{"id":98076,"date":"2025-04-17T17:04:50","date_gmt":"2025-04-17T09:04:50","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=98076"},"modified":"2025-04-17T17:26:39","modified_gmt":"2025-04-17T09:26:39","slug":"bin-picking-auto-parts-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/it\/casi-di-successo\/bin-picking-auto-parts-using-ai\/","title":{"rendered":"Prelievo da Cassone di Componenti Auto con l\u2019Intelligenza Artificiale"},"content":{"rendered":"
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<\/span>\"Red
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AccuPickCaso di Studio<\/span><\/h2>\n\n\n\n
Automotive<\/a> | Manifatturiero<\/a><\/div>\n<\/div><\/div>\n\n\n\n
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Prelievo da Cassone di Componenti Auto con l\u2019Intelligenza Artificiale<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

Il cliente \u00e8 un produttore europeo di componenti automobilistici con oltre 40 anni di esperienza.Specializzata nella produzione su larga scala, l\u2019azienda cercava una soluzione per migliorare l\u2019efficienza e l\u2019accuratezza del processo di prelievo da cassone di piccoli componenti in plastica.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Sfida<\/h2>\n\n\n\n
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Prelievo di Componenti in Plastica Non Riflettente<\/h3>\n\n\n\n

Il cliente necessitava di una soluzione in grado di prelevare componenti in plastica non riflettente disposti in orientamenti casuali e posizionarli singolarmente in apposite bustine, con un tempo ciclo di 3\u20135 secondi per prelievo.Il basso contrasto visivo dei componenti rappresentava una sfida per i comuni sistemi di visione 3D, che faticavano a generare nuvole di punti di alta qualit\u00e0 per una presa e un posizionamento precisi.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Soluzione<\/h2>\n\n\n\n
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Soluzione Completa di Bin Picking con AccuPick + SolScan<\/h3>\n\n\n\n

Il sistema di bin picking di Solomon, AccuPick<\/a>, combinato con la tecnologia a luce strutturata avanzata dello scanner 3D SolScan<\/a>, ha offerto una soluzione completa alla sfida del prelievo di componenti auto da cassone.AccuPick ha acquisito dati precisi di nuvola di punti per identificare e prelevare ogni componente tramite un robot FANUC LR Mate 200iD<\/a>.Con migliaia di articoli nell\u2019inventario del cliente, lo strumento Auto Labeling di AccuPick \u00e8 stato utilizzato per replicare rapidamente ogni campione, riducendo drasticamente le ore normalmente dedicate all\u2019annotazione manuale nei programmi AI tradizionali.Questo approccio ottimizzato ha ridotto notevolmente il tempo necessario per l\u2019addestramento dei modelli AI e ha migliorato sensibilmente la precisione di prelievo e l\u2019efficienza operativa.<\/p>\n\n\n\n

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Risultato<\/h2>\n\n\n\n
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<\/path><\/svg>Tempo ciclo ridotto a 1,6 secondi per componente<\/span><\/div>
<\/path><\/svg>Prelievo efficace di componenti in plastica non riflettente<\/span><\/div>
<\/path><\/svg>Riduzione significativa del tempo di addestramento AI grazie allo strumento Auto Labeling<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

<\/p>","protected":false},"excerpt":{"rendered":"

AccuPick + SolScan ottimizzano il bin picking per un produttore europeo di componenti auto, riducendo il tempo ciclo a 1,6 secondi e aumentando l\u2019efficienza grazie all\u2019addestramento AI rapido.<\/p>","protected":false},"author":36,"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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