{"id":83179,"date":"2024-12-20T14:48:02","date_gmt":"2024-12-20T06:48:02","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=83179"},"modified":"2024-12-20T15:06:47","modified_gmt":"2024-12-20T07:06:47","slug":"bearing-defect-detection-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/es\/casos-de-exito\/bearing-defect-detection-using-ai\/","title":{"rendered":"Detecci\u00f3n de defectos de rodamientos mediante IA"},"content":{"rendered":"
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SolVisionEstudio de casos<\/strong><\/strong><\/span><\/h2>\n\n\n\n
Procesamiento de metales<\/a> | Fabricaci\u00f3n<\/a><\/font><\/font><\/div>\n<\/div><\/div>\n\n\n\n
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Detecci\u00f3n de defectos de rodamientos mediante IA<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

El cliente es un fabricante especializado en componentes de rodamientos, que requiere una inspecci\u00f3n eficiente a gran escala para garantizar una alta calidad del producto.<\/p>\n\n\n\n

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Caso<\/h2>\n\n\n\n
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Funciones y caracter\u00edsticas de los rodamientos<\/h3>\n\n\n\n

Un rodamiento, o conjunto de rodamientos, soporta ejes giratorios manteniendo la alineaci\u00f3n de los ejes y reduciendo la fricci\u00f3n durante el movimiento. Los rodamientos son componentes cr\u00edticos que se utilizan en diversas aplicaciones, como motores de autom\u00f3viles, equipos de producci\u00f3n industrial y electrodom\u00e9sticos de consumo.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\"metal<\/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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Detecci\u00f3n de defectos en los rodamientos con m\u00e9todos tradicionales<\/h3>\n\n\n\n

La detecci\u00f3n de defectos en las roscas de los rodamientos presenta dos desaf\u00edos principales. En primer lugar, la inspecci\u00f3n de roscas implica evaluar el interior del rodamiento desde m\u00faltiples \u00e1ngulos para identificar defectos como paso excesivo, corte excesivo o ranuras rotas. La naturaleza fina de los hilos hace que estos defectos sean dif\u00edciles de detectar a simple vista. El segundo desaf\u00edo es identificar objetos extra\u00f1os dentro del rodamiento, donde los puntos negros desiguales causados por la fricci\u00f3n, potencialmente debido a la contaminaci\u00f3n por polvo o pelusa, tambi\u00e9n pueden ser dif\u00edciles de detectar visualmente utilizando m\u00e9todos de inspecci\u00f3n tradicionales.<\/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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Advanced Defect Detection with SolVision<\/h3>\n\n\n\n

La herramienta de inspecci\u00f3n visual de SolVision identifica eficazmente varios defectos en las roscas de los rodamientos mediante el entrenamiento de un modelo de IA con solo unas pocas im\u00e1genes de muestra. El sistema de visi\u00f3n de IA categoriza los defectos durante la inspecci\u00f3n y mejora continuamente sus capacidades de detecci\u00f3n a trav\u00e9s del aprendizaje profundo<\/a>. En consecuencia, SolVision<\/a> reduce el tiempo de inspecci\u00f3n y mejora significativamente el proceso de control de calidad con la velocidad y precisi\u00f3n de la IA.<\/p>\n\n\n\n

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Detecci\u00f3n de defectos en los rodamientos<\/h4>\n\n\n\n

Inspecci\u00f3n de roscas<\/h5>\n\n\n\n
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\"Normal<\/figure>\n<\/div>\n\n\n

Normal<\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

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

Tono excesivo<\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

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

Sobrecorte<\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

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

Ranuras rotas<\/strong><\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

Inspecci\u00f3n de Objetos Extra\u00f1os<\/h5>\n\n\n\n
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\"Defective<\/figure>\n<\/div><\/div>\n\n\n\n
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\"Defective<\/figure>\n<\/div><\/div>\n\n\n\n
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\"Defective<\/figure>\n<\/div><\/div>\n\n\n\n
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\"Defective<\/figure>\n<\/div><\/div>\n<\/div>\n<\/div>\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>Reducci\u00f3n del tiempo de inspecci\u00f3n y mejora del control de calidad<\/span><\/div>
<\/path><\/svg>Defectos detectados invisibles para el ojo humano<\/span><\/div>
<\/path><\/svg>Clasificaci\u00f3n precisa de varios tipos de defectos<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

Descubre c\u00f3mo la tecnolog\u00eda de IA de SolVision mejora la detecci\u00f3n de defectos en rodamientos con una inspecci\u00f3n precisa de hilos, aumentando el control de calidad y la eficiencia.<\/p>","protected":false},"author":14,"featured_media":79553,"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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