{"id":89583,"date":"2025-02-26T11:20:08","date_gmt":"2025-02-26T03:20:08","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=89583"},"modified":"2025-02-26T11:20:28","modified_gmt":"2025-02-26T03:20:28","slug":"detection-des-defauts-de-fil-de-bobine-a-laide-de-lia","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/fr\/etudes-de-cas\/detection-des-defauts-de-fil-de-bobine-a-laide-de-lia\/","title":{"rendered":"D\u00e9tection des d\u00e9fauts de fil de bobine \u00e0 l’aide de l’IA"},"content":{"rendered":"
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<\/span>\"Fiberglass
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SolVision\u00c9tude de cas<\/strong><\/span><\/h2>\n\n\n\n
Textiles et chaussures<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

D\u00e9tection des d\u00e9fauts de fil de bobine \u00e0 l’aide de l’IA<\/h1><\/div><\/div>\n\n\n\n
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Client<\/h2>\n\n\n\n

Le client est un fabricant de textile de premier plan.<\/p>\n\n\n\n

<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Cas<\/h2>\n\n\n\n
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Qualit\u00e9 des Bobines dans la Production Textile<\/h3>\n\n\n\n

Dans l’industrie textile, les bobines sont essentielles pour enrouler et stocker le fil, garantissant une tension ad\u00e9quate pour un mouvement fluide vers les m\u00e9tiers \u00e0 tisser ou les machines. Cela r\u00e9duit les n\u0153uds et les enchev\u00eatrements, augmentant l’efficacit\u00e9 et minimisant les temps d’arr\u00eat. Les machines \u00e0 filer contr\u00f4lent g\u00e9n\u00e9ralement la tension et la vitesse pour un enroulement uniforme, mais des probl\u00e8mes tels que la rupture du fil, l’enroulement in\u00e9gal et les facteurs environnementaux peuvent provoquer des d\u00e9fauts tels que la contamination par la salet\u00e9, des couches in\u00e9gales et le glissement du fil, affectant la qualit\u00e9 et le rendement du produit.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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D\u00e9fi<\/h2>\n\n\n\n
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Limitations de l’Inspection AOI et Manuelle<\/h3>\n\n\n\n

Avec une capacit\u00e9 de production quotidienne de 16 000 \u00e0 20 000 fils, le client s’appuie fortement sur l’inspection manuelle pour identifier et \u00e9liminer les d\u00e9fauts. Cependant, l’inspection manuelle est inconstante en raison de crit\u00e8res subjectifs et est chronophage, entra\u00eenant de la fatigue et des difficult\u00e9s \u00e0 d\u00e9tecter des d\u00e9fauts complexes et subtils. Cela entra\u00eene un taux de d\u00e9tection \u00e9lev\u00e9. L’Inspection Optique Automatis\u00e9e (AOI)<\/a> est \u00e9galement confront\u00e9e \u00e0 des d\u00e9fis avec des d\u00e9fauts irr\u00e9guliers et a un taux de faux positifs \u00e9lev\u00e9, n\u00e9cessitant une r\u00e9inspection manuelle. Par cons\u00e9quent, le client recherche une solution pour am\u00e9liorer l’efficacit\u00e9 de l’inspection et rationaliser les op\u00e9rations de la ligne de production.<\/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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Solution Aliment\u00e9e par l’IA pour une D\u00e9tection Am\u00e9lior\u00e9e des D\u00e9fauts<\/h3>\n\n\n\n

SolVision<\/a> est un syst\u00e8me de vision AI d’automatisation industrielle avanc\u00e9 qui apprend rapidement, g\u00e9n\u00e9ralement en quelques minutes, \u00e0 identifier et localiser des d\u00e9fauts irr\u00e9guliers avec une grande pr\u00e9cision. Il g\u00e8re efficacement les arri\u00e8re-plans complexes et les r\u00e9flexions, surpassant l’exactitude des syst\u00e8mes d’Inspection Optique Automatis\u00e9e (AOI) traditionnels. Utilisant des mod\u00e8les d’IA sophistiqu\u00e9s entra\u00een\u00e9s avec un nombre minimal d’\u00e9chantillons d’images, SolVision offre une inspection visuelle automatique capable de d\u00e9tecter des composants manquants, garantissant ainsi un contr\u00f4le de qualit\u00e9 robuste et une gestion efficace des d\u00e9fauts sur des lignes de production \u00e0 haute capacit\u00e9.<\/p>\n\n\n\n

<\/div>\n\n\n\n
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D\u00e9tection des D\u00e9fauts de Fil<\/h4>\n\n\n\n
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\"Glass<\/div>\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>Temps d’arr\u00eat minimis\u00e9s<\/span><\/div>
<\/path><\/svg>Identification sup\u00e9rieure des d\u00e9fauts<\/span><\/div>
<\/path><\/svg>Efficacit\u00e9 d’inspection am\u00e9lior\u00e9e<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

SolVision, le syst\u00e8me de vision par IA de Solomon, am\u00e9liore la d\u00e9tection des d\u00e9fauts des bobines de fil avec une pr\u00e9cision d’inspection sup\u00e9rieure, am\u00e9liorant la qualit\u00e9 du fil et r\u00e9duisant les temps d’arr\u00eat.<\/p>","protected":false},"author":875,"featured_media":77786,"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, 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