{"id":30828,"date":"2021-12-10T05:33:56","date_gmt":"2021-12-10T05:33:56","guid":{"rendered":"https:\/\/staging.appliedsmartfactory.com\/semiconductor-blog\/%semiconductor-blog-category%\/minding-the-gap-with-ai-and-ml-processes\/"},"modified":"2026-10-14T01:21:26","modified_gmt":"2026-10-14T08:21:26","slug":"minding-the-gap-with-ai-and-ml-processes","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/al-ml-zh-hans\/minding-the-gap-with-ai-and-ml-processes\/","title":{"rendered":"\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u5173\u6ce8\u5dee\u5f02"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"30828\" class=\"elementor elementor-30828 elementor-13158\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-42ad638 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"42ad638\" 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-0cc59e4\" data-id=\"0cc59e4\" 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-f2e90d7 elementor-widget elementor-widget-text-editor\" data-id=\"f2e90d7\" 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>\u5728\u82f1\u56fd\uff0c\u201cmind the gap\u201d\u662f\u6307<strong>\u6ce8\u610f\u5730\u94c1\u548c\u7ad9\u53f0\u4e4b\u95f4\u7684\u95f4\u9699\u3002<\/strong>\u5728\u6bcf\u4e2a\u5730\u94c1\u7ad9\uff0c\u6bcf\u5929\u90fd\u80fd\u542c\u5230\u6570\u5343\u6b21\u8fd9\u79cd\u81ea\u52a8\u8b66\u62a5\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u8fd9\u4e2a\u8bcd\u7ec4\u7684\u610f\u601d\u662f\u5173\u6ce8\u3001\u89c2\u5bdf\u67d0\u7269\uff0c\u63a2\u7d22\u7f3a\u5931\u6216\u4e0d\u5b58\u5728\u7684\u4e1c\u897f\u3002<\/p>\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-88b85b4 elementor-widget elementor-widget-text-editor\" data-id=\"88b85b4\" 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\u5bf9\u4e8e\u6b63\u5728\u8003\u8651\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6280\u672f\u7684\u534a\u5bfc\u4f53\u6676\u5706\u5382\u7ba1\u7406\u8005\u6765\u8bf4\uff0c\u6709\u4e00\u4e9b\u9700\u8981\u8003\u8651\u7684\u95ee\u9898\uff1a\u60a8\u662f\u5426\u6ce8\u610f\u5230\u81ea\u5df1\u6676\u5706\u5382\u6570\u636e\u4e2d\u7684\u7f3a\u53e3\uff1f\u60a8\u610f\u8bc6\u5230\u5b83\u4eec\u4e86\u5417\uff1f \u60a8\u7684\u751f\u4ea7\u8fd0\u8425\u4e2d\u7f3a\u5c11\u4e86\u4ec0\u4e48\uff0c\u6216\u8005\u6709\u4ec0\u4e48\u963b\u788d\u60a8\u5411\u667a\u80fd\u5236\u9020\u8fc8\u8fdb\uff1f\u60a8\u7684\u8fd0\u8425\u8981\u6c42\u548c\u53ef\u8fbe\u6210\u7684\u7ed3\u679c\u4e4b\u95f4\u5b58\u5728\u5dee\u8ddd\u5417\uff1f\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-b99dcc5 elementor-widget elementor-widget-text-editor\" data-id=\"b99dcc5\" 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>\u672c\u6587\u91cd\u70b9\u9610\u8ff0\u5b9e\u73b0\u667a\u80fd\u5236\u9020\u76f8\u5173\u7684\u95ee\u9898\uff0c\u5e76\u63a2\u8ba8\u4f7f\u7528\u9ad8\u6548\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6d41\u7a0b\u5bf9\u73b0\u6709\u6676\u5706\u5382\u7cfb\u7edf\u505a\u51fa\u6539\u53d8\u7684\u4ef7\u503c\uff0c\u91cd\u70b9\u5173\u6ce8\u9884\u6d4b\u6a21\u578b\u95ee\u9898\u5e76\u901a\u8fc7\u4f18\u5316\u5b9e\u73b0\u8bbe\u5907\u63a7\u5236\u3002\u8fd9\u91cc\uff0c\u6211\u4eec\u901a\u8fc7\u4e00\u4e2a\u6848\u4f8b\u6765\u8bf4\u660e\u5982\u4f55\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u9884\u6d4b\u6279\u6b21\u751f\u4ea7\u5468\u671f\u3002<\/p>\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-3b387c9 elementor-widget elementor-widget-heading\" data-id=\"3b387c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u81ea\u6211\u8ba4\u8bc6\u3001\u9650\u5236\u548c\u5ef6\u8fdf\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8423d39 elementor-widget elementor-widget-text-editor\" data-id=\"8423d39\" 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\u5728\u6676\u5706\u5382\u76ee\u524d\u7684\u751f\u4ea7\u7cfb\u7edf\u548c\u63a7\u5236\u73af\u5883\u4e2d\uff0c\u5b58\u5728\u4e09\u4e2a\u5173\u952e\u7684\u9650\u5236\u56e0\u7d20\uff0c\u963b\u788d\u7740\u5236\u9020\u5546\u8fc8\u5411\u667a\u80fd\u5236\u9020\uff08\u89c1\u56fe 1\uff09\uff1a\n<ol>\n \t<li><strong>\u624b\u52a8\u8c03\u8282\u3002<\/strong> \u5bf9\u4e8e\u591a\u533a\u57df\u6392\u7a0b\u548c\u8c03\u5ea6\u89c4\u5219\uff0c\u5236\u9020\u5546\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u5176\u73b0\u6709\u7684\u6280\u80fd\u548c\u77e5\u8bc6\uff0c\u800c\u8fd9\u4e9b\u6280\u80fd\u548c\u77e5\u8bc6\u5f80\u5f80\u5e76\u4e0d\u5145\u8db3\uff0c\u800c\u4e14\u8017\u65f6\u3002<\/li>\n \t<li><strong>\u6a21\u578b\u9650\u5236\u3002<\/strong> \u4ece\u6a21\u578b\u8fd0\u884c\u65f6\u95f4\u548c\u51c6\u786e\u6027\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u76ee\u524d\u7528\u4e8e\u5de5\u5382\u52a8\u6001\u9884\u6d4b\u7684\u4eff\u771f\u6a21\u578b\u5b58\u5728\u660e\u663e\u7684\u5c40\u9650\u6027\u3002<\/li>\n \t<li><strong>\u5ef6\u8fdf\u3002<\/strong> \u5728\u6392\u7a0b\u3001\u8c03\u5ea6\u3001\u8bbe\u5907\u548c\u5065\u5eb7\u8fd0\u884c\u63a7\u5236\u65b9\u9762\uff0c\u7531\u4e8e\u96c6\u6210\u5ea6\u4f4e\u3001\u9884\u6d4b\u901f\u5ea6\u6162\u4ee5\u53ca\u51c6\u786e\u6027\u5dee\uff0c\u8bbe\u7f6e\u914d\u7f6e\u503c\u5b58\u5728\u5ef6\u8fdf\u7684\u73b0\u8c61\u4ecd\u7136\u666e\u904d\u3002<\/li>\n<\/ol>\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-b2b21c7 elementor-widget elementor-widget-image\" data-id=\"b2b21c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure1-current-fab-challenges.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Figure 1.\" data-elementor-lightbox-description=\"The three key limitations preventing manufacturers from moving on to smart manufacturing and our approach to address these limitations\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODU2MSwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvZmlndXJlMS1jdXJyZW50LWZhYi1jaGFsbGVuZ2VzLnBuZyJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"523\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure1-current-fab-challenges.png\" class=\"attachment-full size-full wp-image-8561\" alt=\"Figure 1 Current Fab Challenges\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure1-current-fab-challenges.png 800w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure1-current-fab-challenges-300x196.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure1-current-fab-challenges-768x502.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 1. \u963b\u788d\u5236\u9020\u5546\u8fc8\u5411\u667a\u80fd\u5236\u9020\u7684\u4e09\u4e2a\u5173\u952e\u9650\u5236\uff0c \u4ee5\u53ca\u6211\u4eec\u89e3\u51b3\u8fd9\u4e9b\u9650\u5236\u7684\u65b9\u6cd5<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-067f94f elementor-widget elementor-widget-heading\" data-id=\"067f94f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u66f4\u667a\u80fd\u7684\u65b9\u5f0f\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c158a97 elementor-widget elementor-widget-text-editor\" data-id=\"c158a97\" 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>\u5982\u679c\u5236\u9020\u5546\u80fd\u591f\u5229\u7528\u9ad8\u6548\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6d41\u7a0b\u5bf9\u5f53\u524d\u7684\u7cfb\u7edf\u8fdb\u884c\u4e00\u4e9b\u5fc5\u8981\u7684\u6539\u53d8\uff0c\u5c31\u53ef\u4ee5\u5b9e\u73b0\u6539\u8fdb\uff0c\u5e76\u4ee5\u66f4\u667a\u80fd\u7684\u65b9\u5f0f\u63a7\u5236\u751f\u4ea7\u6d3b\u52a8\u3002\u5177\u4f53\u5730\u8bf4\uff0c\u901a\u8fc7\u6709\u6548\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u60a8\u53ef\u4ee5\u4e3a\u89e3\u51b3\u4e24\u7c7b\u5236\u9020\u95ee\u9898\u5960\u5b9a\u57fa\u7840\uff08\u89c1\u56fe 2\uff09\uff1a<\/p><ol><li>\u7b2c\u4e00\u7c7b\u95ee\u9898\u4e0e<strong>\u9884\u6d4b\u6a21\u578b\u95ee\u9898<\/strong>\u6709\u5173\uff0c\u5373\u4e0e\u6279\u6b21\u751f\u4ea7\u5468\u671f\u9884\u6d4b\u3001\u52a8\u6001\u74f6\u9888\u9884\u6d4b\u548c\u826f\u7387\u9884\u6d4b\u76f8\u5173\u7684\u95ee\u9898\u3002\u6bd4\u8f83\u597d\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5bf9\u6bcf\u4e00\u4e2a\u95ee\u9898\u4f7f\u7528\u5408\u9002\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002<\/li><li><strong>\u7b2c\u4e8c\u7c7b<\/strong>\u95ee\u9898\u6d89\u53ca\u8003\u8651\u5728\u5b9e\u65f6\u72b6\u6001\u548c\u672a\u6765\u72b6\u6001\u4e4b\u4e0b\uff0c<strong>\u627e\u5230\u6700\u4f73\u903b\u8f91\u6216\u53c2\u6570\u503c<\/strong>\uff0c\u4ee5\u6700\u9002\u5b9c\u7684\u65b9\u5f0f\u63a7\u5236\u751f\u4ea7\u6d41\u7a0b\u6216\u8bbe\u5907\u64cd\u4f5c\u3002\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u6a21\u578b\u662f\u4e00\u79cd\u5f88\u597d\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5b83\u53ef\u57fa\u4e8e\u5bc6\u96c6\u8bad\u7ec3\u6d41\u7a0b\u627e\u5230\u5e76\u5b66\u4e60\u6700\u4f18\u903b\u8f91\u548c\u53c2\u6570\u8bbe\u7f6e\u3002<\/li><\/ol>\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-b2fb766 elementor-widget elementor-widget-image\" data-id=\"b2fb766\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure2-problems-and-solutions.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Figure 2.\" data-elementor-lightbox-description=\"Two key fab problems addressed with AI and ML processes and specific solutions to these problems\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODU3MCwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvZmlndXJlMi1wcm9ibGVtcy1hbmQtc29sdXRpb25zLnBuZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"356\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure2-problems-and-solutions.png\" class=\"attachment-full size-full wp-image-8570\" alt=\"Figure 2 Problems and Solutions\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure2-problems-and-solutions.png 800w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure2-problems-and-solutions-300x134.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure2-problems-and-solutions-768x342.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 2. \u501f\u52a9\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6d41\u7a0b\u89e3\u51b3\u7684\u4e24\u4e2a\u5173\u952e\u6676\u5706\u5382\u95ee\u9898\uff0c \u4ee5\u53ca\u8fd9\u4e9b\u95ee\u9898\u7684\u5177\u4f53\u89e3\u51b3\u65b9\u6848<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-bc70352 elementor-widget elementor-widget-heading\" data-id=\"bc70352\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u5173\u6ce8\u5dee\u5f02\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2745727 elementor-widget elementor-widget-text-editor\" data-id=\"2745727\" 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>\u4e3a\u5e2e\u52a9\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u6211\u4eec\u7684 SmartFactory \u9ad8\u6548\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u96c6\uff0c\u53ef\u7528\u4e8e (1) \u6784\u5efa\u81ea\u5b9a\u4e49\u7b97\u6cd5\u4ee5\u89e3\u51b3\u5e7f\u6cdb\u5b58\u5728\u7684\u95ee\u9898\uff0c(2) \u9a71\u52a8\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u4ee5\u53ca (3) \u4f7f\u5236\u9020\u8bbe\u5907\u548c\u5236\u7a0b\u5b9e\u73b0<strong>\u66f4\u9ad8\u6548\u7387<\/strong>\u548c<strong>\u66f4\u9ad8\u6548\u76ca<\/strong>\u3002\u4f7f\u7528\u6b64\u5de5\u5177\u96c6\u53ef\u4ee5\u5c06\u5f00\u53d1\u548c\u90e8\u7f72\u6574\u4f53\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u6240\u9700\u7684\u65f6\u95f4\u51cf\u5c11 <strong>30%<\/strong> \u4ee5\u4e0a\u3002<\/p>\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-0ea2043 elementor-widget elementor-widget-text-editor\" data-id=\"0ea2043\" 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>\u6b64\u5e73\u53f0\u7531\u4ee5\u4e0b\u51e0\u90e8\u5206\u7ec4\u6210\uff1a<\/p><ol><li>\u9884\u5b9a\u4e49\u7684<strong>\u7279\u5f81\u56e0\u5b50<\/strong>\uff0c\u7528\u4e8e\u89e3\u51b3\u5e38\u89c1\u7684\u751f\u4ea7\u6548\u7387\u95ee\u9898\u3002\u7279\u5f81\u56e0\u5b50\u662f\u4e00\u79cd\u9759\u6001\u503c\uff0c\u5982\u6bcf\u4e00\u7ad9\u70b9\u7684\u5e73\u5747\u751f\u4ea7\u5468\u671f\u6216\u6bcf\u4e00\u7ad9\u70b9\u7684\u5e73\u5747\u6279\u6b21\u6570\u91cf\u3002\u6bcf\u4e2a\u7279\u5f81\u56e0\u5b50\u5747\u4ee3\u8868\u4e00\u4e2a\u6279\u6b21\u3001\u8bbe\u5907\u6216\u7ad9\u70b9\u7684\u67d0\u4e2a\u7279\u5f81\u3002\u51ed\u501f\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u5236\u9020\u5546\u53ef\u4ee5\u91cd\u7528\u6216\u4fee\u6539 APF \u683c\u5f0f\u5316\u62a5\u8868\uff0c\u53ef\u4e13\u95e8\u4e3a\u9884\u5b9a\u4e49\u7684\u7279\u5f81\u56e0\u5b50\u8fdb\u884c\u7279\u5f81\u8ba1\u7b97\u800c\u521b\u5efa\u76f8\u5e94\u7684\u62a5\u8868\u3002\u901a\u8fc7\u4f7f\u7528 APF \u683c\u5f0f\u5316\u7a0b\u5e8f\uff0c\u5236\u9020\u5546\u53ef\u4ee5\u8f7b\u677e\u5730\u7ba1\u7406\u7279\u5f81\u56e0\u5b50\u548c\u7279\u5f81\u8ba1\u7b97\u3002<\/li><li>\u5373\u7528\u578b<strong>\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/strong>\uff0c\u7528\u4e8e\u89e3\u51b3\u5e38\u89c1\u7684\u5de5\u5382\u751f\u4ea7\u6548\u7387\u548c\u4f9b\u5e94\u94fe\u95ee\u9898\u3002\u8fd9\u4e9b\u6a21\u578b\u662f\u201c\u57fa\u7ebf\u201d\u89e3\u51b3\u65b9\u6848\uff0c\u60a8\u4e5f\u53ef\u4ee5\u6839\u636e\u9700\u8981\u81ea\u7531\u4fee\u6539\u548c\u91cd\u7528\u3002\u60a8\u53ef\u4ee5\u5728\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5f00\u53d1\u751f\u547d\u5468\u671f\u7684\u6240\u6709\u9636\u6bb5\uff08\u4ece\u6570\u636e\u51c6\u5907\u5230\u90e8\u7f72\u548c\u76d1\u63a7\uff09\u4f7f\u7528\u5f53\u524d\u7684 APF \u5e73\u53f0\u6784\u5efa\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5982\u679c\u60a8\u719f\u6089\u5f53\u524d\u7684 APF \u5e73\u53f0\uff0c\u8fd8\u53ef\u4ee5\u66f4\u5bb9\u6613\u5730\u6784\u5efa\u81ea\u5df1\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<\/li><li>\u81ea\u52a8\u8bbe\u7f6e\u6392\u7a0b\u548c\u8c03\u5ea6\u53c2\u6570\u7684\u5373\u7528\u578b<strong>\u7b97\u6cd5<\/strong>\u3002\u8fd9\u4e9b\u7b97\u6cd5\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\uff0c\u5e76\u56f4\u7ed5\u57fa\u4e8e\u6a21\u62df\u7684\u4f18\u5316\u800c\u6784\u5efa\u3002<\/li><li>\u7528\u4e8e\u8bc4\u4f30\u548c\u76d1\u63a7\u7684\u9884\u6784\u5efa<strong>\u89e3\u51b3\u65b9\u6848\u7528\u6237\u754c\u9762\uff08UI\uff09<\/strong>\u3002\u8fd9\u4e9b\u7528\u6237\u754c\u9762\u53ef\u52a0\u5feb\u6784\u5efa\u548c\u90e8\u7f72\u65b0\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u6574\u4e2a\u8fc7\u7a0b\u3002<\/li><\/ol>\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-e31bb1d elementor-widget elementor-widget-text-editor\" data-id=\"e31bb1d\" 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>\u56fe 3 \u5bf9\u6bd4\u4e86\u5f53\u524d\u624b\u52a8\u63a7\u5236\u7cfb\u7edf\u4e0e\u7528\u4e8e\u81ea\u52a8\u63a7\u5236\u7684\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5d4c\u5165\u5f0f\u7cfb\u7edf\u3002\u9664\u4e86\u7279\u6027\u56e0\u5b50\uff0c\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u8fd8\u5177\u6709\u4ee5\u4e0b\u51e0\u4e2a\u7279\u6027\uff1a<\/p><ol><li>\u6b64\u5e73\u53f0\u63d0\u4f9b\u4e00\u79cd\u5e26\u6709<strong>\u673a\u5668\u5b66\u4e60\/\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5<\/strong>\u7684<strong>\u6570\u636e\u9a71\u52a8\u65b9\u6cd5<\/strong>\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u81ea\u52a8\u914d\u7f6e\u6216\u8c03\u6574\u8c03\u5ea6\u4e0e\u6392\u7a0b\u53c2\u6570\uff0c\u4ece\u800c\u65e0\u9700\u624b\u52a8\u8c03\u6574\u3002\u8c03\u5ea6\u548c\u6392\u7a0b\u53c2\u6570\u793a\u4f8b\uff1aHot_lot_factor\u3001Prefer_tool_factor \u548c Step_move_target_factor\u3002<\/li><li>\u6b64\u5e73\u53f0\u8fd8\u63d0\u4f9b\u80fd\u591f\u5feb\u901f\u8fd0\u884c\u7684<strong>\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u6a21\u578b<\/strong>\uff0c\u4f7f\u6392\u7a0b\u5668\u548c\u8c03\u5ea6\u5668\u80fd\u591f\u4f7f\u7528\u5b9e\u65f6\u8fd0\u7b97\u7ed3\u679c\uff0c\u63d0\u9ad8\u51c6\u786e\u6027\u3002\u6b64\u6a21\u578b\u751a\u81f3\u53ef\u4ee5<strong>\u81ea\u52a8\u5c06\u8bad\u7ec3\u4e0e<\/strong>\u57fa\u4e8e\u65f6\u95f4\u6216\u6761\u4ef6\u7684\u6a21\u5f0f\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u4e3a\u60a8\u63d0\u4f9b\u66f4\u597d\u7684\u53ef\u89c6\u6027\u548c\u66f4\u5feb\u7684\u9700\u6c42\u54cd\u5e94\u3002<\/li><li>\u57fa\u4e8e\u9884\u6d4b\u6a21\u578b\u7684\u6539\u8fdb\u540e\u80fd\u529b\uff0c\u60a8\u53ef\u4ee5\u66f4\u6709\u6548\u5730<strong>\u96c6\u6210\u5b9e\u65f6\u6570\u636e\u548c\u9884\u6d4b\u6570\u636e<\/strong>\uff0c\u6d88\u9664\u4e0e\u5173\u952e\u53ef\u914d\u7f6e\u53c2\u6570\u63a7\u5236\u76f8\u5173\u7684\u5ef6\u8fdf\u3002<\/li><li>APF \u683c\u5f0f\u5316\u7a0b\u5e8f\u8bbe\u6709\u4e00\u4e2a <strong>Python \u6a21\u5757<\/strong>\uff0c\u8be5\u6a21\u5757\u53ef\u8fd0\u884c\u7531 Python \u7f16\u7801\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u5c06 APF \u5e73\u53f0\u7528\u4e8e\u5f53\u524d\u7684\u6392\u7a0b\u548c\u8c03\u5ea6\u89c4\u5219\u5f00\u53d1\u73af\u5883\uff0c\u5219\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u90e8\u7f72\u5c06\u4e0e\u5f53\u524d\u7684\u89c4\u5219\u90e8\u7f72\u8fc7\u7a0b\u7c7b\u4f3c\u3002\u8fd9\u662f\u5e94\u7528\u6750\u6599\u516c\u53f8\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u4e3a\u5f53\u524d APF \u7528\u6237\u63d0\u4f9b\u7684\u4e00\u4e2a\u5de8\u5927\u4fbf\u5229\uff0c\u56e0\u4e3a\u7528\u6237\u53ef\u4ee5\u5728\u4e0d\u6539\u53d8\u5f53\u524d\u5f00\u53d1\u548c\u90e8\u7f72\u73af\u5883\u7684\u60c5\u51b5\u4e0b\u5f00\u53d1\u548c\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<\/li><li>\u6700\u540e\uff0c\u5728\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u4e4b\u540e\uff0c\u60a8\u5fc5\u987b\u76d1\u63a7\u6a21\u578b\u6027\u80fd\uff0c\u5e76\u5b9a\u671f\u6839\u636e\u6027\u80fd\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\u3002\u5728\u5e94\u7528\u6750\u6599\u516c\u53f8\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u4e2d\uff0c<strong>\u6d3b\u52a8\u7ba1\u7406\u5668\uff08Activity Manager\uff09<\/strong>\u81ea\u52a8\u7ba1\u7406\u6b64\u5de5\u4f5c\u6d41\u8fc7\u7a0b\u3002<\/li><\/ol>\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-a6f66f5 elementor-widget elementor-widget-image\" data-id=\"a6f66f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure3-current-vs-ai-platform.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Figure 3.\" data-elementor-lightbox-description=\"The differences between current systems of manual control and AI\/ML embedded systems for automated control\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODU5NywidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvZmlndXJlMy1jdXJyZW50LXZzLWFpLXBsYXRmb3JtLnBuZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"593\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure3-current-vs-ai-platform.png\" class=\"attachment-full size-full wp-image-8597\" alt=\"Figure 3 Current vs AI Platform\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure3-current-vs-ai-platform.png 800w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure3-current-vs-ai-platform-300x222.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure3-current-vs-ai-platform-768x569.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 3. \u5f53\u524d\u4eba\u5de5\u63a7\u5236\u7cfb\u7edf\u4e0e\u7528\u4e8e\u81ea\u52a8\u5316\u63a7\u5236\u7684 \u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5d4c\u5165\u5f0f\u7cfb\u7edf\u7684\u533a\u522b<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-732e66a elementor-widget elementor-widget-heading\" data-id=\"732e66a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528\u5148\u8fdb\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u63a7\u5236\u9884\u6d4b\u6279\u6b21\u751f\u4ea7\u5468\u671f\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d70dd9 elementor-widget elementor-widget-text-editor\" data-id=\"7d70dd9\" 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>\u4e3a\u8bf4\u660e\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u7684\u4f7f\u7528\u60c5\u51b5\uff0c\u6211\u4eec\u5c06\u9884\u6d4b\u6279\u6b21\u751f\u4ea7\u5468\u671f\u7684\u6311\u6218\u4f5c\u4e3a\u4e00\u4e2a\u793a\u4f8b\u6765\u8fdb\u884c\u89c2\u5bdf\u3002\u6279\u6b21\u751f\u4ea7\u5468\u671f\u9884\u6d4b\u662f\u6307\u9884\u6d4b\u6bcf\u4e00\u7ad9\u70b9\u4e2d\u6bcf\u4e2a\u6279\u6b21\u7684\u5b8c\u6210\u65f6\u95f4\u3002\u6709\u4e86\u51c6\u786e\u7684\u6279\u6b21\u5b8c\u6210\u65f6\u95f4\u9884\u6d4b\uff0c\u6676\u5706\u5382\u7ba1\u7406\u8005\u53ef\u4ee5\u68c0\u67e5\u5176\u65e5\u5e38\u6676\u5706\u5c01\u88c5\u8ba1\u5212\u662f\u5426\u7b26\u5408\u8fdb\u5ea6\uff0c\u56e0\u6b64\u8be5\u529f\u80fd\u5728\u6210\u529f\u5b9e\u73b0\u6309\u65f6\u4ea4\u4ed8\u65b9\u9762\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002<\/p><p>\u56fe 4 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class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure4-use-case-1a-build.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Figure 4.\" data-elementor-lightbox-description=\"Building an ML model to predict lot cycle time\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODYwNSwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvZmlndXJlNC11c2UtY2FzZS0xYS1idWlsZC5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"797\" height=\"810\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure4-use-case-1a-build.png\" class=\"attachment-large size-large wp-image-8605\" alt=\"Figure 4 Use Case 1A Build\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure4-use-case-1a-build.png 797w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure4-use-case-1a-build-295x300.png 295w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure4-use-case-1a-build-768x781.png 768w\" sizes=\"(max-width: 797px) 100vw, 797px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 4. \u5efa\u7acb\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6765\u9884\u6d4b\u6279\u6b21\u751f\u4ea7\u5468\u671f<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-eb8cd4e elementor-widget elementor-widget-text-editor\" data-id=\"eb8cd4e\" 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>\u56fe 5 \u5c55\u793a\u4e86\u6279\u6b21\u751f\u4ea7\u5468\u671f\u9884\u6d4b\u6a21\u578b\u7684\u90e8\u7f72\u548c\u7ed3\u679c\uff08\u7ad9\u70b9 1-4\uff09\u3002\u8981\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6a21\u578b\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u5386\u53f2\u6279\u6b21\u4ea4\u6613\u6570\u636e\u548c\u5404\u79cd\u672a\u6765\u7684\u6a21\u62df\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\u6570\u636e\u3002\u8981\u6d4b\u8bd5\u548c\u8bc4\u4f30\u6a21\u578b\uff0c\u53ef\u4ee5\u4f7f\u7528\u7c7b\u4f3c\u5ea6\u91cf\u6807\u51c6\u7684\u57fa\u672c\u7cbe\u5ea6\u77e9\u9635\u6d4b\u8bd5\u3002\u90e8\u7f72\u65b9\u9762\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 APF \u683c\u5f0f\u5316\u7a0b\u5e8f\u9884\u6d4b\u6bcf\u4e2a\u6279\u6b21\u7684\u5b8c\u6210\u65f6\u95f4\u3002\u8981\u83b7\u5f97\u6279\u6b21\u751f\u4ea7\u5468\u671f\u9884\u6d4b\uff0c\u53ef\u5c06\u7279\u5f81\u6570\u636e\u548c\u8bad\u7ec3\u597d\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5bfc\u5165\u5230\u4e00\u4e2a Python \u6a21\u5757\u4e2d\uff0c\u6b64 Python 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data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODYxMCwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8xMlwvZmlndXJlNS11c2UtY2FzZTFiLXByZWRpY3QucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"799\" height=\"719\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure5-use-case1b-predict.png\" class=\"attachment-full size-full wp-image-8610\" alt=\"Figure 5 Use Case 1B Predict\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure5-use-case1b-predict.png 799w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure5-use-case1b-predict-300x270.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2021\/12\/figure5-use-case1b-predict-768x691.png 768w\" sizes=\"(max-width: 799px) 100vw, 799px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 5. \u90e8\u7f72\u6279\u6b21\u751f\u4ea7\u5468\u671f\u9884\u6d4b\u6a21\u578b<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-c9550b3 elementor-widget elementor-widget-heading\" data-id=\"c9550b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7ed3\u8bba\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10b7167 elementor-widget elementor-widget-text-editor\" data-id=\"10b7167\" 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\u60a8\u662f\u5426\u6ce8\u610f\u5230\u81ea\u5df1\u5de5\u5382\u6570\u636e\u4e2d\u7684\u7f3a\u53e3\uff1f\u60a8\u7ba1\u7406\u9884\u6d4b\u6279\u6b21\u51fa\u5e93\u3001\u6279\u6b21\u5230\u7ad9\u548c\u8bbe\u5907\u6545\u969c\u4e8b\u4ef6\u7684\u60c5\u51b5\u5982\u4f55\uff1f\u9ad8\u6548\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u662f\u4e00\u7ec4\u7528\u4e8e\u89e3\u51b3\u4e0e\u6b64\u7c7b\u4e8b\u4ef6\u76f8\u5173\u95ee\u9898\u7684\u5de5\u5177\u96c6\u3002\u5b83\u4e3a\u81ea\u52a8\u5316\u8fc7\u7a0b\u63d0\u4f9b\u52a8\u529b\uff0c\u4f7f\u5236\u9020\u8bbe\u5907\u548c\u5de5\u827a\u6d41\u7a0b\u5b9e\u73b0\u66f4\u9ad8\u6548\u7387\u548c\u66f4\u9ad8\u6548\u76ca\u3002\u8fd9\u4e9b\u5de5\u5177\u96c6\u901a\u8fc7\u652f\u6301\u9ad8\u6548\u7684\u7279\u5f81\u8ba1\u7b97\u548c\u7ba1\u7406\uff0c\u652f\u6301\u901a\u7528\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5f00\u53d1\u548c\u90e8\u7f72\u751f\u547d\u5468\u671f\u3002\u6b64\u5e73\u53f0\u4f7f\u5236\u9020\u5546\u80fd\u591f\u5229\u7528\u5f53\u524d\u6392\u7a0b\u548c\u8c03\u5ea6\u89c4\u5219\u5f00\u53d1\u73af\u5883\u8f7b\u677e\u5730\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u540e\uff0c\u5236\u9020\u5546\u53ef\u4ee5\u76d1\u63a7\u6a21\u578b\u6027\u80fd\uff0c\u5e76\u6839\u636e\u6676\u5706\u5382\u5185\u7684\u6027\u80fd\u548c\u660e\u663e\u6ce2\u52a8\u5bf9\u6a21\u578b\u8fdb\u884c\u518d\u8bad\u7ec3\u3002\n\t\t\t\t\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>\u501f\u52a9 SmartFactory Productivity AI\/ML \u5e73\u53f0\uff0c\u4ee5\u66f4\u667a\u80fd\u7684\u65b9\u5f0f\u5b9e\u73b0\u5236\u9020\u8fd0\u8425\u7ba1\u63a7\u3002<\/p>\n","protected":false},"author":73,"featured_media":15533,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false},"semiconductor-blog-category":[305],"semiconductor-blog-tag":[191],"class_list":["post-30828","blog","type-blog","status-publish","has-post-thumbnail","hentry","semiconductor-blog-category-al-ml-zh-hans","semiconductor-blog-tag-semi-zh-hans"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u501f\u52a9 SmartFactory Productivity AI\/ML \u5e73\u53f0\uff0c\u4ee5\u66f4\u667a\u80fd\u7684\u65b9\u5f0f\u5b9e\u73b0\u5236\u9020\u8fd0\u8425\u7ba1\u63a7\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"SmartFactory 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