{"id":89190,"date":"2025-02-25T09:11:37","date_gmt":"2025-02-25T01:11:37","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=89190"},"modified":"2025-02-25T09:12:18","modified_gmt":"2025-02-25T01:12:18","slug":"inspection-de-la-soudure-bga-a-laide-de-lia","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/fr\/etudes-de-cas\/inspection-de-la-soudure-bga-a-laide-de-lia\/","title":{"rendered":"Inspection de la soudure BGA \u00e0 l&#8217;aide de l&#8217;IA"},"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-60 has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"382\" height=\"312\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/bga-soldering-inspection-short-circuit-bridging.png\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"AI-powered BGA soldering inspection identifying electrical bridging and short circuit defects between solder joints, highlighted with red indicators for quality assurance.\" data-object-fit=\"cover\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/bga-soldering-inspection-short-circuit-bridging.png 382w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/bga-soldering-inspection-short-circuit-bridging-300x245.png 300w\" sizes=\"(max-width: 382px) 100vw, 382px\" title=\"\"><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-5f6009ef-2b72\" class=\"gspb_heading gspb_heading-id-gsbp-5f6009ef-2b72\">SolVision<span class=\"gspb_heading_subtitle\">\u00c9tude de cas<\/span><\/h2>\n\n\n\n<div id=\"gspb_text-id-gsbp-fa6ec577-bc74\" class=\"gspb_text gspb_text-id-gsbp-fa6ec577-bc74\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/fr\/industries\/electronics\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u00c9lectronique<\/a> | <a href=\"https:\/\/solomon-3d.mesvr.tw\/fr\/industries\/semiconductors\/\" target=\"_blank\" rel=\"noreferrer noopener\">Semi-conducteurs<\/a><\/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\">Inspection de la soudure BGA \u00e0 l&#8217;aide de l&#8217;IA<\/h1><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-1c111ca0-9553\" id=\"gspb_row-id-gsbp-1c111ca0-9553\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-aa3cf9aa-1058\" id=\"gspb_col-id-gsbp-aa3cf9aa-1058\">\n<h2 id=\"gspb_heading-id-gsbp-466236d0-ac25\" class=\"gspb_heading gspb_heading-id-gsbp-466236d0-ac25\">Cas<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-df075655-2335\" id=\"gspb_container-id-gsbp-df075655-2335\">\n<h3 id=\"gspb_heading-id-gsbp-d1d4af1d-e2e9\" class=\"gspb_heading gspb_heading-id-gsbp-d1d4af1d-e2e9\">Inspection pr\u00e9cise de la soudure BGA<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">La technologie de l&#8217;array \u00e0 billes (BGA) est une m\u00e9thode d&#8217;emballage privil\u00e9gi\u00e9e pour les puces semi-conductrices haute densit\u00e9 et avanc\u00e9es, con\u00e7ue pour r\u00e9duire les courts-circuits \u00e9lectriques et am\u00e9liorer la fiabilit\u00e9 globale. Cette approche utilise un r\u00e9seau de petites billes de soudure sur la face inf\u00e9rieure de l&#8217;emballage pour cr\u00e9er des connexions \u00e9lectriques haute densit\u00e9 entre le BGA et le circuit imprim\u00e9 (PCB). Les BGA en plastique, utilisant g\u00e9n\u00e9ralement des substrats stratifi\u00e9s, offrent une solution \u00e9conomique pour la fabrication en grande quantit\u00e9, en particulier dans l&#8217;\u00e9lectronique grand public et d&#8217;autres applications sensibles aux co\u00fbts. Cependant, lors du processus de soudure par refusion, les variations de temp\u00e9rature peuvent entra\u00eener des d\u00e9formations du PCB et du BGA, conduisant \u00e0 des d\u00e9fauts tels que le manque de mouillage, le chevauchement des billes de soudure, les joints de soudure froids et les vides, tous susceptibles de provoquer des courts-circuits ou des connexions affaiblies. Une inspection pr\u00e9cise est essentielle pour garantir la fiabilit\u00e9 et la fonctionnalit\u00e9 du produit final.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-fb7bc04\" id=\"gspb_row-id-gsbp-fb7bc04\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-00dad7c\" id=\"gspb_col-id-gsbp-00dad7c\">\n<h2 id=\"gspb_heading-id-gsbp-42772ec\" class=\"gspb_heading gspb_heading-id-gsbp-42772ec\">D\u00e9fi<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-96ac342\" id=\"gspb_container-id-gsbp-96ac342\">\n<h3 id=\"gspb_heading-id-gsbp-c78d1d0\" class=\"gspb_heading gspb_heading-id-gsbp-c78d1d0\">Atteindre la pr\u00e9cision dans la d\u00e9tection des d\u00e9fauts BGA<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Les m\u00e9thodes d&#8217;inspection optique traditionnelles sont souvent insuffisantes pour v\u00e9rifier la qualit\u00e9 de la soudure dans les BGA, en particulier pour le dense r\u00e9seau de billes de soudure sur la surface inf\u00e9rieure. L&#8217;imagerie par rayons X est cruciale pour p\u00e9n\u00e9trer l&#8217;emballage et d\u00e9tecter les d\u00e9fauts de soudure potentiels cach\u00e9s sous la surface. Cependant, les images par rayons X souffrent souvent d&#8217;un bruit de fond significatif et manquent de contraste clair, ce qui rend difficile pour les syst\u00e8mes bas\u00e9s sur des r\u00e8gles de d\u00e9tecter avec pr\u00e9cision les d\u00e9fauts et d&#8217;\u00e9valuer la qualit\u00e9 de la soudure.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-bba6972e-d6a1\" id=\"gspb_row-id-gsbp-bba6972e-d6a1\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-d480d4c9-3bd4\" id=\"gspb_col-id-gsbp-d480d4c9-3bd4\">\n<h2 id=\"gspb_heading-id-gsbp-a6c48e89-bced\" class=\"gspb_heading gspb_heading-id-gsbp-a6c48e89-bced\">Solution<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-176430cc-7a4f\" id=\"gspb_container-id-gsbp-176430cc-7a4f\">\n<h3 id=\"gspb_heading-id-gsbp-36dba046-5566\" class=\"gspb_heading gspb_heading-id-gsbp-36dba046-5566\">D\u00e9tection des d\u00e9fauts pilot\u00e9e par l&#8217;IA pour la soudure BGA<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/fr\/products\/solvision\/\">SolVision<\/a> utilise l&#8217;apprentissage profond pour entra\u00eener son mod\u00e8le d&#8217;IA \u00e0 l&#8217;aide d&#8217;images \u00e9chantillons \u00e9tiquet\u00e9es de d\u00e9fauts de soudure, tels que le manque de mouillage et le chevauchement des billes de soudure. En s&#8217;appuyant sur des algorithmes avanc\u00e9s d&#8217;IA, SolVision identifie non seulement ces d\u00e9fauts avec une grande pr\u00e9cision, mais acc\u00e9l\u00e8re \u00e9galement consid\u00e9rablement le processus d&#8217;inspection, garantissant un contr\u00f4le de qualit\u00e9 plus rapide et plus fiable. Le mod\u00e8le est entra\u00een\u00e9 pour reconna\u00eetre des d\u00e9fauts subtils m\u00eame dans des images de rayons X bruit\u00e9es et \u00e0 faible contraste, un d\u00e9fi que les syst\u00e8mes d&#8217;inspection traditionnels ont du mal \u00e0 surmonter. Cela se traduit par une d\u00e9tection pr\u00e9cise des d\u00e9fauts qui am\u00e9liore la fiabilit\u00e9 de l&#8217;inspection et minimise les faux positifs.<\/p>\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-greenshift-blocks-container gspb_container gspb_container-gsbp-02f2f641-7ddd\" id=\"gspb_container-id-gsbp-02f2f641-7ddd\">\n<h4 id=\"gspb_heading-id-gsbp-3a09d084-62e5\" class=\"gspb_heading gspb_heading-id-gsbp-3a09d084-62e5\">D\u00e9tection des d\u00e9fauts de soudure BGA<\/h4>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-16_15h02_53.png\" alt=\"BGA soldering defect detection - OK\" class=\"wp-image-21895\" style=\"object-fit:cover;width:250px;height:250px\" title=\"BGA Soldering Defect Detection - OK\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>OK<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-16_15h03_02.png\" alt=\"BGA soldering defect detection - NG\" class=\"wp-image-21896\" style=\"object-fit:cover;width:250px;height:250px\" title=\"BGA Soldering Defect Detection - NG\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>NG<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-16_15h04_10.png\" alt=\"BGA soldering defect detection - wrong size\" class=\"wp-image-21900\" style=\"object-fit:cover;width:250px;height:250px\" title=\"BGA Soldering Defect Detection - Wrong Size\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Mauvaise taille<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-16_15h04_49.png\" alt=\"BGA soldering defect detection - short circuit\" class=\"wp-image-21899\" style=\"object-fit:cover;width:250px;height:250px\" title=\"BGA Soldering Defect Detection - Short Circuit\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Court-circuit<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-d42f33aa-ff0f\" id=\"gspb_row-id-gsbp-d42f33aa-ff0f\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-feef3728-2b03\" id=\"gspb_col-id-gsbp-feef3728-2b03\">\n<h2 id=\"gspb_heading-id-gsbp-db4f8a6d-2f77\" class=\"gspb_heading gspb_heading-id-gsbp-db4f8a6d-2f77\">R\u00e9sultat<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8c4eb2e6-78ce\" id=\"gspb_container-id-gsbp-8c4eb2e6-78ce\">\n<div class=\"wp-block-greenshift-blocks-iconlist gspb_iconsList gspb_iconsList-id-gsbp-b8944452-67c0\" id=\"gspb_iconsList-id-gsbp-b8944452-67c0\"><div class=\"gspb_iconsList__item\" data-id=\"0\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Am\u00e9lioration de l&#8217;assurance qualit\u00e9 et fiabilit\u00e9 de l&#8217;emballage<\/span><\/div><div class=\"gspb_iconsList__item\" data-id=\"1\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Pr\u00e9cision accrue de la d\u00e9tection des d\u00e9fauts pour la soudure BGA<\/span><\/div><div class=\"gspb_iconsList__item\" data-id=\"2\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Inspections plus rapides, augmentant l&#8217;efficacit\u00e9 de la production<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-3cb13f4\" id=\"gspb_row-id-gsbp-3cb13f4\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-9c36711\" id=\"gspb_col-id-gsbp-9c36711\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>L&#8217;IA de SolVision d\u00e9tecte les d\u00e9fauts de soudure BGA avec pr\u00e9cision, am\u00e9liorant la d\u00e9tection des d\u00e9fauts, l&#8217;exactitude des inspections et l&#8217;assurance qualit\u00e9 pour les fabricants.<\/p>","protected":false},"author":875,"featured_media":103054,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-5f6009ef-2b72{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-5f6009ef-2b72 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-5f6009ef-2b72 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-5f6009ef-2b72{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gspb_text-id-gsbp-fa6ec577-bc74{font-size:20px;text-align:center!important;font-weight:500!important;margin-bottom:0!important}.gspb_text-id-gsbp-fa6ec577-bc74 .gsap-g-line{text-align:center!important}.gspb_text-id-gsbp-fa6ec577-bc74,.gspb_text-id-gsbp-fa6ec577-bc74 .wp-block a,.gspb_text-id-gsbp-fa6ec577-bc74 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