{"id":21509,"date":"2023-08-30T07:15:00","date_gmt":"2023-08-30T14:15:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%a6%82%e4%bd%95%e6%94%b9%e5%96%84%e7%94%9f%e6%b4%bb%e5%90%84%e5%80%8b%e5%b1%a4%e9%9d%a2%e7%9a%84%e9%a0%90%e6%b8%ac%e6%80%a7%e7%b6%ad%e8%ad%b7\/"},"modified":"2025-08-20T21:10:55","modified_gmt":"2025-08-21T04:10:55","slug":"how-ai-improves-predictive-maintenance-for-all-aspects-of-life","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/tw\/blog\/how-ai-improves-predictive-maintenance-for-all-aspects-of-life\/","title":{"rendered":"\u4eba\u5de5\u667a\u6167\u5982\u4f55\u6539\u5584\u751f\u6d3b\u5404\u500b\u5c64\u9762\u7684\u9810\u6e2c\u6027\u7dad\u8b77"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/08\/predictive-maintenance-1200x800-1.jpg\" alt=\"&#x9810;&#x6E2C;&#x6027;&#x7DAD;&#x8B77;&#x6982;&#x5FF5;\" class=\"wp-image-7538\" style=\"width:800px\" width=\"800\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/08\/predictive-maintenance-1200x800-1.jpg 1200w, \/wp-content\/uploads\/2023\/08\/predictive-maintenance-1200x800-1-150x100.jpg 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<p>\u4eba\u5de5\u667a\u6167\u6b63\u5728\u6539\u8b8a\u8a31\u591a\u884c\u696d\uff0c\u5305\u62ec<a href=\"https:\/\/ambiq.com\/tw\/blog\/ai%e8%aa%9e%e9%9f%b3%e5%88%86%e6%9e%90%ef%bc%9a%e7%b2%be%e7%a5%9e%e7%96%be%e7%97%85%e6%aa%a2%e6%b8%ac%e7%9a%84%e6%96%b0%e9%a0%98%e5%9f%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u91ab\u7642\u4fdd\u5065<\/a>\u548c<a href=\"https:\/\/ambiq.com\/tw\/blog\/%e6%99%ba%e6%85%a7%e5%ae%a4%e5%85%a7%e8%be%b2%e6%a5%ad%e6%ad%a3%e5%9c%a8%e7%94%9f%e6%a0%b9%e7%99%bc%e8%8a%bd\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8fb2\u696d<\/a>\u3002\u4eba\u5de5\u667a\u6167\u9084\u589e\u5f37\u4e86\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u9019\u662f\u4e00\u7a2e\u9810\u9632\u6027\u7dad\u8b77\uff0c\u7528\u65bc\u76e3\u63a7\u7cfb\u7d71\u4e26\u63d0\u4f9b\u6709\u95dc\u670d\u52d9\u548c\u7dad\u4fee\u7684\u8cc7\u8a0a\u652f\u63f4\u6307\u5c0e\u3002   <\/p>\n\n<p>\u900f\u904e\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u516c\u53f8\u53ef\u4ee5\u8b8a\u5f97\u66f4\u6709\u751f\u7522\u529b\u3001\u66f4\u6709\u6548\u7387\u3001\u6e1b\u5c11\u6d6a\u8cbb\u4e26\u53d6\u5f97\u66f4\u5927\u7684\u6210\u529f\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-predictive-maintenance-nbsp\" style=\"font-size:26px\"><strong>\u4ec0\u9ebc\u662f\u9810\u6e2c\u6027\u7dad\u8b77\uff1f  <\/strong><\/h2>\n\n<p>\u9810\u6e2c\u6027\u7dad\u8b77\u4f7f\u7528\u5148\u9032\u7684\u6280\u8853\u548c\u8edf\u9ad4\u4f86\u6301\u7e8c\u5206\u6790\u6a5f\u5668\u548c\u8a2d\u5099\u7684\u72c0\u6cc1\u3002\u8a72\u904e\u7a0b\u5728\u591a\u500b\u9ede\u6536\u96c6\u6578\u64da\u4ee5\u5efa\u7acb\u8a73\u7d30\u6a21\u578b\uff0c\u4ee5\u6e96\u78ba\u9810\u6e2c\u8a2d\u5099\u72c0\u614b\u3002\u6a5f\u5668\u6b63\u5e38\u904b\u4f5c\u671f\u9593\u7522\u751f\u7684\u8cc7\u6599\u6703\u7522\u751f\u9ad8\u5ea6\u6e96\u78ba\u7684\u7dad\u8b77\u5efa\u8b70\u3002\u5728\u64cd\u4f5c\u671f\u9593\u6536\u96c6\u7684\u6578\u64da\u6709\u52a9\u65bc\u964d\u4f4e\u6545\u969c\u6a5f\u7387\uff0c\u4e26\u5c0d\u8cc7\u7522\u6545\u969c\u539f\u56e0\u6709\u8c50\u5bcc\u7684\u4e86\u89e3\u3002     <\/p>\n\n<p>\u5b83\u6709\u52a9\u65bc\u5340\u5206\u9810\u6e2c\u6027\u7dad\u8b77\u548c\u9810\u9632\u6027\u7dad\u8b77\u3002\u96d6\u7136\u5b83\u5011\u76f8\u4f3c\uff0c\u4f46\u6bcf\u7a2e\u985e\u578b\u90fd\u6709\u91cd\u8981\u7684\u7279\u5fb5\u3002\u9810\u9632\u6027\u7dad\u8b77\u6d89\u53ca\u8a2d\u5099\u7684\u4e00\u822c\u4fdd\u990a\uff0c\u4f46\u4e0d\u77e5\u9053\u8a72\u8a2d\u5099\u7684\u4f7f\u7528\u65b9\u5f0f\u7684\u5177\u9ad4\u7d30\u7bc0\u3002\u6309\u7279\u5b9a\u7684\u9810\u5b9a\u6642\u9593\u9593\u9694\u66f4\u63db\u6c7d\u8eca\u6a5f\u6cb9\u662f\u4e00\u7a2e\u9810\u9632\u6027\u7dad\u8b77;\u5b83\u6070\u597d\u5728\u8eca\u8f1b\u9054\u5230\u4e00\u5b9a\u91cc\u7a0b\u6216\u7d93\u904e\u4e00\u5b9a\u6642\u9593\u6642\u5b8c\u6210\u3002\u5982\u679c\u5728\u8eca\u8f1b\u4e2d\u4f7f\u7528\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u76e3\u6e2c\u6a5f\u6cb9\u9ecf\u5ea6\u3001\u5f15\u64ce\u6eab\u5ea6\u6216\u6db2\u4f4d\u7b49\u56e0\u7d20\uff0c\u4ee5\u78ba\u5b9a\u4f55\u6642\u9700\u8981\u66f4\u63db\u6a5f\u6cb9\uff0c\u9019\u5c07\u8d70\u5f97\u66f4\u9060\u3002      <\/p>\n\n<p>\u9810\u6e2c\u6027\u7dad\u8b77\u53ef\u4ee5\u986f\u8457\u5f71\u97ff\u516c\u53f8\u7684\u71df\u904b\u6548\u7387\u548c\u5229\u6f64\u3002\u8a31\u591a\u7d71\u8a08\u6578\u64da\u652f\u6301\u9810\u6e2c\u6027\u7dad\u8b77\u3002<sup>1 <\/sup>\u9ea5\u80af\u932b\u7684\u4fe1\u606f\u8868\u660e\uff0c\u9810\u6e2c\u6280\u8853\u53ef\u4ee5\u5c07\u7dad\u8b77\u6210\u672c\u964d\u4f4e\u591a\u9054 40%\u3002\u5fb7\u52e4\u767c\u73fe\uff0c\u9810\u6e2c\u6027\u7dad\u8b77\u53ef\u4ee5\u6e1b\u5c11 75% \u7684\u8a2d\u5099\u6545\u969c\uff0c\u5f9e\u800c\u5927\u5927\u63d0\u9ad8\u6574\u9ad4\u751f\u7522\u529b\u3002    <\/p>\n\n<p>\u9810\u6e2c\u6027\u7dad\u8b77\u6b63\u5728\u6210\u70ba\u7dad\u6301\u6548\u7387\u548c\u751f\u7522\u529b\u7684\u91cd\u8981\u5de5\u5177\u3002\u900f\u904e\u4f7f\u7528\u4eba\u5de5\u667a\u6167\uff0c\u5b83\u8b8a\u5f97\u66f4\u52a0\u6709\u6548\u3002   <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-is-ai-used-in-machine-learning-nbsp\" style=\"font-size:26px\"><strong>\u4eba\u5de5\u667a\u6167\u5982\u4f55\u61c9\u7528\u65bc\u6a5f\u5668\u5b78\u7fd2\uff1f  <\/strong><\/h2>\n\n<p>\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u61c9\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u89e3\u6c7a\u5404\u7a2e\u8207\u670d\u52d9\u76f8\u95dc\u7684\u554f\u984c\u3002\u5b83\u53ef\u4ee5\u81ea\u52d5\u5316\u548c\u5efa\u7acb\u5206\u6790\u6a21\u578b\uff0c\u5354\u52a9\u7dad\u8b77\u548c\u7dad\u4fee\u6280\u8853\u4eba\u54e1\uff0c\u4f7f\u4ed6\u5011\u80fd\u5920\u900f\u904e\u5728\u554f\u984c\u767c\u751f\u4e4b\u524d\u89e3\u6c7a\u554f\u984c\u4f86\u9632\u6b62\u505c\u6a5f\u3002   <\/p>\n\n<p>\u4eba\u5de5\u667a\u6167\u65e8\u5728\u5728\u7279\u5b9a\u5de5\u4f5c\u548c\u4efb\u52d9\u4e0a\u8907\u88fd\u4eba\u985e\u667a\u6167\u3002\u53cd\u904e\u4f86\uff0c\u9019\u5141\u8a31\u4efb\u52d9\u81ea\u52d5\u5b8c\u6210\u3002\u7136\u800c\uff0c\u8a72\u6280\u8853\u9700\u8981\u5169\u500b\u7d44\u4ef6\u624d\u80fd\u6b63\u5e38\u904b\u884c\uff1a\u6578\u64da\u548c\u7b97\u6cd5\u3002\u5177\u9ad4\u4f86\u8aaa\uff0c\u9810\u6e2c\u6027\u7dad\u8b77\u9700\u8981\u4f86\u81ea\u8a2d\u5099\u548c\u6f14\u7b97\u6cd5\u7684\u6578\u64da\u4f86\u5206\u6790\u548c\u5229\u7528\u9019\u4e9b\u8cc7\u8a0a\u3002     <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-machine-learning-nbsp\" style=\"font-size:26px\"><strong>\u4ec0\u9ebc\u662f\u6a5f\u5668\u5b78\u7fd2\uff1f  <\/strong><\/h2>\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u5f88\u5bb9\u6613\u8207\u4eba\u5de5\u667a\u6167\u6df7\u6dc6\uff0c\u4f46\u5b83\u5011\u7684\u6982\u5ff5\u7565\u6709\u4e0d\u540c\u3002\u6a5f\u5668\u5b78\u7fd2\u5be6\u969b\u4e0a\u662f\u4eba\u5de5\u667a\u6167\u7684\u4e00\u500b\u5b50\u96c6;\u5b83\u4f7f\u7528\u6f14\u7b97\u6cd5\u4f86\u7406\u89e3\u8cc7\u6599\u5eab\u3002\u5f9e\u672c\u8cea\u4e0a\u8b1b\uff0c\u5b83\u4f7f\u7528\u9019\u4e9b\u8cc7\u6599\u5eab\u4f86\u5b78\u7fd2\u548c\u5efa\u7acb\u6d1e\u5bdf\u529b\u3002\u7528\u6236\u53ef\u4ee5\u5c07\u6578\u64da\u8f38\u5165\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u4e26\u69cb\u5efa\u6a21\u578b\u3002\u6700\u7d42\uff0c\u9019\u4e9b\u6a21\u578b\u8b8a\u5f97\u5982\u6b64\u719f\u6089\uff0c\u4ee5\u81f3\u65bc\u5b83\u5011\u53ef\u4ee5\u8b58\u5225\u6548\u7387\u4f4e\u4e0b\u7684\u5730\u65b9\u4e26\u63d0\u51fa\u63d0\u9ad8\u6e96\u78ba\u6027\u7684\u65b9\u6cd5\u3002      <\/p>\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u7531\u76e3\u7763\u5b78\u7fd2\u548c\u7121\u76e3\u7763\u5b78\u7fd2\u7d44\u6210\u3002\u900f\u904e\u76e3\u7763\u5b78\u7fd2\uff0c\u6a5f\u5668\u6703\u5b78\u7fd2\u900f\u904e\u7279\u5b9a\u5b9a\u7fa9\u7684\u52d5\u4f5c\u5c0d\u65b0\u8f38\u5165\u63a1\u53d6\u884c\u52d5\uff0c\u540c\u6642\u5229\u7528\u5927\u578b\u8cc7\u6599\u96c6\u3002\u900f\u904e\u7121\u76e3\u7763\u6a5f\u5668\u5b78\u7fd2\uff0c\u6f14\u7b97\u6cd5\u6703\u5c0b\u627e\u672a\u6a19\u8a18\u7684\u8cc7\u8a0a\u4f86\u8b58\u5225\u6a21\u5f0f\u3002    <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2021\/11\/machine-learning-technology-with-scientist-1200x-800.jpg\" alt=\"&#x6A5F;&#x5668;&#x5B78;&#x7FD2;&#x6280;&#x8853;&#x8207;&#x79D1;&#x5B78;&#x5BB6;\" class=\"wp-image-4757\" style=\"width:800px\" width=\"800\" title=\"\" srcset=\"\/wp-content\/uploads\/2021\/11\/machine-learning-technology-with-scientist-1200x-800.jpg 1200w, \/wp-content\/uploads\/2021\/11\/machine-learning-technology-with-scientist-1200x-800-150x100.jpg 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-how-to-implement-a-machine-learning-model-for-predictive-maintenance-nbsp\" style=\"font-size:26px\"><strong>\u5982\u4f55\u5be6\u4f5c\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u9032\u884c\u9810\u6e2c\u6027\u7dad\u8b77  <\/strong><\/h2>\n\n<p>\u82e5\u8981\u5c07\u6a5f\u5668\u5b78\u7fd2\u5be6\u4f5c\u5230\u9810\u6e2c\u6027\u7dad\u8b77\u5e73\u53f0\u4e2d\uff0c\u60a8\u5fc5\u9808\u5148\u5efa\u69cb\u8981\u89e3\u6c7a\u7684\u4e00\u500b\u6216\u591a\u500b\u554f\u984c\u3002<sup>2<\/sup> \u5728\u601d\u8003\u554f\u984c\u6642\uff0c\u554f\u81ea\u5df1\u5404\u7a2e\u91cd\u8981\u7684\u554f\u984c\u3002\u9019\u4e9b\u53ef\u80fd\u5305\u62ec\uff1a   <\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u671f\u671b\u7684\u8f38\u51fa\u662f\u4ec0\u9ebc\uff1f  <\/li>\n\n\n\n<li>\u76ee\u524d\u662f\u5426\u6709\u8db3\u5920\u7684\u6578\u64da\u53ef\u4f9b\u8f38\u5165\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\uff1f  <\/li>\n\n\n\n<li>\u6240\u6709\u4e8b\u4ef6\u662f\u5426\u90fd\u6b63\u78ba\u6a19\u8a18\u548c\u8b58\u5225\uff1f  <\/li>\n\n\n\n<li>\u6a21\u578b\u9700\u8981\u904b\u884c\u591a\u9577\u6642\u9593\u624d\u80fd\u958b\u59cb\u8b58\u5225\u6f5b\u5728\u7684\u6545\u969c\uff1f  <\/li>\n<\/ul>\n\n<p>\u7372\u5f97\u6b64\u8cc7\u8a0a\u5f8c\uff0c\u60a8\u53ef\u4ee5\u9078\u64c7\u9069\u5408\u60a8\u7279\u5b9a\u9700\u6c42\u7684\u6700\u4f73\u7b56\u7565\u3002\u8a31\u591a\u7528\u65bc\u9810\u6e2c\u6027\u7dad\u8b77\u7684\u5efa\u6a21\u7b56\u7565\u5305\u62ec\u8ff4\u6b78\u6a21\u578b\u3001\u5206\u985e\u6a21\u578b\u3001\u6a19\u8a18\u7570\u5e38\u884c\u70ba\u7b49\u3002\u6bcf\u500b\u90fd\u6709\u5176\u7528\u9014\uff0c\u56e0\u6b64\u63d0\u51fa\u9069\u7576\u7684\u554f\u984c\u53ef\u4ee5\u6307\u5c0e\u60a8\u7684\u6c7a\u5b9a\u3002    <\/p>\n\n<p>\u6700\u9069\u5408\u60a8\u71df\u904b\u7684\u65b9\u6cd5\u662f\u4ec0\u9ebc\uff1f\u5be6\u4f5c\u9069\u7576\u6a21\u578b\u7684\u6700\u4f73\u65b9\u5f0f\u662f\u8b58\u5225\u60a8\u5617\u8a66\u5efa\u6a21\u7684\u5931\u6557\u985e\u578b\uff0c\u7136\u5f8c\u6c7a\u5b9a\u5efa\u7acb\u9019\u4e9b\u5931\u6557\u6a21\u578b\u6240\u9700\u7684\u8cc7\u6599\u3002   <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-benefits-of-using-ai-powered-predictive-maintenance-nbsp\" style=\"font-size:26px\"><strong>\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u9810\u6e2c\u6027\u7dad\u8b77\u7684\u597d\u8655  <\/strong><\/h2>\n\n<p>\u7ba1\u7406\u8005\u548c\u696d\u4e3b\u61c9\u8a72\u8003\u616e\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u9810\u6e2c\u6027\u7dad\u8b77\u7684\u539f\u56e0\u6709\u5f88\u591a\u3002  <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u964d\u4f4e\u751f\u7522\u640d\u5931\uff1a<\/strong>\u73fe\u6709\u8cc7\u8a0a\u6307\u51fa\uff0c\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u9810\u6e2c\u6027\u7dad\u8b77\u53ef\u4ee5\u6e1b\u5c11 30% \u7684\u505c\u6a5f\u6642\u9593\u3002\u5b83\u9084\u53ef\u4ee5\u5c07\u670d\u52d9\u89e3\u6790\u5ea6\u63d0\u9ad8 83%\uff0c\u4e26\u5c07\u73fe\u5834\u6642\u9593\u6e1b\u5c11 75%\u3002   <\/li>\n\n\n\n<li><strong>\u63d0\u9ad8\u54e1\u5de5\u751f\u7522\u529b\uff1a <\/strong>\u7ba1\u7406\u4eba\u54e1\u53ef\u4ee5\u900f\u904e\u9810\u6e2c\u9700\u8981\u7dad\u8b77\u7684\u6642\u9593\u548c\u5730\u9ede\uff0c\u570d\u7e5e\u5de5\u4eba\u7684\u6392\u7a0b\u4f86\u898f\u5283\u8a2d\u5099\u670d\u52d9\u3002  <\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>\u6211<strong>\u63d0\u9ad8\u5de5\u4eba\u5b89\u5168\uff1a<\/strong>\u7dad\u4fee\u6280\u8853\u4eba\u54e1\u5728\u7dad\u4fee\u8a2d\u5099\u6642\u7d93\u5e38\u8655\u65bc\u5371\u96aa\u5883\u5730\u3002\u900f\u904e\u9810\u6e2c\u8a2d\u5099\u4f55\u6642\u53ef\u80fd\u767c\u751f\u6545\u969c\uff0c\u9700\u8981\u5371\u96aa\u7dad\u4fee\u7684\u60c5\u6cc1\u5c31\u6703\u6e1b\u5c11\u3002   <\/li>\n\n\n\n<li>\u570d\u7e5e<strong>\u505c\u6a5f\u6642\u9593\u9032\u884c\u898f\u5283\uff1a<\/strong>\u8a2d\u5099\u505c\u6a5f\u548c\u4e2d\u65b7\u53ef\u80fd\u6703\u640d\u5bb3\u516c\u53f8\u7684\u751f\u7522\u529b\u3002\u900f\u904e\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u7ba1\u7406\u4eba\u54e1\u53ef\u4ee5\u898f\u5283\u505c\u6a5f\u6642\u9593\u4e26\u63d0\u9ad8\u6574\u9ad4\u71df\u904b\u6548\u7387\u3002  <\/li>\n\n\n\n<li><strong>\u589e\u5f37\u5ba2\u6236\u670d\u52d9\uff1a<\/strong>\u539f\u59cb\u8a2d\u5099\u88fd\u9020\u5546\u6216\u300cOEM\u300d\u53ef\u4ee5\u5229\u7528\u9810\u6e2c\u6027\u7dad\u8b77\u4f86\u589e\u5f37\u5176\u670d\u52d9\u3002\u4ed6\u5011\u53ef\u4ee5\u63d0\u4f9b\u9810\u6e2c\u6027\u7dad\u8b77\u5373\u670d\u52d9\uff0c\u4e26\u4e14\u8a72\u670d\u52d9\u53ef\u4ee5\u57fa\u65bc\u4f7f\u7528\u4f86\u81ea\u500b\u4eba\u5ba2\u6236\u7684\u6578\u64da\u7684\u6a21\u578b\u3002   <\/li>\n<\/ul>\n\n<p>\u9019\u53ea\u662f\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u9810\u6e2c\u6027\u7dad\u8b77\u7684\u773e\u591a\u597d\u8655\u7684\u4e00\u5c0f\u90e8\u5206\u3002\u6709\u95dc\u9810\u6e2c\u6027\u7dad\u8b77\u548c\u6a5f\u5668\u5b78\u7fd2\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8acb\u7acb\u5373\u806f\u7e6b <a href=\"https:\/\/ambiq.com\/tw\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ambiq<\/a><sup>\u00ae<\/sup> \u3002   <\/p>\n\n<p><strong>\u4f86\u6e90<\/strong> <\/p>\n\n<p class=\"has-small-font-size\"><sup>1 <\/sup><a href=\"https:\/\/blog.gitnux.com\/predictive-maintenance-industry-statistics\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">2023 \u5e74\u6700\u4ee4\u4eba\u9a5a\u8a1d\u7684\u9810\u6e2c\u6027\u7dad\u8b77\u884c\u696d\u7d71\u8a08\u6578\u64da<\/a> <br\/><sup>2<\/sup>\u202f<a href=\"https:\/\/medium.com\/bigdatarepublic\/machine-learning-for-predictive-maintenance-where-to-start-5f3b7586acfb\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u7528\u65bc\u9810\u6e2c\u6027\u7dad\u8b77\u7684\u6a5f\u5668\u5b78\u7fd2\uff1a\u5f9e\u54ea\u88e1\u958b\u59cb\uff1f<\/a>|\u516b\u6708 29\uff0c 2017  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u667a\u6167\u6b63\u5728\u6539\u8b8a\u8a31\u591a\u884c\u696d\uff0c\u5305\u62ec\u91ab\u7642\u4fdd\u5065\u548c\u8fb2\u696d\u3002\u4eba\u5de5\u667a\u6167\u9084\u589e\u5f37\u4e86\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u9019\u662f\u4e00\u7a2e\u9810\u9632\u6027\u7dad\u8b77\uff0c\u7528\u65bc\u76e3\u63a7\u7cfb\u7d71\u4e26\u63d0\u4f9b\u6709\u95dc\u670d\u52d9\u548c\u7dad\u4fee\u7684\u8cc7\u8a0a\u652f\u63f4\u6307\u5c0e\u3002 \u900f\u904e\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u516c\u53f8\u53ef\u4ee5\u8b8a\u5f97\u66f4\u6709\u751f\u7522\u529b\u3001\u66f4\u6709\u6548\u7387\u3001\u6e1b\u5c11\u6d6a\u8cbb\u4e26\u53d6\u5f97\u66f4\u5927\u7684\u6210\u529f\u3002 \u4ec0\u9ebc\u662f\u9810\u6e2c\u6027\u7dad\u8b77\uff1f 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