{"id":83180,"date":"2024-12-20T14:50:37","date_gmt":"2024-12-20T06:50:37","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=83180"},"modified":"2025-06-17T17:37:53","modified_gmt":"2025-06-17T09:37:53","slug":"bin-picking-tire-rubber-compounds-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/es\/casos-de-exito\/bin-picking-tire-rubber-compounds-using-ai\/","title":{"rendered":"Recogida de contenedores de compuestos de caucho de neum\u00e1ticos mediante IA"},"content":{"rendered":"
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<\/span>\"stack
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AccuPickEstudio de casos<\/span><\/h2>\n\n\n\n
Automoci\u00f3n<\/a> | Petroqu\u00edmicos, pl\u00e1sticos y caucho<\/a><\/font><\/font><\/div>\n<\/div><\/div>\n\n\n\n
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Recogida de contenedores de compuestos de caucho de neum\u00e1ticos mediante IA<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

El cliente es un fabricante de neum\u00e1ticos l\u00edder a nivel mundial que se especializa en la producci\u00f3n de neum\u00e1ticos de alta calidad para una amplia gama de veh\u00edculos y aplicaciones.<\/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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Superar las dificultades de iluminaci\u00f3n y manipulaci\u00f3n de materiales<\/h3>\n\n\n\n

El cliente enfrent\u00f3 dificultades para manejar compuestos de caucho envueltos en pl\u00e1stico en su planta de fabricaci\u00f3n de neum\u00e1ticos. Operando las 24 horas del d\u00eda, los 7 d\u00edas de la semana, la instalaci\u00f3n experimenta condiciones de iluminaci\u00f3n fluctuantes, especialmente durante el amanecer y el atardecer, lo que causa problemas de deslumbramiento y reflectividad que comprometen la precisi\u00f3n de la iluminaci\u00f3n. sistemas de visi\u00f3n ordinarios. Adem\u00e1s, los compuestos de caucho grandes y de forma irregular dificultan la recogida de contenedores precisa y sin colisiones.<\/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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Selecci\u00f3n de contenedores de precisi\u00f3n impulsada por IA con AccuPick<\/h3>\n\n\n\n

AccuPick<\/a> abord\u00f3 estos desaf\u00edos mediante el uso de redes neuronales avanzadas para entrenar un modelo de IA en varios escenarios reflexivos, lo que permiti\u00f3 que los brazos del robot recogieran caucho de manera efectiva compuestos a pesar de las condiciones de iluminaci\u00f3n fluctuantes. Para gestionar las formas irregulares de los compuestos de caucho, AccuPick implement\u00f3 un contenedor virtual que recalculaba cada posici\u00f3n de selecci\u00f3n en funci\u00f3n del \u00e1ngulo del contenedor, evitando colisiones. Adem\u00e1s, la compatibilidad de AccuPick con m\u00e1s de 30 marcas de robots y los principales PLC facilit\u00f3 la integraci\u00f3n perfecta en el sistema de producci\u00f3n de neum\u00e1ticos existente del cliente, con Solomon’s bin El software de picking funciona como una herramienta complementaria, pero esencial, para transmitir informaci\u00f3n al controlador principal y supervisar todo el proceso.<\/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>Integraci\u00f3n perfecta con los sistemas existentes<\/span><\/div>
<\/path><\/svg>Prevenci\u00f3n efectiva de colisiones con contenedores<\/span><\/div>
<\/path><\/svg>Mejora de la manipulaci\u00f3n e identificaci\u00f3n de materiales con IA<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick AI optimiza la selecci\u00f3n de compuestos de caucho en la producci\u00f3n de neum\u00e1ticos con integraci\u00f3n fluida y prevenci\u00f3n de colisiones en los contenedores para un manejo de materiales mejorado.<\/p>","protected":false},"author":14,"featured_media":79883,"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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