{"id":13252,"date":"2021-11-25T08:05:12","date_gmt":"2021-11-25T08:05:12","guid":{"rendered":"https:\/\/appliedsmtdev.wpenginepowered.com\/blog\/optimize-system-performance-detect-and-predict-system-failures\/"},"modified":"2026-02-24T21:49:47","modified_gmt":"2026-02-25T05:49:47","slug":"optimize-system-performance-detect-and-predict-system-failures","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/","title":{"rendered":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13252\" class=\"elementor elementor-13252 elementor-13133\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3753ab86 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3753ab86\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7673a5e5\" data-id=\"7673a5e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51515d2 elementor-widget elementor-widget-text-editor\" data-id=\"51515d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-383106cb elementor-widget elementor-widget-html\" data-id=\"383106cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script src='\/\/player.polyv.net\/resp\/vod-player\/latest\/player.js'><\/script>\r\n\r\n<div id='plv_c173ad77a06146d457aeeb368d7940e3_c'><\/div>\r\n\r\n<script>\r\n\r\nvar player = polyvPlayer({\r\n\r\n  'wrap':'#plv_c173ad77a06146d457aeeb368d7940e3_c',\r\n\r\n  'width':'600',\r\n\r\n  'height':'338',\r\n\r\n  'vid': 'c173ad77a06146d457aeeb368d7940e3_c',\r\n\r\n  'playsafe': '' \/\/ \u64ad\u653e\u52a0\u5bc6\u89c6\u9891\u7684\u51ed\u8bc1, \u53d6\u503c\u53c2\u8003\u6587\u6863: https:\/\/help.polyv.net\/index.html#\/vod\/api\/playsafe\/token\/create_token\r\n\r\n});\r\n\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002<\/p>\n","protected":false},"author":73,"featured_media":5289,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"semiconductor-blog-category":[205],"semiconductor-blog-tag":[191,190],"class_list":["post-13252","blog","type-blog","status-publish","has-post-thumbnail","hentry","semiconductor-blog-category-manufacturing-execution-zh-hans","semiconductor-blog-tag-semi-zh-hans","semiconductor-blog-tag-newly-released-zh-hans"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"SmartFactory \u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u4e13\u5bb6\u56e2\u961f\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO Pro (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"zh_CN\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Applied SmartFactory Solutions\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions\" \/>\n\t\t<meta property=\"og:description\" content=\"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png\" \/>\n\t\t<meta property=\"og:image:width\" content=\"790\" \/>\n\t\t<meta property=\"og:image:height\" content=\"430\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2021-11-25T08:05:12+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-02-25T05:49:47+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png\" \/>\n\t\t<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t\t<meta name=\"twitter:data1\" content=\"SmartFactory \u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u4e13\u5bb6\u56e2\u961f\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#blogposting\",\"name\":\"\\u4f18\\u5316\\u7cfb\\u7edf\\u6027\\u80fd\\uff0c\\u68c0\\u6d4b\\u548c\\u9884\\u6d4b\\u7cfb\\u7edf\\u6545\\u969c | Applied SmartFactory Solutions\",\"headline\":\"\\u4f18\\u5316\\u7cfb\\u7edf\\u6027\\u80fd\\uff0c\\u68c0\\u6d4b\\u548c\\u9884\\u6d4b\\u7cfb\\u7edf\\u6545\\u969c\",\"author\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/smartfactory-automation-solution-experts-team\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2021\\\/10\\\/optimize-system-performance-detect-and-predict-system-failures.png\",\"width\":790,\"height\":430,\"caption\":\"Optimize system performance detect and predict system failures\"},\"datePublished\":\"2021-11-25T08:05:12-08:00\",\"dateModified\":\"2026-02-24T21:49:47-08:00\",\"inLanguage\":\"zh-CN\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#webpage\"},\"articleSection\":\"\\u534a\\u5bfc\\u4f53\\u5236\\u9020\\u6267\\u884c, \\u534a\\u5bfc\\u4f53, \\u6700\\u65b0\\u53d1\\u5e03\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/#listItem\",\"name\":\"Semiconductor Blog\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/#listItem\",\"position\":2,\"name\":\"Semiconductor Blog\",\"item\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/manufacturing-execution-zh-hans\\\/#listItem\",\"name\":\"\\u534a\\u5bfc\\u4f53\\u5236\\u9020\\u6267\\u884c\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/manufacturing-execution-zh-hans\\\/#listItem\",\"position\":3,\"name\":\"\\u534a\\u5bfc\\u4f53\\u5236\\u9020\\u6267\\u884c\",\"item\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/manufacturing-execution-zh-hans\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#listItem\",\"name\":\"\\u4f18\\u5316\\u7cfb\\u7edf\\u6027\\u80fd\\uff0c\\u68c0\\u6d4b\\u548c\\u9884\\u6d4b\\u7cfb\\u7edf\\u6545\\u969c\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/#listItem\",\"name\":\"Semiconductor Blog\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#listItem\",\"position\":4,\"name\":\"\\u4f18\\u5316\\u7cfb\\u7edf\\u6027\\u80fd\\uff0c\\u68c0\\u6d4b\\u548c\\u9884\\u6d4b\\u7cfb\\u7edf\\u6545\\u969c\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/manufacturing-execution-zh-hans\\\/#listItem\",\"name\":\"\\u534a\\u5bfc\\u4f53\\u5236\\u9020\\u6267\\u884c\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#organization\",\"name\":\"Applied Smartfactory\",\"description\":\"Factory Automation\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/applied-smartfactory-organization.jpg\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#organizationLogo\",\"width\":900,\"height\":600,\"caption\":\"Applied Smartfactory Organization\"},\"image\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#organizationLogo\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/smartfactory-automation-solution-experts-team\\\/#author\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/smartfactory-automation-solution-experts-team\\\/\",\"name\":\"SmartFactory \\u81ea\\u52a8\\u5316\\u89e3\\u51b3\\u65b9\\u6848\\u4e13\\u5bb6\\u56e2\\u961f\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#authorImage\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/favicon-a.png\",\"width\":96,\"height\":96,\"caption\":\"SmartFactory \\u81ea\\u52a8\\u5316\\u89e3\\u51b3\\u65b9\\u6848\\u4e13\\u5bb6\\u56e2\\u961f\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#webpage\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/\",\"name\":\"\\u4f18\\u5316\\u7cfb\\u7edf\\u6027\\u80fd\\uff0c\\u68c0\\u6d4b\\u548c\\u9884\\u6d4b\\u7cfb\\u7edf\\u6545\\u969c | Applied SmartFactory Solutions\",\"description\":\"\\u4f7f\\u7528\\u8fd0\\u884c\\u65f6\\u76d1\\u63a7\\u548c\\u9884\\u6d4b\\u5206\\u6790\\u7b97\\u6cd5\\uff0c\\u52a9\\u529b\\u60a8\\u7684\\u5de5\\u5382\\u4fdd\\u6301\\u7a33\\u5b9a\\u8fd0\\u8425\\u3002\",\"inLanguage\":\"zh-CN\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/smartfactory-automation-solution-experts-team\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/smartfactory-automation-solution-experts-team\\\/#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2021\\\/10\\\/optimize-system-performance-detect-and-predict-system-failures.png\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#mainImage\",\"width\":790,\"height\":430,\"caption\":\"Optimize system performance detect and predict system failures\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/manufacturing-execution-zh-hans\\\/optimize-system-performance-detect-and-predict-system-failures\\\/#mainImage\"},\"datePublished\":\"2021-11-25T08:05:12-08:00\",\"dateModified\":\"2026-02-24T21:49:47-08:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#website\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/\",\"name\":\"Applied SmartFactory\",\"description\":\"Factory Automation\",\"inLanguage\":\"zh-CN\",\"publisher\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO Pro -->\r\n\t\t<title>\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions<\/title>\n\n","aioseo_head_json":{"title":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions","description":"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002","canonical_url":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#blogposting","name":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions","headline":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c","author":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/smartfactory-automation-solution-experts-team\/#author"},"publisher":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png","width":790,"height":430,"caption":"Optimize system performance detect and predict system failures"},"datePublished":"2021-11-25T08:05:12-08:00","dateModified":"2026-02-24T21:49:47-08:00","inLanguage":"zh-CN","mainEntityOfPage":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#webpage"},"isPartOf":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#webpage"},"articleSection":"\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c, \u534a\u5bfc\u4f53, \u6700\u65b0\u53d1\u5e03"},{"@type":"BreadcrumbList","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#listItem","position":1,"name":"Home","item":"https:\/\/appliedsmartfactory.com\/zh-hans\/","nextItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/#listItem","name":"Semiconductor Blog"}},{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/#listItem","position":2,"name":"Semiconductor Blog","item":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/","nextItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/manufacturing-execution-zh-hans\/#listItem","name":"\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c"},"previousItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/manufacturing-execution-zh-hans\/#listItem","position":3,"name":"\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c","item":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/manufacturing-execution-zh-hans\/","nextItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#listItem","name":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c"},"previousItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/#listItem","name":"Semiconductor Blog"}},{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#listItem","position":4,"name":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c","previousItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/manufacturing-execution-zh-hans\/#listItem","name":"\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c"}}]},{"@type":"Organization","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#organization","name":"Applied Smartfactory","description":"Factory Automation","url":"https:\/\/appliedsmartfactory.com\/zh-hans\/","logo":{"@type":"ImageObject","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/applied-smartfactory-organization.jpg","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#organizationLogo","width":900,"height":600,"caption":"Applied Smartfactory Organization"},"image":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#organizationLogo"}},{"@type":"Person","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/smartfactory-automation-solution-experts-team\/#author","url":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/smartfactory-automation-solution-experts-team\/","name":"SmartFactory \u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u4e13\u5bb6\u56e2\u961f","image":{"@type":"ImageObject","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#authorImage","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2024\/02\/favicon-a.png","width":96,"height":96,"caption":"SmartFactory \u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u4e13\u5bb6\u56e2\u961f"}},{"@type":"WebPage","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#webpage","url":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/","name":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions","description":"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002","inLanguage":"zh-CN","isPartOf":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#website"},"breadcrumb":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#breadcrumblist"},"author":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/smartfactory-automation-solution-experts-team\/#author"},"creator":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/smartfactory-automation-solution-experts-team\/#author"},"image":{"@type":"ImageObject","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#mainImage","width":790,"height":430,"caption":"Optimize system performance detect and predict system failures"},"primaryImageOfPage":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/#mainImage"},"datePublished":"2021-11-25T08:05:12-08:00","dateModified":"2026-02-24T21:49:47-08:00"},{"@type":"WebSite","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#website","url":"https:\/\/appliedsmartfactory.com\/zh-hans\/","name":"Applied SmartFactory","description":"Factory Automation","inLanguage":"zh-CN","publisher":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#organization"}}]},"og:locale":"zh_CN","og:site_name":"Applied SmartFactory Solutions","og:type":"article","og:title":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions","og:description":"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002","og:url":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/","og:image":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png","og:image:secure_url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png","og:image:width":790,"og:image:height":430,"article:published_time":"2021-11-25T08:05:12+00:00","article:modified_time":"2026-02-25T05:49:47+00:00","twitter:card":"summary_large_image","twitter:title":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c | Applied SmartFactory Solutions","twitter:description":"\u4f7f\u7528\u8fd0\u884c\u65f6\u76d1\u63a7\u548c\u9884\u6d4b\u5206\u6790\u7b97\u6cd5\uff0c\u52a9\u529b\u60a8\u7684\u5de5\u5382\u4fdd\u6301\u7a33\u5b9a\u8fd0\u8425\u3002","twitter:image":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/10\/optimize-system-performance-detect-and-predict-system-failures.png","twitter:label1":"Written by","twitter:data1":"SmartFactory \u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u4e13\u5bb6\u56e2\u961f"},"aioseo_meta_data":{"post_id":"13252","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"seo_analyzer_scan_date":"2026-02-25 06:11:19","limit_modified_date":false,"open_ai":"{\"title\":{\"suggestions\":[],\"usage\":0},\"description\":{\"suggestions\":[],\"usage\":0}}","created":"2023-10-30 11:26:44","updated":"2026-02-25 06:17:52","ai":null,"breadcrumb_settings":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/appliedsmartfactory.com\/zh-hans\/\" title=\"Home\">Home<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">|<\/span><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/\" title=\"Semiconductor Blog\">Semiconductor Blog<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">|<\/span><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/manufacturing-execution-zh-hans\/\" title=\"\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c\">\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">|<\/span><span class=\"aioseo-breadcrumb\">\n\t\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c\n<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/"},{"label":"Semiconductor Blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/"},{"label":"\u534a\u5bfc\u4f53\u5236\u9020\u6267\u884c","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/manufacturing-execution-zh-hans\/"},{"label":"\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u68c0\u6d4b\u548c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/manufacturing-execution-zh-hans\/optimize-system-performance-detect-and-predict-system-failures\/"}],"_links":{"self":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog\/13252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/users\/73"}],"version-history":[{"count":0,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog\/13252\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/media\/5289"}],"wp:attachment":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=13252"}],"wp:term":[{"taxonomy":"semiconductor-blog-category","embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/semiconductor-blog-category?post=13252"},{"taxonomy":"semiconductor-blog-tag","embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/semiconductor-blog-tag?post=13252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}