{"id":89404,"date":"2025-02-25T17:17:02","date_gmt":"2025-02-25T09:17:02","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=89404"},"modified":"2025-02-25T17:17:44","modified_gmt":"2025-02-25T09:17:44","slug":"detection-des-defauts-de-soudage-laser-a-laide-de-lia","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/fr\/etudes-de-cas\/detection-des-defauts-de-soudage-laser-a-laide-de-lia\/","title":{"rendered":"D\u00e9tection des d\u00e9fauts de soudage laser \u00e0 l’aide de l’IA"},"content":{"rendered":"
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<\/span>\"a
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SolVision\u00c9tude de cas<\/span><\/h2>\n\n\n\n
Transformation des m\u00e9taux<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

D\u00e9tection des d\u00e9fauts de soudage laser \u00e0 l’aide de l’IA<\/h1><\/div><\/div>\n\n\n\n
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Cas<\/h2>\n\n\n\n
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Soudage laser de pr\u00e9cision<\/h3>\n\n\n\n

Parmi les diff\u00e9rents types de soudage<\/a>, le soudage laser se distingue par son utilisation d’un faisceau lumineux concentr\u00e9 pour faire fondre, vaporiser, refroidir et solidifier rapidement les mat\u00e9riaux, cr\u00e9ant ainsi des joints solides. Il est facile \u00e0 mettre en place et offre un soudage rapide et pr\u00e9cis, m\u00eame pour des mat\u00e9riaux r\u00e9sistants \u00e0 la chaleur. Cette technique offre une efficacit\u00e9 et une qualit\u00e9 sup\u00e9rieures par rapport aux m\u00e9thodes de soudage traditionnelles.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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<\/div>\n\n\n\n
\"Interface<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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D\u00e9fi<\/h2>\n\n\n\n
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Assurer une inspection de soudure coh\u00e9rente<\/h3>\n\n\n\n

Le soudage laser comprend deux m\u00e9thodes principales : le soudage par conduction thermique et le soudage par cl\u00e9 de trou (\u00e9galement connu sous le nom de soudage \u00e0 p\u00e9n\u00e9tration profonde), chacune ayant des caract\u00e9ristiques de soudure uniques. Cependant, les positions et les motifs de soudage en constante \u00e9volution posent un d\u00e9fi de taille pour les syst\u00e8mes d’inspection bas\u00e9s sur des r\u00e8gles, rendant difficile l’identification pr\u00e9cise des motifs de tissage ou la d\u00e9tection des points de soudure manqu\u00e9s et d’autres erreurs de production. En cons\u00e9quence, les inspections manuelles des d\u00e9fauts de soudure sont g\u00e9n\u00e9ralement utilis\u00e9es, ce qui contribue \u00e0 des incoh\u00e9rences dans la qualit\u00e9 de la soudure.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Solution<\/h2>\n\n\n\n
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Contr\u00f4le de qualit\u00e9 de soudure aliment\u00e9 par l’IA<\/h3>\n\n\n\n

SolVision<\/a> est un syst\u00e8me d’inspection visuelle bas\u00e9 sur l’IA qui am\u00e9liore le contr\u00f4le de la qualit\u00e9 de la soudure. En utilisant une image d’\u00e9chantillon dor\u00e9 pour entra\u00eener un mod\u00e8le d’IA, SolVision d\u00e9tecte rapidement et avec pr\u00e9cision les incoh\u00e9rences de soudure, surpassant les m\u00e9thodes d’inspection conventionnelles en termes de pr\u00e9cision et d’efficacit\u00e9. Ce syst\u00e8me intelligent identifie pr\u00e9cis\u00e9ment les d\u00e9fauts de soudure et localise les soudures manqu\u00e9es \u00e0 l’aide d’outils d’IA de classification et de segmentation. Gr\u00e2ce \u00e0 des techniques avanc\u00e9es d’apprentissage en profondeur<\/a>, SolVision peut \u00e9galement analyser les motifs de tissage de soudure, optimisant ainsi davantage le processus d’inspection.<\/p>\n\n\n\n

<\/div>\n\n\n\n
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D\u00e9tection des d\u00e9fauts<\/h4>\n\n\n\n
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\"Laser<\/figure>\n<\/div>\n\n\n

\u00c9chantillon d’or<\/strong><\/p>\n<\/div>\n\n\n\n

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\"Laser<\/figure>\n<\/div>\n\n\n

Anomalies d\u00e9tect\u00e9es<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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R\u00e9sultat<\/h2>\n\n\n\n
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<\/path><\/svg>Pr\u00e9cision am\u00e9lior\u00e9e de la d\u00e9tection des d\u00e9fauts<\/span><\/div>
<\/path><\/svg>Analyse automatis\u00e9e des motifs activ\u00e9e<\/span><\/div>
<\/path><\/svg>Efficacit\u00e9 d’inspection accrue<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

SolVision surmonte les d\u00e9fis de l’inspection de soudage laser gr\u00e2ce \u00e0 l’IA, permettant une d\u00e9tection pr\u00e9cise des d\u00e9fauts pour am\u00e9liorer le contr\u00f4le de qualit\u00e9 du soudage laser.<\/p>","protected":false},"author":875,"featured_media":56322,"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}.gspb_text-id-gsbp-fa6ec577-bc74 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