{"id":83181,"date":"2024-12-20T14:50:15","date_gmt":"2024-12-20T06:50:15","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=83181"},"modified":"2025-06-17T17:37:56","modified_gmt":"2025-06-17T09:37:56","slug":"bin-picking-auto-parts-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/es\/casos-de-exito\/bin-picking-auto-parts-using-ai\/","title":{"rendered":"Recogida de contenedores de autopartes con IA"},"content":{"rendered":"
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<\/span>\"Red
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AccuPickEstudio de casos<\/span><\/h2>\n\n\n\n
Automoci\u00f3n<\/a> | Fabricaci\u00f3n<\/a><\/font><\/font><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

Recogida de contenedores de autopartes con IA<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

El cliente es un fabricante europeo de autopartes con m\u00e1s de 40 a\u00f1os de experiencia. Especializada en la producci\u00f3n de grandes vol\u00famenes, la empresa busc\u00f3 una soluci\u00f3n para mejorar la eficiencia y la precisi\u00f3n de sus procesos de recogida de contenedores para peque\u00f1os componentes de pl\u00e1stico.<\/p>\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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Recogida de contenedores Componentes de pl\u00e1stico no reflectantes<\/h3>\n\n\n\n

El cliente necesitaba una soluci\u00f3n capaz de seleccionar componentes de pl\u00e1stico no reflectantes en orientaciones aleatorias y colocarlos individualmente en bolsas peque\u00f1as separadas, con un tiempo de ciclo de 3 a 5 segundos por selecci\u00f3n. El bajo contraste de los componentes supuso un reto importante para los sistemas de visi\u00f3n 3D ordinarios, que luchaban por generar nubes de puntos de alta calidad para un agarre y una colocaci\u00f3n precisos.<\/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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Soluci\u00f3n completa de selecci\u00f3n de contenedores AccuPick + SolScan<\/h3>\n\n\n\n

El sistema de recogida de contenedores de Solomon, AccuPick<\/a>, combinado con las capacidades avanzadas de luz estructurada del SolScan<\/a> El esc\u00e1ner 3D proporcion\u00f3 una soluci\u00f3n completa al desaf\u00edo de selecci\u00f3n de contenedores de autopartes del cliente. AccuPick captur\u00f3 datos precisos de nubes de puntos para identificar y seleccionar cada componente utilizando un robot FANUC LR Mate 200iD<\/a>. Con miles de art\u00edculos en el inventario del cliente, se emple\u00f3 la herramienta de etiquetado autom\u00e1tico de AccuPick para replicar de manera eficiente cada muestra, lo que redujo significativamente las horas que normalmente se dedicaban a la manualidad. anotaciones requeridas por los programas de IA ordinarios. Este enfoque simplificado redujo significativamente el tiempo necesario para entrenar modelos de IA y mejor\u00f3 notablemente la precisi\u00f3n de la selecci\u00f3n y la eficiencia operativa.<\/p>\n\n\n\n

<\/div>\n\n\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>Tiempo de ciclo reducido a 1,6 segundos por componente<\/span><\/div>
<\/path><\/svg>Recogida eficaz de componentes de pl\u00e1stico no reflectantes<\/span><\/div>
<\/path><\/svg>Reducci\u00f3n significativa en el tiempo de entrenamiento de modelos de IA con la herramienta de etiquetado autom\u00e1tico<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick + SolScan mejoran la recolecci\u00f3n de piezas en contenedores para un fabricante europeo de autopartes, reduciendo el tiempo de ciclo a 1,6 segundos y aumentando la eficiencia con un entrenamiento r\u00e1pido de IA.<\/p>","protected":false},"author":14,"featured_media":79889,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-49fe722{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-49fe722 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-49fe722 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-49fe722{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 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