{"id":13325,"date":"2023-01-06T10:54:58","date_gmt":"2023-01-06T10:54:58","guid":{"rendered":"https:\/\/appliedsmtdev.wpenginepowered.com\/blog\/achieve-accurate-lot-time\/"},"modified":"2025-09-05T06:17:15","modified_gmt":"2025-09-05T06:17:15","slug":"achieve-accurate-lot-time","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/al-ml-zh-hans\/achieve-accurate-lot-time\/","title":{"rendered":"\u5b9e\u73b0\u51c6\u786e\u7684\u6279\u6b21\u751f\u4ea7\u5468\u671f\u9884\u6d4b\uff0c\u63d0\u9ad8\u6309\u65f6\u4ea4\u4ed8\u7387"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13325\" class=\"elementor elementor-13325 elementor-13201\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-65aae082 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65aae082\" 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-5b38b649\" data-id=\"5b38b649\" 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-409b3b8b elementor-widget elementor-widget-text-editor\" data-id=\"409b3b8b\" 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>\u76ee\u524d\u9884\u6d4b\u6279\u6b21\u751f\u4ea7\u5468\u671f\u7684\u7edf\u8ba1\u65b9\u6cd5\u5e73\u5747\u53ea\u80fd\u8fbe\u5230 70% \u7684\u51c6\u786e\u7387\uff0c\u5bf9\u4e8e\u5e0c\u671b\u63d0\u9ad8\u751f\u4ea7\u6548\u7387\u3001\u4ea7\u7ebf\u5fd9\u788c\u7684\u6676\u5706\u5382\u800c\u8a00\uff0c\u8be5\u51c6\u786e\u5ea6\u65e0\u6cd5\u6ee1\u8db3\u5176\u9700\u6c42\u3002\u6700\u7ec8\uff0c\u7531\u4e8e\u7edf\u8ba1\u6a21\u578b\u65e0\u6cd5\u4f53\u73b0\u6676\u5706\u5382\u7684\u5b9e\u65f6\u751f\u4ea7\u52a8\u6001\uff0c\u56e0\u6b64\u6676\u5706\u5382\u7684\u56e2\u961f\u6bcf\u5929\u90fd\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u6838\u67e5\u9884\u6d4b\u6570\u636e\uff0c\u5e76\u91cd\u65b0\u8fdb\u884c\u9884\u6d4b\u4ee5\u83b7\u5f97\u51c6\u786e\u7684\u6570\u636e\u3002\u8fd9\u8868\u660e\u6676\u5706\u5382\u9700\u8981\u91c7\u7528\u4e00\u79cd\u66f4\u5feb\u901f\u3001\u7b80\u5355\u3001\u51c6\u786e\u7684\u89e3\u51b3\u65b9\u6848\u6765\u9884\u6d4b\u6bcf 14 \u5929\u4e3a\u4e00\u5468\u671f\u7684\u6279\u6b21\u751f\u4ea7\u5468\u671f\u3002\u5728\u6700\u8fd1\u7684\u4e00\u4e2a\u5ba2\u6237\u5e94\u7528\u4e2d\uff0cSmartFactory AI Productivity \u89e3\u51b3\u65b9\u6848\u548c Engineered Works<sup>\u2122<\/sup> \u88ab\u8bc1\u660e\u53ef\u4ee5\u5c06\u751f\u4ea7\u9884\u6d4b\u7684\u51c6\u786e\u7387\u63d0\u9ad8\u5230 85%\u3002<\/p><p>\u901a\u8fc7\u4e00\u4e9b\u5b9e\u9a8c\u7814\u7a76\uff0c\u6211\u4eec\u786e\u5b9a\u6700\u9002\u5408\u8be5\u5ba2\u6237\u9700\u6c42\u7684ML \u6a21\u578b\u662f\u57fa\u4e8e\u68af\u5ea6\u63d0\u5347\u6811\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u7279\u522b\u662f\u57fa\u4e8e\u8f7b\u91cf\u68af\u5ea6\u63d0\u5347\u673a\u7684\u6a21\u578b\u90e8\u7f72\u3002\u8be5\u6846\u67b6\u5728\u884c\u4e1a\u4e2d\u5df2\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002\u7531\u4e8e\u8be5\u6846\u67b6\u7528\u4e8e\u5bf9\u8868\u683c\u6570\u636e\u8fdb\u884c\u9884\u6d4b\uff0c\u5bf9\u672a\u77e5\u6570\u636e\u5177\u6709\u5f88\u5f3a\u7684\u751f\u6210\u5c5e\u6027\uff0c\u540c\u65f6\u6297\u566a\u58f0\u80fd\u529b\u5f37\uff0c\u56e0\u6b64\u975e\u5e38\u9002\u5408\u8be5\u5ba2\u6237\u3002<\/p><p>\u501f\u52a9 SmartFactory AI Productivity\u89e3\u51b3\u65b9\u6848\uff0c\u6839\u636e\u4e4b\u524d 24 \u4e2a\u6708\u7684\u5de5\u5382\u6570\u636e\uff0c\u6211\u4eec\u5bf9 ML \u6a21\u578b\u8fdb\u884c\u4e86\u8bad\u7ec3\u3002\u5bf9\u4e8e\u7279\u5f81\u8ba1\u7b97\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u591a\u4e2a\u53ef\u8868\u793a\u6279\u6b21\u6d41\u7a0b\u548c\u6676\u5706\u5382\u751f\u4ea7\u884c\u4e3a\u7684\u7279\u5f81\uff0c\u4f8b\u5982\u5de5\u4f5c\u7ad9\u7edf\u8ba1\u6570\u636e\u548c WIP\uff08\u5728\u5236\u54c1\uff09\u7279\u5f81\uff0c\u6211\u4eec\u6bcf\u5929\u90fd\u4f1a\u6839\u636e\u6279\u6b21\u4f18\u5148\u7ea7\uff0c\u5e76\u9488\u5bf9\u6bcf\u4e2a\u8def\u7ebf\u6216\u90e8\u4ef6\u7684\u7ad9\u70b9\u5bf9\u8fd9\u4e9b\u7279\u5f81\u8fdb\u884c\u8ba1\u7b97\u3002\u6211\u4eec\u4f7f\u7528 Clickhouse \u6570\u636e\u5e93\u6765\u5b58\u50a8\u7279\u5f81\u6570\u636e\u3002<\/p><p>\u8be5 ML \u6a21\u578b\u5efa\u7acb\u5728\u5f53\u524d\u5de5\u4f5c\u7cfb\u7edf\u4e4b\u4e0a\uff0c\u56e0\u6b64\u8be5 ML \u6a21\u5757\u548c\u5f53\u524d RTD 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\u4e2a\u6a21\u578b\uff0c\u4e00\u4e2a\u6a21\u578b\u5bf9\u5e94\u4e00\u4e2a\u7ad9\u70b9\uff0c\u4ee5\u9884\u6d4b\u5230\u6700\u540e\u4e00\u4e2a\u7ad9\u70b9\u7684\u751f\u4ea7\u5468\u671f\u3002\u6bcf\u4e2a\u6a21\u578b\u90fd\u5c06\u63a5\u53d7\u5404\u9879\u8bad\u7ec3\uff0c\u5305\u62ec\u5386\u53f2\u7279\u5f81\u6570\u636e\u3001\u4ece\u5f53\u524d\u7ad9\u70b9\u5230\u6700\u7ec8\u7ad9\u70b9\u7684 WIP \u6982\u51b5\u3001\u5229\u7528\u7387\u3001\u8bbe\u5907\u53ef\u7528\u6027\u548c\u6279\u6b21\u4f18\u5148\u7ea7\u3002\u8fd9\u4e9b\u6a21\u578b\u88ab\u4fdd\u5b58\u5728\u78c1\u76d8\u7684 pickle \u6587\u4ef6\u4e2d\uff0c\u5e76\u805a\u5408\u5230\u4e00\u4e2a\u4e3b pickle \u6587\u4ef6\u4e2d\u4f9b Formatter \u7a0b\u5e8f\u4f7f\u7528\u3002\u53ef\u5c06\u8fd9\u4e9b\u6a21\u578b\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\u3002\u56fe 1 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class=\"attachment-full size-full wp-image-11513\" alt=\"Figure 1: Shows details of deployment and results\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2023\/01\/figure-1-shows-details-of-deployment-and-results.jpg 1400w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2023\/01\/figure-1-shows-details-of-deployment-and-results-300x154.jpg 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2023\/01\/figure-1-shows-details-of-deployment-and-results-1024x526.jpg 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2023\/01\/figure-1-shows-details-of-deployment-and-results-768x394.jpg 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/>\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\u663e\u793a\u90e8\u7f72\u7684\u8be6\u7ec6\u4fe1\u606f\u548c\u7ed3\u679c<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-78607c31 highlights-offering-icon-wrapper elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"78607c31\" 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-66066b79\" data-id=\"66066b79\" 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-45b5fd30 elementor-widget elementor-widget-text-editor\" data-id=\"45b5fd30\" 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\u5f53\u524d RTD \u6216\u6392\u7a0b\u89e3\u51b3\u65b9\u6848\u7cfb\u7edf\u9700\u8981\u67d0\u79cd\u9884\u6d4b\uff0c\u5b83\u4f1a\u53c2\u8003 ML \u6a21\u5757\u5df2\u7ecf\u505a\u51fa\u7684\u9884\u6d4b\u3002ML \u6a21\u578b\u53ef\u57fa\u4e8e\u4e4b\u524d\u8bad\u7ec3\u6570\u636e\u4e2d\u672a\u6db5\u76d6\u7684\u6761\u4ef6\u81ea\u52a8\u91cd\u65b0\u8bad\u7ec3\uff0c\u5e76\u4f1a\u5bf9\u9884\u6d4b\u505a\u51fa\u4fee\u6539\uff0c\u4f7f\u7ed3\u679c\u66f4\u52a0\u51c6\u786e\u3002<\/p><p>\u6709\u4e86\u51c6\u786e\u7684\u5de5\u5382\u751f\u4ea7\u9884\u6d4b\u6a21\u578b\uff0c\u6676\u5706\u5382\u53ef\u4ee5\u66f4\u597d\u5730\u786e\u5b9a\u9020\u6210\u6279\u6b21\u5ef6\u8bef\u7684\u539f\u56e0\uff0c\u63d0\u9ad8\u8ba2\u5355\u4ea4\u4ed8\u901f\u5ea6\uff0c\u4f8b\u5982\u53ef\u901a\u8fc7\u66f4\u6539\u6d3e\u5de5\u89c4\u5219\u53c2\u6570\u6765\u52a0\u5feb\u5ef6\u8fdf\u6279\u6b21\u7684\u751f\u4ea7\u3002<\/p><p>\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u4f1a\u57fa\u4e8e\u6d4b\u8bd5\u6570\u636e\u96c6\u5bf9\u9762\u5411\u5ba2\u6237\u5f00\u53d1\u7684 ML 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