u6e29\u5ea6\u3088\u308a\u5148\u306b\u5146\u5019\u304c\u73fe\u308c\u3084\u3059\u3044\u3068\u3044\u3046\u77e5\u898b\u304c\u5171\u6709\u3055\u308c\u3066\u3044\u308b\u3002\u4e00\u65b9\u3067\u3001\u8d85\u97f3\u6ce2\u3084AE\u306f\u3001\u632f\u52d5\u3068\u3057\u3066\u9855\u5728\u5316\u3059\u308b\u524d\u6bb5\u306e\u5fae\u5c0f\u30a4\u30d9\u30f3\u30c8\u3092\u691c\u77e5\u3067\u304d\u308b\u4f59\u5730\u304c\u3042\u308b\u305f\u3081\u3001\u3055\u3089\u306b\u65e9\u3044\u6bb5\u968e\u3067\u306e\u5bdf\u77e5\u306b\u3064\u306a\u304c\u308a\u3046\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u300c\u632f\u52d5\u3067\u5e83\u304f\u5805\u5b9f\u306b\u300d\u300c\u97f3\uff08\u7279\u306b\u8d85\u97f3\u6ce2\u30fbAE\uff09\u3067\u3055\u3089\u306b\u524d\u5012\u3057\u306b\u300d\u3068\u3044\u3046\u7d44\u307f\u5408\u308f\u305b\u304c\u3001\u691c\u77e5\u306e\u539a\u307f\u3092\u5897\u3059\u3046\u3048\u3067\u5408\u7406\u7684\u3067\u3042\u308b\u3002[11][12][8][5][13][9][2]\n\n\n\n
\u97f3\u306b\u57fa\u3065\u304f\u76e3\u8996\u3092\u5b9f\u969b\u306b\u9032\u3081\u308b\u969b\u306f\u3001\u76ee\u7684\u3068\u5bfe\u8c61\u306b\u6cbf\u3063\u3066\u30bb\u30f3\u30b5\u30fc\u3068\u5468\u6ce2\u6570\u5e2f\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3060\u3002\u8ef8\u53d7\u3084\u30ae\u30a2\u306e\u5fae\u5c0f\u640d\u50b7\u306e\u521d\u671f\u5146\u5019\u3092\u72d9\u3046\u306a\u3089AE\u3084\u8d85\u97f3\u6ce2\u9818\u57df\u3092\u6271\u3048\u308b\u30bb\u30f3\u30b5\u30fc\u3001\u5468\u671f\u7684\u306a\u885d\u6483\u3084\u30a2\u30f3\u30d0\u30e9\u30f3\u30b9\u3092\u5e83\u304f\u8ffd\u3046\u306a\u3089\u632f\u52d5\u30fb\u53ef\u8074\u97f3\u306e\u4f75\u7528\u304c\u9069\u3057\u3066\u3044\u308b\u3002\u53d6\u308a\u4ed8\u3051\u3067\u306f\u3001AE\u306f\u5bfe\u8c61\u306b\u5bc6\u7740\u3055\u305b\u3001\u97f3\u97ff\u7d4c\u8def\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3001\u7a7a\u6c17\u4e2d\u8d85\u97f3\u6ce2\u306f\u6307\u5411\u6027\u3068\u8ddd\u96e2\u6e1b\u8870\u3092\u8e0f\u307e\u3048\u305f\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u3057\u304d\u3044\u5024\u8a2d\u5b9a\u304c\u9375\u3068\u306a\u308b\u3002\u307e\u305f\u3001\u6a5f\u5668\u3054\u3068\u306b\u300c\u6b63\u5e38\u306a\u97f3\u306e\u6307\u7d0b\u300d\u3092\u53ce\u96c6\u3057\u3001\u50be\u5411\u5909\u5316\u3092\u898b\u5f35\u308b\u3053\u3068\u3067\u74b0\u5883\u306e\u5f71\u97ff\u3092\u76f8\u6bba\u3057\u3084\u3059\u304f\u306a\u308b\u3002AI\u3092\u4f7f\u3046\u5834\u5408\u3082\u3001\u6e29\u5ea6\u3084\u96fb\u6d41\u306a\u3069\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u3042\u308f\u305b\u3066\u5b66\u7fd2\u3055\u305b\u308b\u3068\u5224\u5225\u7cbe\u5ea6\u304c\u4e0a\u304c\u308a\u3001\u8aa4\u5831\u3084\u898b\u9003\u3057\u3092\u6291\u3048\u3089\u308c\u308b\u3002[8][14][5][2][3][7]\n\n\n\n
\u97f3\u306b\u6ce8\u76ee\u3059\u308b\u5b9f\u52d9\u4e0a\u306e\u52b9\u679c\u306f\u3001\u6b21\u306e\u4e09\u70b9\u306b\u96c6\u7d04\u3067\u304d\u308b\u3002\u7b2c\u4e00\u306b\u3001\u5146\u5019\u306e\u65e9\u671f\u628a\u63e1\u306b\u3088\u308a\u3001\u8a08\u753b\u505c\u6b62\u3078\u7f6e\u304d\u63db\u3048\u3066\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3092\u77ed\u7e2e\u3067\u304d\u308b\u3002\u7b2c\u4e8c\u306b\u3001\u6469\u8017\u306e\u6bb5\u968e\u3067\u624b\u3092\u6253\u3066\u308b\u305f\u3081\u3001\u90e8\u54c1\u3092\u300c\u4f7f\u3044\u5207\u3063\u3066\u304b\u3089\u300d\u4ea4\u63db\u3057\u3084\u3059\u304f\u3001\u904e\u5270\u6574\u5099\u3092\u907f\u3051\u3089\u308c\u308b\u3002\u7b2c\u4e09\u306b\u3001\u7570\u5e38\u6642\u306e\u7279\u5fb4\u97f3\u304b\u3089\u539f\u56e0\u3092\u63a8\u5b9a\u3057\u3001\u70b9\u691c\u7bc4\u56f2\u3092\u7d5e\u3063\u3066\u5fa9\u65e7\u6642\u9593\u3092\u77ed\u304f\u3067\u304d\u308b\u3002\u3053\u308c\u3089\u306f\u5b89\u5168\u6027\u306e\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308a\u3001\u7126\u308a\u306b\u3088\u308b\u7121\u7406\u306a\u518d\u7a3c\u50cd\u3084\u4e8c\u6b21\u707d\u5bb3\u306e\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002[5][6][2][3][8][10]\n\n\n\n
\u6700\u5f8c\u306b\u3001\u97f3\u306f\u4eba\u306e\u611f\u899a\u306b\u8a34\u3048\u308b\u76f4\u89b3\u7684\u306a\u6307\u6a19\u3067\u3082\u3042\u308b\u3002\u719f\u7df4\u8005\u306f\u65e5\u5e38\u306e\u300c\u3044\u3064\u3082\u3068\u9055\u3046\u97f3\u300d\u306b\u654f\u611f\u3067\u3001\u65e9\u3044\u6bb5\u968e\u3067\u9055\u548c\u611f\u3092\u62fe\u3063\u3066\u304d\u305f\u6b74\u53f2\u304c\u3042\u308b\u3002\u305d\u306e\u7d4c\u9a13\u77e5\u3092\u30bb\u30f3\u30b5\u30fc\u3067\u6570\u5024\u5316\u3057\u3001\u8ab0\u3067\u3082\u6271\u3048\u308b\u57fa\u6e96\u306b\u843d\u3068\u3057\u8fbc\u3080\u3053\u3068\u3067\u3001\u7d4c\u9a13\u306e\u7d99\u627f\u3068\u5ba2\u89b3\u6027\u306e\u4e21\u7acb\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002\u97f3\u306b\u6ce8\u76ee\u3059\u308b\u7406\u7531\u306f\u3001\u521d\u671f\u5146\u5019\u306b\u5f37\u304f\u3001\u539f\u56e0\u306b\u8fd1\u3044\u73fe\u8c61\u3092\u6349\u3048\u3084\u3059\u304f\u3001\u904b\u7528\u9762\u306e\u81ea\u7531\u5ea6\u3082\u5f97\u3089\u308c\u308b\u3068\u3044\u3046\u3001\u7406\u5c48\u3068\u5b9f\u52d9\u306e\u53cc\u65b9\u306b\u88cf\u3065\u3051\u304c\u3042\u308b\u304b\u3089\u3060\u3002\u632f\u52d5\u3084\u6e29\u5ea6\u3001\u96fb\u6d41\u306a\u3069\u3068\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u3055\u3089\u306b\u5805\u7262\u306a\u76e3\u8996\u4f53\u5236\u304c\u7bc9\u3051\u308b\u3002\u73fe\u5b9f\u7684\u306a\u4e00\u6b69\u3068\u3057\u3066\u306f\u3001\u91cd\u8981\u306a\u56de\u8ee2\u6a5f\u304b\u3089\u3001\u53ef\u8074\u97f3\u30fb\u632f\u52d5\u30fb\u8d85\u97f3\u6ce2\u306e\u4e09\u5c64\u3067\u300c\u6b63\u5e38\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u300d\u3092\u96c6\u3081\u3001\u74b0\u5883\u306b\u5408\u308f\u305b\u305f\u3057\u304d\u3044\u5024\u3092\u6bb5\u968e\u7684\u306b\u8abf\u6574\u3057\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u52b9\u679c\u7684\u3067\u3042\u308b\u3002[14][6][1][2][3][8][5]\n\n\n\n[1] https:\/\/monoto.co.jp\/sp-iot-sensor\/<\/p>\n\n\n\n[2] https:\/\/www.fujielectric.co.jp\/about\/column\/detail\/fa_09.html<\/p>\n\n\n\n[3] https:\/\/jpn.nec.com\/solution\/dotdata\/tips\/failure-prediction\/index.html<\/p>\n\n\n\n[4] https:\/\/www.inrevium.com\/pickup\/aesensor\/<\/p>\n\n\n\n[5] https:\/\/eetimes.itmedia.co.jp\/ee\/articles\/2310\/02\/news001.html<\/p>\n\n\n\n[6] https:\/\/www.thk.com\/brand\/omniedge\/jp\/useful\/post_6.html<\/p>\n\n\n\n[7] https:\/\/metoree.com\/categories\/2129\/<\/p>\n\n\n\n[8] https:\/\/www.juntsu.co.jp\/setsubisindan\/sindan_kaisetsu2.php<\/p>\n\n\n\n[9] https:\/\/www.jsndi.jp\/bulletin\/J_01_Jun18.html<\/p>\n\n\n\n[10] https:\/\/solution.murata.com\/ja-jp\/service\/wireless-sensor\/manufacturing-industry-dx\/predictive-maintenance\/<\/p>\n\n\n\n[11] https:\/\/www.takagi-c.com\/product-search\/2021\/10\/06\/542<\/p>\n\n\n\n[12] https:\/\/we-are-imv.com\/support\/after\/mailmagazine\/item\/872\/<\/p>\n\n\n\n[13] https:\/\/core.ac.uk\/download\/pdf\/286937074.pdf<\/p>\n\n\n\n[14] https:\/\/axel.as-1.co.jp\/contents\/oc\/predictive_maintenance<\/p>\n\n\n\n[15] https:\/\/kyutech.repo.nii.ac.jp\/record\/6601\/files\/sei_k_361.pdf<\/p>\n\n\n\n[16] https:\/\/www.j-techno.co.jp\/seminar\/seminar-75794\/<\/p>\n\n\n\n[17] https:\/\/products.kanaden.co.jp\/labo\/predictive\/predictive_1\/<\/p>\n\n\n\n[18] https:\/\/www.mri-jma.go.jp\/Publish\/AnnualReport\/2023\/Annual_report2023_2.pdf<\/p>\n\n\n\n[19] https:\/\/newji.ai\/procurement-purchasing\/fundamentals-of-acoustic-emission-ae-method-and-its-application-in-diagnosing-rotating-machinery-equipment\/[20] https:\/\/mentena.biz\/insight\/preventive_maintenance\/<\/p>\n\n\n\n
<\/p>\n\n\n\n
\u203b\u672c\u30da\u30fc\u30b8\u306f\u3001AI\u306e\u6d3b\u7528\u3084\u7814\u7a76\u306b\u95a2\u9023\u3059\u308b\u539f\u7406\u30fb\u6a5f\u5668\u30fb\u30c7\u30d0\u30a4\u30b9\u306b\u3064\u3044\u3066\u5b66\u3076\u305f\u3081\u306b\u3001\u500b\u4eba\u7684\u306b\u6574\u7406\u30fb\u8a18\u8ff0\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002\u5185\u5bb9\u306b\u306f\u8aa4\u308a\u3084\u898b\u843d\u3068\u3057\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3082\u3057\u304a\u6c17\u3065\u304d\u306e\u70b9\u3084\u3054\u52a9\u8a00\u7b49\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u3054\u9023\u7d61\u3044\u305f\u3060\u3051\u307e\u3059\u3068\u5e78\u3044\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n \u203b\u672c\u30da\u30fc\u30b8\u306e\u5185\u5bb9\u306f\u3001\u500b\u4eba\u7684\u306a\u5b66\u7fd2\u304a\u3088\u3073\u60c5\u5831\u6574\u7406\u3092\u76ee\u7684\u3068\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u305d\u306e\u6b63\u78ba\u6027\u3001\u5b8c\u5168\u6027\u3001\u6709\u7528\u6027\u7b49\u306b\u3064\u3044\u3066\u3044\u304b\u306a\u308b\u4fdd\u8a3c\u3082\u884c\u3044\u307e\u305b\u3093\u3002\u672c\u30da\u30fc\u30b8\u306e\u60c5\u5831\u3092\u5229\u7528\u3057\u305f\u3053\u3068\u3001\u307e\u305f\u306f\u5229\u7528\u3067\u304d\u306a\u304b\u3063\u305f\u3053\u3068\u306b\u3088\u3063\u3066\u767a\u751f\u3057\u305f\u640d\u5bb3\uff08\u76f4\u63a5\u7684\u30fb\u9593\u63a5\u7684\u30fb\u7279\u5225\u30fb\u5076\u767a\u7684\u30fb\u7d50\u679c\u7684\u640d\u5bb3\u3092\u542b\u307f\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306b\u9650\u308a\u307e\u305b\u3093\uff09\u306b\u3064\u3044\u3066\u3001\u5f53\u65b9\u306f\u4e00\u5207\u8cac\u4efb\u3092\u8ca0\u3044\u307e\u305b\u3093\u3002\u3054\u5229\u7528\u306f\u5229\u7528\u8005\u3054\u81ea\u8eab\u306e\u8cac\u4efb\u3067\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":" 1. \u80cc\u666f\u3068\u52d5\u6a5f\u4ed8\u3051 1.3 \u6545\u969c\u767a\u751f\u524d\u306b\u5206\u304b\u308b\u5146\u5019\u3068\u3057\u3066\u97f3\u306b\u6ce8\u76ee\u3059\u308b\u7406\u7531 \u73fe\u5834\u3067\u6a5f\u68b0\u306e\u7570\u5e38\u3092\u65e9\u304f\u898b\u3064\u3051\u308b\u306b\u306f\u3001\u76ee\u3067\u898b\u308b\u3001\u89e6\u3063\u3066\u6e29\u5ea6\u3092\u611f\u3058\u308b\u3001\u9f3b\u3067\u306b\u304a\u3044\u3092\u55c5\u3050\u3001\u3068\u3044\u3063\u305f\u57fa\u672c\u7684\u306a\u89b3\u5bdf\u306b\u52a0\u3048\u3066\u3001\u8033\u3067\u300c\u97f3\u300d\u3092\u8074\u304d\u5206\u3051\u308b\u3053\u3068\u2026<\/p>\n","protected":false},"author":1,"featured_media":571,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-575","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research"],"_links":{"self":[{"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/posts\/575","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=575"}],"version-history":[{"count":2,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/posts\/575\/revisions"}],"predecessor-version":[{"id":755,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/posts\/575\/revisions\/755"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=\/wp\/v2\/media\/571"}],"wp:attachment":[{"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.shin-ichi.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}