{"id":87013,"date":"2025-02-13T17:53:23","date_gmt":"2025-02-13T09:53:23","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=87013"},"modified":"2025-02-26T09:26:54","modified_gmt":"2025-02-26T01:26:54","slug":"bin-picking-auto-parts-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/pt\/casos-de-sucesso\/bin-picking-auto-parts-using-ai\/","title":{"rendered":"Escolha de Pe\u00e7as Automotivas Usando IA"},"content":{"rendered":"
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<\/span>\"Red
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AccuPickCaso de Estudo<\/span><\/h2>\n\n\n\n
Com o formato de autom\u00f3vel<\/a> | Fabrica\u00e7\u00e3o<\/a><\/div>\n<\/div><\/div>\n\n\n\n
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Escolha de Pe\u00e7as Automotivas Usando IA<\/h1><\/div><\/div>\n\n\n\n
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Customer<\/h2>\n\n\n\n

The customer is a European auto parts manufacturer with over 40 years of experience. Specializing in high-volume production, the company sought a solution to improve the efficiency and accuracy of its bin picking processes for small, plastic components.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Desafio<\/h2>\n\n\n\n
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Sele\u00e7\u00e3o de Componentes Pl\u00e1sticos N\u00e3o-Refletivos<\/h3>\n\n\n\n

O cliente precisava de uma solu\u00e7\u00e3o capaz de recolher componentes pl\u00e1sticos n\u00e3o reflexivos em orienta\u00e7\u00f5es aleat\u00f3rias e coloc\u00e1-los individualmente em pequenos sacos separados, com um tempo de ciclo de 3 a 5 segundos por recolha. O baixo contraste dos componentes representava um desafio significativo para os sistemas de vis\u00e3o 3D convencionais, que tinham dificuldades em gerar nuvens de pontos de alta qualidade para uma apreens\u00e3o e coloca\u00e7\u00e3o precisas.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Solu\u00e7\u00e3o<\/h2>\n\n\n\n
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Solu\u00e7\u00e3o Completa de Bin Picking AccuPick + SolScan<\/h3>\n\n\n\n

O sistema de bin picking da Solomon, AccuPick, combinado com as capacidades avan\u00e7adas de luz estruturada do scanner 3D SolScan, forneceu uma solu\u00e7\u00e3o completa para o desafio do cliente na recolha de pe\u00e7as automotivas. O AccuPick capturou dados precisos de nuvens de pontos para identificar e recolher cada componente utilizando um rob\u00f4 FANUC LR Mate 200iD. Com milhares de itens no invent\u00e1rio do cliente, a ferramenta de Rotulagem Autom\u00e1tica do AccuPick foi utilizada para replicar eficientemente cada amostra, reduzindo significativamente as horas normalmente gastas em anota\u00e7\u00f5es manuais exigidas por programas de IA comuns. Esta abordagem simplificada reduziu consideravelmente o tempo necess\u00e1rio para treinar modelos de IA e melhorou notavelmente a precis\u00e3o de recolha e a efici\u00eancia operacional.<\/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>O tempo de ciclo foi reduzido para 1,6 segundos por componente<\/span><\/div>
<\/path><\/svg>Recolha eficaz de componentes pl\u00e1sticos n\u00e3o reflexivos<\/span><\/div>
<\/path><\/svg>Redu\u00e7\u00e3o significativa no tempo de treino de modelos de IA com a ferramenta de Rotulagem Autom\u00e1tica<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick + SolScan melhoram a recolha de pe\u00e7as para um fabricante europeu de pe\u00e7as autom\u00f3veis, reduzindo o tempo de ciclo para 1,6 segundos e aumentando a efici\u00eancia com treino 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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