{"id":13293,"date":"2022-04-27T07:00:13","date_gmt":"2022-04-27T07:00:13","guid":{"rendered":"https:\/\/appliedsmtdev.wpenginepowered.com\/blog\/improve-yield-learning\/"},"modified":"2026-04-22T02:29:19","modified_gmt":"2026-04-22T09:29:19","slug":"improve-yield-learning","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/","title":{"rendered":"\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13293\" class=\"elementor elementor-13293 elementor-13169\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-20c06694 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"20c06694\" 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-523fb716\" data-id=\"523fb716\" 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-4dc1eb7a elementor-widget elementor-widget-text-editor\" data-id=\"4dc1eb7a\" 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\u4e86\u5b9e\u73b0\u63a5\u8fd1 100% \u7684\u826f\u7387\uff0c\u534a\u5bfc\u4f53\u5236\u9020\u5546\u5fc5\u987b\u638c\u63e1\u4e00\u79cd\u540d\u4e3a\u201c\u826f\u7387\u5b66\u4e60\u201d\u7684\u7a0b\u5e8f\u3002 \u8fd9\u5305\u62ec\u9010\u4e2a\u6d88\u9664\u6545\u969c\u6e90\uff0c\u76f4\u81f3\u7edd\u5927\u591a\u6570\u5236\u9020\u5355\u5143\u6309\u89c4\u8303\u8fd0\u884c\u3002 \u5728\u5f53\u4eca\u7684\u6676\u5706\u5382\u4e2d\uff0c\u9700\u8981\u66f4\u597d\u7684\u6570\u636e\u6536\u96c6\u3001\u96c6\u6210\u548c\u53ef\u89c1\u6027\u6765\u6539\u8fdb\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u4ea7\u91cf\u63d0\u5347\u3002<\/p>\n<p>\u672c\u535a\u6587\u4ecb\u7ecd\u4e86\u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u5728\u201c\u4e0e\u5176\u4ed6\u6676\u5706\u5382\u7cfb\u7edf\u96c6\u6210\u4ee5\u63d0\u4f9b\u66f4\u5feb\u826f\u7387\u5b66\u4e60\u201d\u65b9\u9762\u63d0\u4f9b\u4ef7\u503c\u3002 \u5b83\u91cd\u70b9\u4ecb\u7ecd\u4e86\u5e94\u7528\u6750\u6599\u516c\u53f8\u6700\u8fd1\u53d1\u5e03\u7684\u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u901a\u8fc7\u4e24\u4e2a\u793a\u4f8b\u5c55\u793a\u4e86\u8fd9\u4e9b\u7cfb\u7edf\u5982\u4f55\u63a7\u5236 Q-time\uff0c\u5e76\u901a\u8fc7\u66f4\u597d\u7684\u53ef\u89c6\u5316\u529f\u80fd\u8bc6\u522b\u7f3a\u9677\u6e90\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-76479284 elementor-widget elementor-widget-heading\" data-id=\"76479284\" 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\">\u5408\u4f5c\u4ef7\u503c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33ffd94e elementor-widget elementor-widget-text-editor\" data-id=\"33ffd94e\" 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\u5ba2\u6237\u5b9e\u73b0\u5176\u826f\u7387\u5b66\u4e60\uff0c\u5e94\u7528\u6750\u6599\u516c\u53f8\u81ea\u52a8\u5316\u4ea7\u54c1\u90e8\u6700\u8fd1\u4e0e\u53f0\u6e7e\u5730\u533a\u4e00\u5bb6\u4e13\u95e8\u4ece\u4e8b\u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\u7684\u516c\u53f8 XDMTech Inc. \u8fdb\u884c\u5408\u4f5c\u3002<\/p>\n<p>\u6b64\u6b21\u5408\u4f5c\u7684\u6210\u679c\u63a8\u51fa\u4e86\u57fa\u4e8e XDMTech Vidas \u548c xDMS \u6280\u672f\u7684 SmartFactory Yield\u548cDefect Management\uff08SmartFactory \u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\uff09\u89e3\u51b3\u65b9\u6848\u3002 SmartFactory Yield Management \u662f\u4e00\u5957\u96c6\u6210\u7684\u3001\u5e94\u7528\u4e8e\u6676\u5706\u5382\u8303\u56f4\u5185\u7684\u826f\u7387\u6570\u636e\u7ba1\u7406\u548c\u5206\u6790\u7cfb\u7edf\u3002 \u5b83\u53ef\u4ee5\u5e2e\u52a9\u5de5\u7a0b\u5e08\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347\u3002 \u4e0e\u4e4b\u4e92\u8865\u7684\u53e6\u4e00\u6b3e\u4ea7\u54c1 SmartFactory Defect Management \uff0c\u51cf\u5c11\u4e86\u5bf9\u4e0d\u53ef\u9760\u7684\u624b\u52a8\u7f3a\u9677\u5206\u7c7b\u7684\u9700\u6c42\uff0c\u8fd8\u964d\u4f4e\u4e86\u826f\u7387\u635f\u5931\u3001\u8bc6\u522b\u826f\u7387\u9650\u5236\u56e0\u7d20\u7684\u65f6\u95f4\u548c\u5236\u9020\u6210\u672c\u3002<\/p>\n<p>\u8be5\u89e3\u51b3\u65b9\u6848\u7684\u63a8\u51fa\uff0c\u589e\u5f3a\u4e86\u5e94\u7528\u6750\u6599\u516c\u53f8 CIM \u4ea7\u54c1\u7ec4\u5408\u7684\u6027\u80fd\uff0c\u5e76\u4e3a\u5236\u9020\u5546\u8fdb\u884c\u826f\u7387\u5b66\u4e60\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u670d\u52a1\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-68e2aec2 elementor-widget elementor-widget-heading\" data-id=\"68e2aec2\" 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\">\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u6709\u4f55\u4e0d\u540c\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52aa95b5 elementor-widget elementor-widget-text-editor\" data-id=\"52aa95b5\" 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>SmartFactory Yield Management \u6d88\u9664\u4e86\u52a0\u8f7d\u548c\u9884\u5bf9\u9f50\u6570\u636e\u6240\u9700\u7684<strong>80%<\/strong>\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u3002 \u6b64\u5916\uff0c\u6765\u81ea\u5ba2\u6237\u73b0\u573a\u826f\u7387\u7ba1\u7406\u5b9e\u65bd\u7684\u6570\u636e\u8bb0\u5f55\u663e\u793a\u4e86\u53c2\u6570\u4e00\u81f4\u6027\u95ee\u9898\u7684\u65e9\u671f\u6839\u672c\u539f\u56e0\u8bc6\u522b\uff0c\u4ece\u800c\u663e\u8457\u8282\u7701\u6210\u672c\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-382cafe elementor-widget elementor-widget-text-editor\" data-id=\"382cafe\" 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\tSmartFactory Yield\u548cDefect Management\uff08SmartFactory \u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\uff09\u89e3\u51b3\u65b9\u6848\u7684\u4e3b\u8981\u4e0d\u540c\u4e4b\u5904\u5305\u62ec\uff1a\n<ol>\n \t<li><strong>\u7b80\u5316\u6570\u636e\u5e93\u3002<\/strong>\u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\u662f\u552f\u4e00\u80fd\u4e3a\u5355\u4e00\u4e8b\u5b9e\u6765\u6e90\u548c\u66f4\u5feb\u6839\u6e90\u5206\u6790\u63d0\u4f9b\u7b80\u5316\u3001\u53ef\u6269\u5c55\u6570\u636e\u5e93\u7ed3\u6784\u7684\u89e3\u51b3\u65b9\u6848 \uff0c\u901a\u8fc7\u589e\u52a0\u4ea7\u54c1\u7ec4\u5408\u548c\u964d\u4f4e\u6210\u672c\u5b9e\u73b0\u76c8\u5229\u80fd\u529b\u7684\u63d0\u9ad8\u3002<\/li>\n \t<li><strong>\u7edf\u8ba1\u5206\u6790\u5de5\u5177\u3002<\/strong>\u4e0e\u5f88\u591a\u4ec5\u4f9d\u8d56\u5546\u4e1a\u667a\u80fd (BI) \u5de5\u5177\u7684\u7f3a\u9677\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u4e0d\u540c\u7684\u662f\uff0cSmartFactory Defect Management \u63d0\u4f9b\u989d\u5916\u7684\u7edf\u8ba1\u5206\u6790\u5de5\u5177\u548c\u5de5\u4f5c\u6d41\u5f15\u64ce\uff0c\u4ee5\u81ea\u52a8\u751f\u6210\u5206\u6790\u62a5\u544a\u3002<\/li>\n \t<li><strong>\u66f4\u597d\u5730\u96c6\u6210\u3002<\/strong>SmartFactory Yield Management \u662f\u552f\u4e00\u53ef\u5c06\u826f\u6d4b\u548c\u5176\u4ed6\u6570\u636e\u96c6\u6210\u4ee5\u8fdb\u884c\u9ad8\u7ea7\u7edf\u8ba1\u548c\u7f3a\u9677\u76f8\u5173\u6027\u5206\u6790\u7684\u89e3\u51b3\u65b9\u6848\u3002 \u5b83\u4e5f\u662f\u552f\u4e00\u57fa\u4e8e\u901a\u7528\u5e73\u53f0\u7684\u5236\u7a0b\u8d28\u91cf\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4e0e\u5176\u4ed6\u8d28\u91cf\u5b50\u7cfb\u7edf\u96c6\u6210\uff0c\u5305\u62ec MES\u3001FDC\u3001SPC\u3001EDC \u548c APC\u3002 \u6b64\u7c7b\u96c6\u6210\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u5b9e\u73b0\u8de8\u7cfb\u7edf\u7684\u4fe1\u606f\u5171\u4eab\uff0c\u5bf9\u6676\u5706\u5382\u4e2d\u7684\u5404\u79cd\u6570\u636e\u6e90\u8fdb\u884c\u5206\u6790\uff0c\u4ee5\u53ca\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u591a\u6676\u5706\u5382\u6570\u636e\u96c6\u6210\u4ee5\u53ca\u53ef\u8ffd\u6eaf\u80fd\u529b\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-4bee1c7f elementor-widget elementor-widget-image\" data-id=\"4bee1c7f\" 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\/2022\/03\/smartFactory-yield-and-defect-management-value.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"SmartFactory Yield And Defect Management Value\" data-elementor-lightbox-description=\"SmartFactory Yield and Defect Management value and key differentiators\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTM5NSwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvc21hcnRGYWN0b3J5LXlpZWxkLWFuZC1kZWZlY3QtbWFuYWdlbWVudC12YWx1ZS5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1144\" height=\"649\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/smartFactory-yield-and-defect-management-value.png\" class=\"attachment-full size-full wp-image-9395\" alt=\"SmartFactory Yield And Defect Management Value\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/smartFactory-yield-and-defect-management-value.png 1144w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/smartFactory-yield-and-defect-management-value-300x170.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/smartFactory-yield-and-defect-management-value-1024x581.png 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/smartFactory-yield-and-defect-management-value-768x436.png 768w\" sizes=\"(max-width: 1144px) 100vw, 1144px\" \/>\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\uff1a SmartFactory Yield\u548cDefect Management \uff08SmartFactory \u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\uff09\u7684\u4ef7\u503c\u548c\u5173\u952e\u4f18\u52bf<\/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-760464ea elementor-widget elementor-widget-heading\" data-id=\"760464ea\" 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\">\u793a\u4f8b 1\uff1a\u901a\u8fc7\u96c6\u6210\u89e3\u51b3 Q-time \u95ee\u9898\u4e2d\u4f53\u73b0\u51fa\u7684\u4ef7\u503c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b044546 elementor-widget elementor-widget-text-editor\" data-id=\"2b044546\" 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>SmartFactory Yield Management \u7684\u4e3b\u8981\u4f18\u52bf\u4e4b\u4e00\u662f\u53ef\u5728\u5404\u79cd\u8fc7\u7a0b\u63a7\u5236\u5143\u7d20\u4e4b\u95f4\u7684<strong>\u5171\u4eab\u4fe1\u606f<\/strong>\u3002 \u4e3e\u4f8b\u6765\u8bf4\uff0c\u4e9a\u6d32\u7684\u4e00\u5bb6\u5927\u578b 300mm \u6676\u5706\u5382\u9762\u4e34\u8bb8\u591a\u4e0e Q-time \u95ee\u9898\u76f8\u5173\u7684\u826f\u7387\u6311\u6218\u3002 Q-time \u662f\u6307\u8de8\u4e24\u4e2a\u6216\u4ee5\u4e0a\u8fde\u7eed\u6b65\u9aa4\u4e4b\u95f4\u7684\u603b\u65f6\u95f4\u7684\u9650\u5236\u3002 \u5982\u8d85\u8fc7\u6b64\u65f6\u95f4\u9650\u5236\u503c\uff0c\u5219\u6676\u5706\u53ef\u80fd\u4f1a\u62a5\u5e9f\u6216\u5bfc\u81f4\u6f5c\u5728\u826f\u7387\u635f\u5931\u3002<\/p>\n<p>\u4e3a\u4e86\u51cf\u5c11\u6676\u5706\u62a5\u5e9f\u6216\u826f\u7387\u964d\u4f4e\u7684\u98ce\u9669\uff0c\u5404\u6279\u6b21\u5728<strong>\u5728\u751f\u4ea7\u5468\u671f\u4e2d\u6240\u9700\u7684\u65f6\u95f4<\/strong>\u5fc5\u987b\u4f4e\u4e8e Q-time \u7684\u9650\u5236\u503c\u3002 \u5982\u4f7f\u7528\u8be5\u6676\u5706\u5382\u5f53\u524d\u7684\u5185\u90e8\u7cfb\u7edf\uff0c\u5c06\u96be\u4ee5\u4e0e SmartFactory Fault Detection \u96c6\u6210\uff0c\u56e0\u800c\u65e0\u6cd5\u5feb\u901f\u751f\u6210\u663e\u793a Q-time \u95ee\u9898\u7684\u62a5\u8868\u3002 \u6b64\u5916\uff0c\u8be5\u5de5\u5382\u4e5f\u6ca1\u6709\u9002\u5f53\u7684\u81ea\u52a8\u62a5\u544a\u751f\u6210\u5de5\u5177\uff0c \u4ee5\u53ca\u63a7\u5236 Q-time\u7684\u65b9\u6cd5\uff0c\u4ece\u800c\u5bfc\u81f4\u54cd\u5e94\u65f6\u95f4\u8fc7\u6162\u548c\u4e0d\u51c6\u786e\u3002<\/p>\n<p>\u5e94\u7528\u6750\u6599\u516c\u53f8\u901a\u8fc7\u96c6\u6210 SmartFactory Yield Management \u4e0e SmartFactory Fault Detection\uff0c\u89e3\u51b3\u4e86\u4e0a\u8ff0\u7684\u95ee\u9898\u3002 \u8fd9\u4f7f\u5de5\u5382\u80fd\u591f\u8bbe\u7f6e\u8b66\u62a5\u4ee5\u901a\u77e5\u5de5\u7a0b\u5e08\u4efb\u4f55 Q-time \u8fdd\u89c4\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u6bcf\u5c0f\u65f6\u62a5\u544a\u4ee5\u6e05\u695a\u5730\u663e\u793a\u826f\u7387\u7ba1\u7406\u4e2d\u7684\u8fdd\u89c4\u8d8b\u52bf\uff08\u53c2\u89c1\u56fe 2\uff09\u3002 \u901a\u8fc7<strong>\u5171\u540c<\/strong>\u4f7f\u7528 SmartFactory Fault Detection \u7684\u5efa\u6a21\u548c\u826f\u7387\u7ba1\u7406\u529f\u80fd\uff0c\u6676\u5706\u5382\u53ef\u63a7\u5236\u548c\u76d1\u6d4b\u5230\u6676\u5706\u7ea7\u522b\u7684 Q-time\uff0c\u4ece\u800c\u52a0\u5feb\u826f\u7387\u5b66\u4e60\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-2bd94769 elementor-widget elementor-widget-image\" data-id=\"2bd94769\" 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\/2022\/03\/with-smartFactory-yield-management.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"With SmartFactory Yield Management\" data-elementor-lightbox-description=\"With SmartFactory Yield Management, fabs can detect Q-time violations in SmartFactory Fault Detection and show these violations in the yield management interface\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTM5NywidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvd2l0aC1zbWFydEZhY3RvcnkteWllbGQtbWFuYWdlbWVudC5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"893\" height=\"568\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-yield-management.png\" class=\"attachment-large size-large wp-image-9397\" alt=\"With SmartFactory Yield Management\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-yield-management.png 893w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-yield-management-300x191.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-yield-management-768x488.png 768w\" sizes=\"(max-width: 893px) 100vw, 893px\" \/>\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\uff1a \u6676\u5706\u5382\u53ef\u901a\u8fc7 SmartFactory Yield Management \u68c0\u6d4b SmartFactory Fault Detection \u4e2d\u7684 Q-time \u95ee\u9898\uff0c \u5e76\u5728\u826f\u7387\u7ba1\u7406\u754c\u9762\u663e\u793a\u8fd9\u4e9b\u95ee\u9898<\/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-0fe70bf elementor-widget elementor-widget-heading\" data-id=\"0fe70bf\" 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\">\u793a\u4f8b 2\uff1a\u901a\u8fc7\u66f4\u51fa\u8272\u7684\u53ef\u89c6\u5316\u5de5\u5177\u8bc6\u522b\u7f3a\u9677<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-710de984 elementor-widget elementor-widget-text-editor\" data-id=\"710de984\" 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>\u6676\u5706\u751f\u4ea7\u9700\u8981\u5f88\u591a\u673a\u53f0\u548c\u5de5\u827a\u6b65\u9aa4\uff0c\u56e0\u6b64\u5bf9\u673a\u53f0\u96f6\u4ef6\u548c\u673a\u68b0\u624b\u81c2\u5f15\u8d77\u7684\u7f3a\u9677\u8fdb\u884c\u5206\u6790\u975e\u5e38\u8017\u65f6\u3002 \u5982\u679c\u5236\u9020\u5546\u6ca1\u6709\u8db3\u591f\u7684\u53ef\u89c6\u5316\u548c\u5206\u7c7b\u5de5\u5177\uff0c\u5f88\u96be\u786e\u5b9a\u7f3a\u9677\u7684\u6839\u672c\u539f\u56e0\u3002<\/p><p>\u5728\u4f20\u7edf\u7684\u7f3a\u9677\u7ba1\u7406\u7cfb\u7edf\u4e2d\uff0c\u6676\u5706\u5236\u9020\u5546\u53ea\u80fd\u6839\u636e\u9884\u5b9a\u4e49\u533a\u57df\u5b9a\u4e49\u6676\u5706\u533a\u57df\uff0c\u4f8b\u5982\u201c\u4e0a\u201d\u548c\u201c\u4e0b\u201d\u6216\u201c\u4e2d\u5fc3\u201d\u548c\u201c\u8fb9\u7f18\u201d\u3002 \u4f46\u662f\uff0c\u901a\u8fc7 SmartFactory Defect Management\uff0c\u5236\u9020\u5546\u53ef\u6267\u884c<strong>\u89e6\u9488<\/strong>\u5206\u6790\uff0c\u8be5\u5206\u6790\u901a\u8fc7\u5c06\u8bbe\u5907\u96f6\u4ef6 CAD \u56fe\u5bfc\u5165\u5e94\u7528\u7a0b\u5e8f\u5e93\u5b9e\u73b0\u3002\u5236\u9020\u5546\u53ef\u5728\u53e0\u52a0\u6bd4\u5bf9 CAD \u56fe\u7684\u5e2e\u52a9\u4e0b\u5b8c\u6210\u5206\u6790\uff0c\u5982\u56fe 3 \u6240\u793a\u3002\u5236\u9020\u5546\u53ef\u5728\u53e0\u52a0\u6bd4\u5bf9 CAD \u56fe\u7684\u5e2e\u52a9\u4e0b\u5b8c\u6210\u5206\u6790\uff0c\u5982\u56fe 3 \u6240\u793a\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-163be03b elementor-widget elementor-widget-image\" data-id=\"163be03b\" 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\/2022\/03\/with-smartFactory-defect-management.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"With SmartFactory Defect Management\" data-elementor-lightbox-description=\"With SmartFactory Defect Management, manufacturers can identify robot induced defects using imported CAD drawing overlays\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTM5OSwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvd2l0aC1zbWFydEZhY3RvcnktZGVmZWN0LW1hbmFnZW1lbnQucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1022\" height=\"574\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-defect-management.png\" class=\"attachment-full size-full wp-image-9399\" alt=\"With SmartFactory Defect Management\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-defect-management.png 1022w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-defect-management-300x168.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/with-smartFactory-defect-management-768x431.png 768w\" sizes=\"(max-width: 1022px) 100vw, 1022px\" \/>\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\uff1a \u5236\u9020\u5546\u53ef\u901a\u8fc7 SmartFactory Defect Management \u4e2d\u5bfc\u5165\u7684 CAD \u53e0\u52a0\u6bd4\u5bf9\u56fe\uff0c\u8bc6\u522b\u673a\u68b0\u624b\u81c2\u5f15\u8d77\u7684\u7f3a\u9677<\/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-2da692a elementor-widget elementor-widget-text-editor\" data-id=\"2da692a\" 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>SmartFactory Defect Management \u5229\u7528\u5de5\u5177\u8ffd\u8e2a\u548c\u5206\u7c7b\u7f3a\u9677\u6765\u6e90\uff0c\u4ee5\u5e2e\u52a9\u8bc6\u522b\u6f5c\u5728\u8d8b\u52bf\u3002 \u5176\u51e0\u4f55\u53ef\u89c6\u5316\u529f\u80fd\u53e0\u52a0\u6bd4\u5bf9\u51e0\u4f55\u8bbe\u5907\u7ec4\u4ef6\u53ef\u80fd\u5728\u6676\u5706\u4e0a\u91ca\u653e\u7684\u9897\u7c92\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-c9a6937 elementor-widget elementor-widget-image\" data-id=\"c9a6937\" 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\/2022\/03\/how-smartFactory-defect-management-checks-repeated-defects.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"How SmartFactory Defect Management Checks Repeated Defects\" data-elementor-lightbox-description=\"This example illustrates how SmartFactory Defect Management checks repeated defects within a slot. If manufacturers find several repeated defects, then it typically means that those defects could be introduced by a reticle set, and a reticle might need to be cleaned or the equipment leveling condition may need to be checked\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTQwMiwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvaG93LXNtYXJ0RmFjdG9yeS1kZWZlY3QtbWFuYWdlbWVudC1jaGVja3MtcmVwZWF0ZWQtZGVmZWN0cy5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1143\" height=\"570\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/how-smartFactory-defect-management-checks-repeated-defects.png\" class=\"attachment-full size-full wp-image-9402\" alt=\"How SmartFactory Defect Management Checks Repeated Defects\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/how-smartFactory-defect-management-checks-repeated-defects.png 1143w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/how-smartFactory-defect-management-checks-repeated-defects-300x150.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/how-smartFactory-defect-management-checks-repeated-defects-1024x511.png 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/how-smartFactory-defect-management-checks-repeated-defects-768x383.png 768w\" sizes=\"(max-width: 1143px) 100vw, 1143px\" \/>\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\uff1a \u6b64\u793a\u4f8b\u6240\u8ff0\u4e3a SmartFactory Defect Management \u5728\u68c0\u67e5\u6676\u5706\u66dd\u5149\u533a\u7684\u91cd\u590d\u7f3a\u9677\u3002 \u5982\u679c\u5236\u9020\u5546\u53d1\u73b0\u591a\u5904\u91cd\u590d\u7f3a\u9677\uff0c\u5219\u901a\u5e38\u610f\u5473\u7740\u8fd9\u4e9b\u7f3a\u9677\u53ef\u80fd\u662f\u7531Reticle\u5bfc\u81f4\u7684\uff0c\u53ef\u80fd\u9700\u8981\u6e05\u6d01Reticle\u6216\u9700\u8981\u68c0\u67e5\u8bbe\u5907\u8c03\u5e73\u60c5\u51b5 <\/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-4a371b28 elementor-widget elementor-widget-heading\" data-id=\"4a371b28\" 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-289e18e9 elementor-widget elementor-widget-text-editor\" data-id=\"289e18e9\" 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>\u54ea\u4e9b\u7c7b\u578b\u7684\u826f\u7387\u95ee\u9898\u4f1a\u5f71\u54cd\u60a8\u7684\u5de5\u5382\u6548\u76ca\uff1f \u7f3a\u9677\uff1f \u53c2\u6570\uff1f \u4e24\u8005\u90fd\u4f1a\uff1f \u60a8\u662f\u5426\u9700\u8981\u5206\u6790\u6765\u81ea\u591a\u5bb6\u5de5\u5382\u7684\u6570\u636e\uff1f SmartFactory Yield\u548cDefect Management\uff08SmartFactory \u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\uff09\u89e3\u51b3\u65b9\u6848\u5177\u6709\u7b80\u5316\u4e14\u53ef\u6269\u5c55\u7684\u6570\u636e\u5e93\u7ed3\u6784\uff0c\u53ef\u63d0\u4f9b\u5355\u4e00\u4fe1\u606f\u6765\u6e90\uff0c\u63d0\u4f9b\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u591a\u5de5\u5382\u6570\u636e\u96c6\u6210\u548c\u53ef\u8ffd\u6eaf\u80fd\u529b\uff0c\u4e3a\u60a8\u7684\u5de5\u5382\u6784\u5efa\u4e00\u4e2a\u9ad8\u8d28\u91cf\u751f\u6001\u7cfb\u7edf\u3002 <\/p>\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>\u5728\u60a8\u7684\u6676\u5706\u5382\u4e2d\u4f7f\u7528\u9884\u96c6\u6210 SmartFactory Yield\u548cDefect Management\uff08SmartFactory \u826f\u7387\u548c\u7f3a\u9677\u7ba1\u7406\uff09\u89e3\u51b3\u65b9\u6848\uff0c\u6784\u5efa\u4e00\u4e2a\u9ad8\u8d28\u91cf\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n","protected":false},"author":35,"featured_media":9392,"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":[395],"semiconductor-blog-tag":[191],"class_list":["post-13293","blog","type-blog","status-publish","has-post-thumbnail","hentry","semiconductor-blog-category-quality-zh-hans","semiconductor-blog-tag-semi-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=\"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"SJ Wang\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/\" \/>\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=\"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions\" \/>\n\t\t<meta property=\"og:description\" content=\"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg\" \/>\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=\"2022-04-27T07:00:13+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-04-22T09:29:19+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg\" \/>\n\t\t<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t\t<meta name=\"twitter:data1\" content=\"SJ Wang\" \/>\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\\\/quality-zh-hans\\\/improve-yield-learning\\\/#blogposting\",\"name\":\"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions\",\"headline\":\"\\u63d0\\u9ad8\\u826f\\u7387\\u5b66\\u4e60\\u5e76\\u52a0\\u901f\\u826f\\u7387\\u4e0a\\u5347\",\"author\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/sj-wang\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/improve-yield-learning-and-accelerate.jpg\",\"width\":790,\"height\":430,\"caption\":\"Improve Yield Learning And Accelerate\"},\"datePublished\":\"2022-04-27T07:00:13-07:00\",\"dateModified\":\"2026-04-22T02:29:19-07:00\",\"inLanguage\":\"zh-CN\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#webpage\"},\"articleSection\":\"\\u534a\\u5bfc\\u4f53\\u8d28\\u91cf, \\u534a\\u5bfc\\u4f53\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#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\\\/quality-zh-hans\\\/#listItem\",\"name\":\"\\u534a\\u5bfc\\u4f53\\u8d28\\u91cf\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/quality-zh-hans\\\/#listItem\",\"position\":3,\"name\":\"\\u534a\\u5bfc\\u4f53\\u8d28\\u91cf\",\"item\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/quality-zh-hans\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#listItem\",\"name\":\"\\u63d0\\u9ad8\\u826f\\u7387\\u5b66\\u4e60\\u5e76\\u52a0\\u901f\\u826f\\u7387\\u4e0a\\u5347\"},\"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\\\/quality-zh-hans\\\/improve-yield-learning\\\/#listItem\",\"position\":4,\"name\":\"\\u63d0\\u9ad8\\u826f\\u7387\\u5b66\\u4e60\\u5e76\\u52a0\\u901f\\u826f\\u7387\\u4e0a\\u5347\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog-category\\\/quality-zh-hans\\\/#listItem\",\"name\":\"\\u534a\\u5bfc\\u4f53\\u8d28\\u91cf\"}}]},{\"@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\\\/quality-zh-hans\\\/improve-yield-learning\\\/#organizationLogo\",\"width\":900,\"height\":600,\"caption\":\"Applied Smartfactory Organization\"},\"image\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#organizationLogo\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/sj-wang\\\/#author\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/sj-wang\\\/\",\"name\":\"SJ Wang\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#authorImage\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/favicon-a.png\",\"width\":96,\"height\":96,\"caption\":\"SJ Wang\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#webpage\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/\",\"name\":\"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions\",\"description\":\"Integrated yield and defect management solutions \\u2013 speedy yield learning | statistical analysis tools\",\"inLanguage\":\"zh-CN\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/sj-wang\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/author\\\/sj-wang\\\/#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/appliedsmartfactory.com\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/improve-yield-learning-and-accelerate.jpg\",\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#mainImage\",\"width\":790,\"height\":430,\"caption\":\"Improve Yield Learning And Accelerate\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/appliedsmartfactory.com\\\/zh-hans\\\/semiconductor-blog\\\/quality-zh-hans\\\/improve-yield-learning\\\/#mainImage\"},\"datePublished\":\"2022-04-27T07:00:13-07:00\",\"dateModified\":\"2026-04-22T02:29:19-07:00\"},{\"@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>Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions<\/title>\n\n","aioseo_head_json":{"title":"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions","description":"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools","canonical_url":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#blogposting","name":"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions","headline":"\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347","author":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/sj-wang\/#author"},"publisher":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg","width":790,"height":430,"caption":"Improve Yield Learning And Accelerate"},"datePublished":"2022-04-27T07:00:13-07:00","dateModified":"2026-04-22T02:29:19-07:00","inLanguage":"zh-CN","mainEntityOfPage":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#webpage"},"isPartOf":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#webpage"},"articleSection":"\u534a\u5bfc\u4f53\u8d28\u91cf, \u534a\u5bfc\u4f53"},{"@type":"BreadcrumbList","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#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\/quality-zh-hans\/#listItem","name":"\u534a\u5bfc\u4f53\u8d28\u91cf"},"previousItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/quality-zh-hans\/#listItem","position":3,"name":"\u534a\u5bfc\u4f53\u8d28\u91cf","item":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/quality-zh-hans\/","nextItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#listItem","name":"\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347"},"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\/quality-zh-hans\/improve-yield-learning\/#listItem","position":4,"name":"\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347","previousItem":{"@type":"ListItem","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/quality-zh-hans\/#listItem","name":"\u534a\u5bfc\u4f53\u8d28\u91cf"}}]},{"@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\/quality-zh-hans\/improve-yield-learning\/#organizationLogo","width":900,"height":600,"caption":"Applied Smartfactory Organization"},"image":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#organizationLogo"}},{"@type":"Person","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/sj-wang\/#author","url":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/sj-wang\/","name":"SJ Wang","image":{"@type":"ImageObject","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#authorImage","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2024\/02\/favicon-a.png","width":96,"height":96,"caption":"SJ Wang"}},{"@type":"WebPage","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#webpage","url":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/","name":"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions","description":"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools","inLanguage":"zh-CN","isPartOf":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/#website"},"breadcrumb":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#breadcrumblist"},"author":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/sj-wang\/#author"},"creator":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/author\/sj-wang\/#author"},"image":{"@type":"ImageObject","url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg","@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#mainImage","width":790,"height":430,"caption":"Improve Yield Learning And Accelerate"},"primaryImageOfPage":{"@id":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/#mainImage"},"datePublished":"2022-04-27T07:00:13-07:00","dateModified":"2026-04-22T02:29:19-07:00"},{"@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":"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions","og:description":"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools","og:url":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/","og:image":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg","og:image:secure_url":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg","og:image:width":790,"og:image:height":430,"article:published_time":"2022-04-27T07:00:13+00:00","article:modified_time":"2026-04-22T09:29:19+00:00","twitter:card":"summary_large_image","twitter:title":"Semiconductor Manufacturing: Yield and Defect Management Solutions | Applied SmartFactory Solutions","twitter:description":"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools","twitter:image":"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/improve-yield-learning-and-accelerate.jpg","twitter:label1":"Written by","twitter:data1":"SJ Wang"},"aioseo_meta_data":{"post_id":"13293","title":"Semiconductor Manufacturing: Yield and Defect Management Solutions #separator_sa #site_title","description":"Integrated yield and defect management solutions \u2013 speedy yield learning | statistical analysis tools","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":"2026-04-23 09:16:03","limit_modified_date":false,"open_ai":"{\"title\":{\"suggestions\":[],\"usage\":0},\"description\":{\"suggestions\":[],\"usage\":0}}","created":"2023-10-30 11:31:01","updated":"2026-04-23 09:16:03","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\/quality-zh-hans\/\" title=\"\u534a\u5bfc\u4f53\u8d28\u91cf\">\u534a\u5bfc\u4f53\u8d28\u91cf<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">|<\/span><span class=\"aioseo-breadcrumb\">\n\t\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347\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\u8d28\u91cf","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog-category\/quality-zh-hans\/"},{"label":"\u63d0\u9ad8\u826f\u7387\u5b66\u4e60\u5e76\u52a0\u901f\u826f\u7387\u4e0a\u5347","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/quality-zh-hans\/improve-yield-learning\/"}],"_links":{"self":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog\/13293","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\/35"}],"version-history":[{"count":0,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog\/13293\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/media\/9392"}],"wp:attachment":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=13293"}],"wp:term":[{"taxonomy":"semiconductor-blog-category","embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/semiconductor-blog-category?post=13293"},{"taxonomy":"semiconductor-blog-tag","embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/semiconductor-blog-tag?post=13293"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}