{"id":91708,"date":"2025-03-11T17:44:34","date_gmt":"2025-03-11T09:44:34","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=91708"},"modified":"2025-03-17T08:44:52","modified_gmt":"2025-03-17T00:44:52","slug":"ai-inspection-for-surface-mount-devices-smd","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/cau-chuyen-thanh-cong\/ai-inspection-for-surface-mount-devices-smd\/","title":{"rendered":"Ki\u1ec3m tra AI cho t\u1ee5 \u0111i\u1ec7n g\u1ed1m nhi\u1ec1u l\u1edbp (MLCC)"},"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=\"1600\" height=\"900\" class=\"wp-block-cover__image-background wp-image-56376\" alt=\"black and silver round analog watch\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/fdjvf8xfir0.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/fdjvf8xfir0.jpg 1600w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/fdjvf8xfir0-300x169.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/fdjvf8xfir0-768x432.jpg 768w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-d51e703b-ff95\" class=\"gspb_heading gspb_heading-id-gsbp-d51e703b-ff95\">SolVision<span class=\"gspb_heading_subtitle\">Tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng<\/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\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/vi\/category\/case-studies\/electronics-vn\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0110i\u1ec7n t\u1eed<\/a><\/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\">Ki\u1ec3m tra AI cho t\u1ee5 \u0111i\u1ec7n g\u1ed1m nhi\u1ec1u l\u1edbp (MLCC)<\/h1><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"phat-hien-dien-cuc-bi-loi-tren-cac-linh-kien-dien-tu-thu-dong\"><strong><strong>Ph\u00e1t hi\u1ec7n \u0111i\u1ec7n c\u1ef1c b\u1ecb l\u1ed7i tr\u00ean c\u00e1c linh ki\u1ec7n \u0111i\u1ec7n t\u1eed th\u1ee5 \u0111\u1ed9ng<\/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=\"dien-cuc-ma-thiec-trong-cac-linh-kien-thu-dong\"><strong><strong><strong>\u0110i\u1ec7n c\u1ef1c m\u1ea1 thi\u1ebfc trong c\u00e1c linh ki\u1ec7n th\u1ee5 \u0111\u1ed9ng<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">C\u00e1c linh ki\u1ec7n \u0111i\u1ec7n t\u1eed th\u1ee5 \u0111\u1ed9ng nh\u01b0 \u0111i\u1ec7n tr\u1edf, t\u1ee5 \u0111i\u1ec7n v\u00e0 cu\u1ed9n c\u1ea3m th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1eafn v\u00e0o b\u1ea3ng m\u1ea1ch in (PCB) s\u1eed d\u1ee5ng C\u00f4ng ngh\u1ec7 G\u1eafn B\u1ec1 M\u1eb7t (SMT) \u0111\u1ec3 l\u01b0u tr\u1eef ho\u1eb7c \u0111i\u1ec1u ch\u1ec9nh n\u0103ng l\u01b0\u1ee3ng. Trong s\u1ed1 \u0111\u00f3, <a href=\"https:\/\/en.wikipedia.org\/wiki\/MLCC\" target=\"_blank\" rel=\"noopener\">t\u1ee5 \u0111i\u1ec7n g\u1ed1m nhi\u1ec1u l\u1edbp (MLCC)<\/a> chi\u1ebfm m\u1ed9t th\u1ecb ph\u1ea7n \u0111\u00e1ng k\u1ec3. Trong qu\u00e1 tr\u00ecnh h\u00e0n ch\u1ea3y, c\u00e1c \u0111i\u1ec7n c\u1ef1c c\u1ee7a t\u1ee5 \u0111i\u1ec7n \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi c\u00e1c pad h\u00e0n tr\u00ean b\u1ea3ng m\u1ea1ch in th\u00f4ng qua m\u1ed9t l\u1edbp m\u1ea1 thi\u1ebfc \u0111\u1ec3 d\u1eabn d\u00f2ng \u0111i\u1ec7n. V\u00ec v\u1eady, vi\u1ec7c ho\u00e0n thi\u1ec7n l\u1edbp thi\u1ebfc l\u00e0 ch\u1ec9 b\u00e1o \u0111\u1ed9 tin c\u1eady c\u1ee7a linh ki\u1ec7n.<\/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\/2021-06-29_164640.jpg\" alt=\"Detecting defective electrodes on passive electronic components\" 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=\"van-de-toi-uu-hoa-cua-cac-tu-dien-smd-nho\"><strong>V\u1ea5n \u0111\u1ec1 t\u1ed1i \u01b0u h\u00f3a c\u1ee7a c\u00e1c t\u1ee5 \u0111i\u1ec7n SMD nh\u1ecf<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">C\u00e1c t\u1ee5 \u0111i\u1ec7n SMD c\u00f3 di\u1ec7n t\u00edch b\u1ec1 m\u1eb7t nh\u1ecf v\u00e0 kh\u00f3 thao t\u00e1c. Vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c s\u1ef1 b\u1ea5t th\u01b0\u1eddng trong qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t y\u00eau c\u1ea7u c\u00f4ng c\u1ee5 hi\u1ec3n vi v\u00e0 v\u00ec MLCC r\u1ea5t d\u1ec5 v\u1ee1, ch\u00fang c\u0169ng c\u1ea7n \u0111\u01b0\u1ee3c x\u1eed l\u00fd c\u1ea9n th\u1eadn trong su\u1ed1t qu\u00e1 tr\u00ecnh. Nh\u1eefng y\u00eau c\u1ea7u n\u00e0y l\u00e0m t\u0103ng \u0111\u1ed9 kh\u00f3 c\u1ee7a c\u00e1c nhi\u1ec7m v\u1ee5 ki\u1ec3m tra.<\/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=\"kiem-tra-hinh-anh-ai-mot-lua-chon-cai-tien-cho-dien-tu-cao-cap\"><strong>Ki\u1ec3m tra h\u00ecnh \u1ea3nh AI: m\u1ed9t l\u1ef1a ch\u1ecdn c\u1ea3i ti\u1ebfn cho \u0111i\u1ec7n t\u1eed cao c\u1ea5p<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">C\u00f4ng c\u1ee5 ph\u00e2n \u0111o\u1ea1n c\u1ee7a <a href=\"https:\/\/solomon-3d.mesvr.tw\/vi\/products\/solvision-vn\/\">SolVision<\/a> \u0111\u1ea7u ti\u00ean h\u1ecdc c\u00e1c h\u00ecnh d\u1ea1ng v\u00e0 v\u1ecb tr\u00ed c\u1ee7a c\u00e1c b\u1ea5t th\u01b0\u1eddng tr\u00ean c\u00e1c \u0111i\u1ec7n c\u1ef1c nh\u00f4 ra \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh AI. Sau khi AI h\u1ecdc \u0111\u01b0\u1ee3c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a c\u00e1c l\u1ed7i kh\u00e1c nhau, n\u00f3 c\u00f3 th\u1ec3 nhanh ch\u00f3ng nh\u1eadn di\u1ec7n ch\u00fang tr\u00ean t\u1ee5 \u0111i\u1ec7n v\u00e0 c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t s\u1ea3n xu\u1ea5t t\u1ed5ng th\u1ec3.<\/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=\"kiem-tra-ai\"><strong><strong><strong><strong>Ki\u1ec3m tra AI<\/strong><\/strong><\/strong><\/strong><\/h2>\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\" style=\"flex-basis:900px\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>C\u00e1c v\u1ebft l\u1ed3i<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group eplus-wrapper is-nowrap is-layout-flex wp-container-core-group-is-layout-8f761849 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2021-07-09_17h49_49.png\" alt=\"AI Inspection for Surface Mount Devices (SMD)Protrusions\" style=\"width:undefinedpx;height:200px\" title=\"\"><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2021-07-09_17h49_38.png\" alt=\"AI Inspection for Surface Mount Devices (SMD)Protrusions\" style=\"width:undefinedpx;height:200px\" title=\"\"><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2021-07-09_17h50_09-400x291.png\" alt=\"AI Inspection for Surface Mount Devices (SMD)Protrusions\" style=\"width:undefinedpx;height:200px\" title=\"\"><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:300px\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Ph\u00e2n b\u1ed1 kh\u00f4ng \u0111\u1ec1u<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2021-07-09_17h50_19-400x297.png\" alt=\"AI Inspection for Surface Mount Devices (SMD)Uneven distribution\" style=\"width:undefinedpx;height:200px\" title=\"\"><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>SolVision ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec7n c\u1ef1c b\u1ecb l\u1ed7i tr\u00ean c\u00e1c linh ki\u1ec7n \u0111i\u1ec7n t\u1eed th\u1ee5 \u0111\u1ed9ng, gi\u00fap c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 n\u0103ng su\u1ea5t s\u1ea3n xu\u1ea5t t\u1ed5ng th\u1ec3.<\/p>","protected":false},"author":875,"featured_media":20737,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-d51e703b-ff95{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-d51e703b-ff95 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-d51e703b-ff95 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-d51e703b-ff95{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":[3895,3907,3936,3919],"tags":[],"class_list":["post-91708","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cau-chuyen-thanh-cong","category-electronics-vn","category-phat-hien-loi","category-solvision-vn"],"acf":[],"lang":"vi","translations":{"vi":91708,"en":32249,"es":81658,"tw":32427,"zh":59225,"jp":77545,"pt":86680,"de":88603,"fr":89400,"tr":90576,"th":96589,"it":97864,"ko":95098},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts\/91708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/comments?post=91708"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts\/91708\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/media\/20737"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/media?parent=91708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/categories?post=91708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/tags?post=91708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}