{"id":87006,"date":"2025-02-13T17:53:14","date_gmt":"2025-02-13T09:53:14","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=87006"},"modified":"2025-02-26T09:14:02","modified_gmt":"2025-02-26T01:14:02","slug":"automated-gear-loading-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/pt\/casos-de-sucesso\/automated-gear-loading-using-ai\/","title":{"rendered":"Carregamento Automatizado de Engrenagens Usando IA"},"content":{"rendered":"
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<\/span>\"gearwheels
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AccuPickCaso de Estudo<\/span><\/h2>\n\n\n\n
Automotivo<\/font> <\/a>| Fabrica\u00e7\u00e3o<\/a><\/font><\/font><\/div>\n<\/div><\/div>\n\n\n\n
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Carregamento Automatizado de Engrenagens Usando IA<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

O cliente \u00e9 um grande fabricante de componentes automotivos com sede na \u00c1sia.<\/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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Carregamento automatizado na fabrica\u00e7\u00e3o de componentes automotivos<\/h3>\n\n\n\n

Os fabricantes de componentes automotivos tradicionalmente contam com o trabalho manual para tarefas de carregamento. Essa abordagem \u00e9 trabalhosa, principalmente devido \u00e0 grande quantidade e peso de pe\u00e7as met\u00e1licas, como engrenagens. Como resultado, fatores como condi\u00e7\u00f5es do local e capacidades do trabalhador podem levar a flutua\u00e7\u00f5es na efici\u00eancia de carregamento. Para enfrentar esses desafios, os fabricantes de componentes automotivos est\u00e3o adotando cada vez mais sistemas de carregamento automatizados para aumentar a efici\u00eancia da produ\u00e7\u00e3o e reduzir os riscos associados ao trabalho manual M\u00e9todos.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\"gearwheels<\/div>\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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Limita\u00e7\u00f5es dos sistemas de vis\u00e3o comuns<\/h3>\n\n\n\n

Atualmente, duas tecnologias principais dominam a automa\u00e7\u00e3o de f\u00e1brica: (1) o uso de c\u00e2meras industriais colocadas dentro da \u00e1rea de opera\u00e7\u00e3o e (2) o uso de c\u00e2meras industriais montadas em bra\u00e7os rob\u00f3ticos. Essas c\u00e2meras verificam com precis\u00e3o as posi\u00e7\u00f5es relativas dos objetos, facilitando a orienta\u00e7\u00e3o dos bra\u00e7os rob\u00f3ticos na execu\u00e7\u00e3o de tarefas de carga e descarga. No entanto, surgem desafios em ambientes onde a ilumina\u00e7\u00e3o lateral de objetos \u00e9 dificultada pela interfer\u00eancia da ilumina\u00e7\u00e3o ambiental. Al\u00e9m disso, quest\u00f5es como tamanho pequeno da engrenagem, materiais refletivos, contamina\u00e7\u00e3o por \u00f3leo e empilhamento desordenado de pe\u00e7as no silo apresentam desafios significativos para a m\u00e1quina comum sistemas de vis\u00e3o, resultando em inefici\u00eancias na preens\u00e3o do bra\u00e7o do rob\u00f4.<\/p>\n\n\n\n

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Solu\u00e7\u00e3o<\/h2>\n\n\n\n
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Carregamento automatizado de engrenagens com AccuPick<\/h3>\n\n\n\n

Usando c\u00e2meras industriais e IA avan\u00e7ada, o AccuPick<\/a><\/strong> Aprende e classifica as condi\u00e7\u00f5es e \u00e2ngulos de empilhamento de engrenagens a partir de um pequeno n\u00famero de amostras de imagem. O m\u00f3dulo de planejamento de movimento do AccuPick calcula rapidamente o caminho ideal do rob\u00f4, permitindo que o bra\u00e7o rob\u00f3tico escolha com precis\u00e3o as engrenagens de diferentes \u00e2ngulos, evitando colis\u00f5es com o compartimento.<\/p>\n\n\n\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>A separa\u00e7\u00e3o precisa e a preven\u00e7\u00e3o de colis\u00f5es garantiram maior efici\u00eancia<\/span><\/div>
<\/path><\/svg>A automa\u00e7\u00e3o permitiu a opera\u00e7\u00e3o cont\u00ednua para maior produtividade<\/span><\/div>
<\/path><\/svg>Os riscos \u00e0 sa\u00fade ocupacional foram reduzidos<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick melhora a fabrica\u00e7\u00e3o de componentes autom\u00f3veis com o carregamento automatizado de engrenagens. O sistema de vis\u00e3o baseado em IA garante uma recolha precisa e evita colis\u00f5es.<\/p>","protected":false},"author":14,"featured_media":71850,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-d51e703b-ff95{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-d51e703b-ff95 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-d51e703b-ff95 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-d51e703b-ff95{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 .gsap-g-line{text-align:center!important}.gspb_text-id-gsbp-fa6ec577-bc74,.gspb_text-id-gsbp-fa6ec577-bc74 .wp-block 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