{"id":82785,"date":"2024-12-18T11:44:38","date_gmt":"2024-12-18T03:44:38","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=82785"},"modified":"2024-12-20T14:36:03","modified_gmt":"2024-12-20T06:36:03","slug":"metal-bolt-defect-detection-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/es\/casos-de-exito\/metal-bolt-defect-detection-using-ai\/","title":{"rendered":"Detecci\u00f3n de defectos de pernos met\u00e1licos mediante IA"},"content":{"rendered":"
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<\/span>\"pile
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SolVisionEstudio de casos<\/span><\/h2>\n\n\n\n
Fabricaci\u00f3n<\/a><\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

Detecci\u00f3n de defectos de pernos met\u00e1licos mediante IA<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

El cliente es un fabricante l\u00edder de tuercas y tornillos con sede en Asia.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Caso<\/h2>\n\n\n\n
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Control de calidad de pernos met\u00e1licos<\/h3>\n\n\n\n

El cliente buscaba una soluci\u00f3n precisa de detecci\u00f3n de defectos capaz de identificar defectos, como peque\u00f1as abolladuras, en los pernos fabricados, independientemente de la posici\u00f3n u orientaci\u00f3n de los pernos.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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<\/div>\n\n\n\n
\"pile<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Desafiar<\/h2>\n\n\n\n
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Reducci\u00f3n de la tasa de falsos negativos en la detecci\u00f3n de defectos<\/h3>\n\n\n\n

Para evitar la redundancia en la detecci\u00f3n de defectos, cada perno deb\u00eda analizarse individualmente desde tres \u00e1ngulos diferentes. Debido al gran volumen de producci\u00f3n, el cliente requer\u00eda que el proceso de inspecci\u00f3n se completara en 1 segundo por perno, manteniendo una tasa de precisi\u00f3n m\u00ednima del 90%. Esta tarea se complic\u00f3 a\u00fan m\u00e1s por la superficie reflectante de los pernos, ya que los reflejos de la luz pod\u00edan malinterpretarse como defectos.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Soluci\u00f3n<\/h2>\n\n\n\n
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Innovadora soluci\u00f3n de inspecci\u00f3n con IA<\/h3>\n\n\n\n

Solomon ide\u00f3 un sistema asistido por robot que gira cada perno 360 grados, capturando tres im\u00e1genes para identificar cualquier defecto. Para abordar los desaf\u00edos de las superficies reflectantes, un modelo de IA en SolVision<\/a><\/strong> y nuestros ingenieros proporcionaron al cliente recomendaciones para la iluminaci\u00f3n \u00f3ptima y las condiciones de fondo para minimizar los reflejos. Este enfoque integrado permiti\u00f3 un proceso de inspecci\u00f3n r\u00e1pido, completando la inspecci\u00f3n en solo 49 milisegundos por perno con una tasa de precisi\u00f3n impecable del 100%.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Resultado<\/h2>\n\n\n\n
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<\/path><\/svg>49 milisegundos por tiempo de ciclo de inspecci\u00f3n de pernos<\/span><\/div>
<\/path><\/svg>100% de precisi\u00f3n en la detecci\u00f3n de defectos<\/span><\/div>
<\/path><\/svg>Reducci\u00f3n de la tasa de falsos negativos a cero<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

SolVision garantiza una tasa impecable del 100% en la detecci\u00f3n de defectos en tan solo 49 milisegundos por tornillo, abordando los desaf\u00edos de superficies reflectantes y eliminando falsos negativos.<\/p>","protected":false},"author":14,"featured_media":67680,"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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