{"id":86895,"date":"2025-02-13T14:16:17","date_gmt":"2025-02-13T06:16:17","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=86895"},"modified":"2025-02-19T08:56:55","modified_gmt":"2025-02-19T00:56:55","slug":"deteccao-de-defeitos-em-rolamentos-usando-ia","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/pt\/casos-de-sucesso\/deteccao-de-defeitos-em-rolamentos-usando-ia\/","title":{"rendered":"Detec\u00e7\u00e3o de Defeitos em Rolamentos Usando IA"},"content":{"rendered":"
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SolVisionCaso de Estudo<\/strong><\/span><\/h2>\n\n\n\n
Processamento de Metais<\/a> | Manufatura<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

Detec\u00e7\u00e3o de Defeitos em Rolamentos Usando IA<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

O cliente \u00e9 um fabricante especializado em componentes de rolamentos, que necessita de uma inspe\u00e7\u00e3o eficiente em larga escala para garantir a alta qualidade do produto.<\/p>\n\n\n\n

<\/div>\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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Fun\u00e7\u00f5es e Caracter\u00edsticas dos Rolamentos<\/h3>\n\n\n\n

Um rolamento, ou conjunto de rolamentos, suporta eixos rotativos, mantendo o alinhamento do eixo e reduzindo o atrito durante o movimento. Rolamentos s\u00e3o componentes cr\u00edticos usados em diversas aplica\u00e7\u00f5es, como motores automotivos, equipamentos de produ\u00e7\u00e3o industrial e eletrodom\u00e9sticos.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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<\/div>\n\n\n\n
\"metal<\/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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Detectando Defeitos em Rolamentos com M\u00e9todos Tradicionais<\/h3>\n\n\n\n

Detectar defeitos nas roscas dos rolamentos apresenta dois desafios principais. Primeiro, a inspe\u00e7\u00e3o das roscas envolve avaliar o interior do rolamento a partir de m\u00faltiplos \u00e2ngulos para identificar defeitos como pitch excessivo, sobrecorte ou ranhuras quebradas. A natureza fina das roscas torna esses defeitos dif\u00edceis de detectar a olho nu. O segundo desafio \u00e9 identificar objetos estranhos dentro do rolamento, onde manchas negras irregulares causadas pelo atrito \u2014 potencialmente devido \u00e0 contamina\u00e7\u00e3o por poeira ou fiapos \u2014 tamb\u00e9m podem ser dif\u00edceis de detectar visualmente usando m\u00e9todos tradicionais de inspe\u00e7\u00e3o.<\/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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Detec\u00e7\u00e3o Avan\u00e7ada de Defeitos com SolVision<\/h3>\n\n\n\n

A ferramenta de inspe\u00e7\u00e3o visual do SolVision<\/a> identifica de forma eficaz diversos defeitos nas roscas de rolamentos, treinando um modelo de IA com apenas algumas imagens de amostra. O sistema de vis\u00e3o artificial categoriza os defeitos durante a inspe\u00e7\u00e3o e aprimora continuamente suas capacidades de detec\u00e7\u00e3o por meio de aprendizado profundo<\/a>. Como resultado, o SolVision reduz o tempo de inspe\u00e7\u00e3o e melhora significativamente o processo de controle de qualidade com a velocidade e precis\u00e3o da IA.<\/p>\n\n\n\n

<\/div>\n\n\n\n
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Detec\u00e7\u00e3o de Defeitos em Rolamentos<\/h4>\n\n\n\n

Inspe\u00e7\u00e3o de Roscas<\/h5>\n\n\n\n
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\"Normal<\/figure>\n<\/div>\n\n\n

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

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

Excesso de inclina\u00e7\u00e3o<\/strong><\/p>\n<\/div>\n\n\n\n

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

Excesso de corte<\/strong><\/p>\n<\/div>\n\n\n\n

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

Ranhuras quebradas<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

Inspe\u00e7\u00e3o de objetos estranhos<\/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>Redu\u00e7\u00e3o do tempo de inspe\u00e7\u00e3o e aprimoramento do controle de qualidade<\/span><\/div>
<\/path><\/svg>Defeitos detectados que s\u00e3o invis\u00edveis a olho nu<\/span><\/div>
<\/path><\/svg>Classifica\u00e7\u00e3o precisa de v\u00e1rios tipos de defeitos<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

Descubra como a tecnologia de IA da SolVision aprimora a detec\u00e7\u00e3o de defeitos em rolamentos com inspe\u00e7\u00e3o precisa de roscas, aumentando o controle de qualidade e a efici\u00eancia.<\/p>","protected":false},"author":875,"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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