{"id":91059,"date":"2025-03-06T11:10:23","date_gmt":"2025-03-06T03:10:23","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=91059"},"modified":"2025-03-06T11:12:04","modified_gmt":"2025-03-06T03:12:04","slug":"yari-iletken-waferlar-icin-yapay-zeka-denetim-cozumu","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/tr\/basari-hikayeleri\/yari-iletken-waferlar-icin-yapay-zeka-denetim-cozumu\/","title":{"rendered":"Yar\u0131 \u0130letken Wafer&#8217;lar \u0130\u00e7in Yapay Zeka Denetim \u00c7\u00f6z\u00fcm\u00fc"},"content":{"rendered":"<div class=\"post-title-custom-background wp-block-group alignfull has-white-color has-text-color has-link-color eplus-wrapper wp-elements-1\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-3110c56b wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-cover alignfull eplus-wrapper\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--20);min-height:220px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"795\" height=\"1200\" class=\"wp-block-cover__image-background wp-image-56257\" alt=\"black and white labeled box\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/rozwxefl27k.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/rozwxefl27k.jpg 795w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/rozwxefl27k-199x300.jpg 199w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/rozwxefl27k-768x1159.jpg 768w\" sizes=\"(max-width: 795px) 100vw, 795px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-98a71402-b1a0\" class=\"gspb_heading gspb_heading-id-gsbp-98a71402-b1a0\">SolVision<span class=\"gspb_heading_subtitle\">Vaka \u00c7al\u0131\u015fmas\u0131<\/span><\/h2>\n\n\n\n<div class=\"case-category wp-block-columns has-white-color has-text-color eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><span style=\"\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/tr\/category\/case-studies\/semiconductors\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yar\u0131 \u0130letkenler<\/a><\/span><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<h1 class=\"has-text-align-center wp-block-post-title has-text-color has-black-color has-large-font-size\">Yar\u0131 \u0130letken Wafer&#8217;lar \u0130\u00e7in Yapay Zeka Denetim \u00c7\u00f6z\u00fcm\u00fc<\/h1><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"kimyasal-mekanik-parlatma-cmp-sureclerinin-kalite-kontrolu\"><strong><strong>Kimyasal Mekanik Parlatma (CMP) S\u00fcre\u00e7lerinin Kalite Kontrol\u00fc<\/strong><\/strong><\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"cmp-ve-wafer-yuzeyleri\"><strong>CMP ve wafer y\u00fczeyleri<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/Chemical-mechanical_polishing\" target=\"_blank\" rel=\"noopener\">Kimyasal Mekanik Planarizasyon (CMP)<\/a>, yar\u0131 iletken \u00fcretiminde vazge\u00e7ilmez bir s\u00fcre\u00e7tir ve amac\u0131, \u00f6nceki \u00fcretim ad\u0131mlar\u0131nda olu\u015fan k\u00fc\u00e7\u00fck hatalar\u0131 d\u00fczeltmektir. Her wafer katman\u0131n\u0131n, bir sonraki katman yap\u0131lmadan \u00f6nce CMP ile parlat\u0131lmas\u0131 ve y\u00fczeyinden fazla malzemelerin temizlenmesi gerekir. Ancak, slurrydan gelen a\u015f\u0131r\u0131 b\u00fcy\u00fck partik\u00fcller ve a\u015f\u0131nd\u0131rmalar, wafer \u00fczerinde k\u00fc\u00e7\u00fck \u00e7izikler olu\u015fturabilir, bu da CMP s\u00fcre\u00e7lerinden kaynaklanan en yayg\u0131n hatad\u0131r.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/J001-1-800x396.png\" alt=\"Quality control of chemical mechanical polishing (CMP) processes\" title=\"\"><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-titlebox gspb_titleBox gspb_titleBox-id-gsbp-d7f236a4-825c\" id=\"gspb_titleBox-id-gsbp-d7f236a4-825c\"><div class=\"gs-titlebox\"><div class=\"gs-title-inbox\"><div class=\"gs-titlebox-icon\"><\/div><div class=\"gs-title-inbox-label\"><\/div><\/div><div class=\"gs-titlebox-text\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"karmasik-arka-planlar-ve-ince-wafer-hatalari\"><strong>Karma\u015f\u0131k arka planlar ve ince wafer hatalar\u0131<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">CMP taraf\u0131ndan olu\u015fturulan hatalar genellikle ince \u00e7izikler, partik\u00fcl kal\u0131nt\u0131lar\u0131 ve parlatma pedinden gelen kal\u0131nt\u0131lard\u0131r. Parlatmadan sonra wafer, muayene g\u00f6r\u00fcnt\u00fclerinde karma\u015f\u0131k bir arka plan olu\u015fturan son derece s\u0131\u011f parlatma izleri b\u0131rak\u0131r. \u00c7e\u015fitli hatalar\u0131n t\u00fcrleri ve konumlar\u0131 sabit olmad\u0131\u011f\u0131 i\u00e7in bunlar kolayca tan\u0131mlanamaz. Beyaz lekeler, siyah lekeler, su izleri ve kabarc\u0131klar gibi di\u011fer yayg\u0131n y\u00fczey hatalar\u0131 \u00e7e\u015fitlidir ve ay\u0131rt edilebilir veya standartla\u015ft\u0131r\u0131lm\u0131\u015f \u00f6zelliklere sahip de\u011fildir. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Automated_optical_inspection\" target=\"_blank\" rel=\"noopener\">Geleneksel<\/a> sistemlerin mant\u0131k tabanl\u0131 kurallar\u0131 ve algoritmalar\u0131, t\u00fcm wafer&#8217;\u0131n etkili bir \u015fekilde denetlenmesi i\u00e7in yetersizdir.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-titlebox gspb_titleBox gspb_titleBox-id-gsbp-0deb1d81-48a5\" id=\"gspb_titleBox-id-gsbp-0deb1d81-48a5\"><div class=\"gs-titlebox\"><div class=\"gs-title-inbox\"><div class=\"gs-titlebox-icon\"><\/div><div class=\"gs-title-inbox-label\"><\/div><\/div><div class=\"gs-titlebox-text\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"yapay-zeka-destekli-hata-tespiti\"><strong>Yapay Zeka Destekli Hata Tespiti<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/tr\/products\/solvision\/\">SolVision<\/a>&#8216;\u0131n Segmentation arac\u0131n\u0131 kullanarak, ince \u00e7izikler gibi k\u00fc\u00e7\u00fck hatalar, \u00f6rnek g\u00f6r\u00fcnt\u00fclerde tespit edilip etiketlenerek Yapay Zeka modelini e\u011fitmek i\u00e7in kullan\u0131l\u0131r. SolVision, karma\u015f\u0131k veya yo\u011fun arka planlarda bile bu belirsiz \u00fcretim kusurlar\u0131n\u0131 ve \u00f6zelliklerini g\u00f6r\u00fcn\u00fcr hale getirir ve daha iyi denetimler i\u00e7in konumlar\u0131n\u0131 ve boyutlar\u0131n\u0131 h\u0131zl\u0131 bir \u015fekilde tan\u0131mlayabilir.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group eplus-wrapper\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color eplus-wrapper\" id=\"yapay-zeka-denetimi\"><strong><strong><strong><strong>Yapay Zeka Denetimi<\/strong><\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>\u00c7izilmi\u015f Y\u00fczey<\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/W001-600x603.jpg\" alt=\"Wafer grinding defect detection case\" title=\"\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/W002-600x603.jpg\" alt=\"Wafer grinding defect detection case\" title=\"\"><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>SolVision&#8217;\u0131n Yapay Zeka Denetim \u00c7\u00f6z\u00fcm\u00fcn\u00fc kullanarak, ince \u00e7izikler gibi k\u00fc\u00e7\u00fck hatalar, \u00f6rnek g\u00f6r\u00fcnt\u00fclerde tespit edilip etiketlenerek Yapay Zeka modelini e\u011fitmek i\u00e7in kullan\u0131labilir.<\/p>","protected":false},"author":875,"featured_media":103877,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-98a71402-b1a0{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-98a71402-b1a0 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-98a71402-b1a0 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-98a71402-b1a0{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gs-titlebox{background:#fff;line-height:24px;font-size:90%;box-shadow:0 10px 10px #00000007;margin-bottom:25px}.gs-titlebox-text>p{margin-bottom:20px!important;margin-top:0}.gs-titlebox-text>p:last-of-type{margin-bottom:0!important}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox .gs-title-inbox,#gspb_titleBox-id-gsbp-d7f236a4-825c .gs-titlebox .gs-title-inbox{color:var(--wp--preset--color--black, #000000)}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox .gs-title-inbox svg,#gspb_titleBox-id-gsbp-d7f236a4-825c .gs-titlebox .gs-title-inbox svg{fill:var(--wp--preset--color--black, #000000)}.gs-titlebox .gs-title-inbox{display:flex;align-content:center;padding:15px 20px;font-weight:700;font-size:115%}.gs-titlebox .gs-title-inbox-label{flex-grow:1}.gs-titlebox .gs-titlebox-text{padding:20px}","footnotes":""},"categories":[3770,3818,3780,3812,3802],"tags":[],"class_list":["post-91059","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-basari-hikayeleri","category-hata-tespiti","category-kalite-kontrol","category-solvision","category-semiconductors"],"acf":[],"lang":"tr","translations":{"tr":91059,"en":32262,"es":81727,"tw":32449,"zh":56879,"jp":78541,"pt":86937,"de":88948,"fr":89607,"vi":92054,"th":96762,"it":98156,"ko":95145},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/posts\/91059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/comments?post=91059"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/posts\/91059\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/media\/103877"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/media?parent=91059"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/categories?post=91059"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/tags?post=91059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}