{"id":98147,"date":"2025-04-18T17:13:36","date_gmt":"2025-04-18T09:13:36","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=98147"},"modified":"2025-04-18T17:14:05","modified_gmt":"2025-04-18T09:14:05","slug":"rilevamento-dei-difetti-nei-cuscinetti-mediante-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/it\/casi-di-successo\/rilevamento-dei-difetti-nei-cuscinetti-mediante-ai\/","title":{"rendered":"Rilevamento dei difetti nei cuscinetti mediante AI"},"content":{"rendered":"
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SolVisionCaso di Studio<\/strong><\/span><\/h2>\n\n\n\n
Lavorazione dei Metalli<\/a> | Manifatturiero<\/a><\/div>\n<\/div><\/div>\n\n\n\n
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Rilevamento dei difetti nei cuscinetti mediante AI<\/h1><\/div><\/div>\n\n\n\n
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Cliente<\/h2>\n\n\n\n

Il cliente \u00e8 un produttore specializzato in componenti per cuscinetti, che richiede un\u2019ispezione efficiente su larga scala per garantire un\u2019elevata qualit\u00e0 del prodotto.<\/p>\n\n\n\n

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Caso<\/h2>\n\n\n\n
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Funzione e caratteristiche dei cuscinetti<\/h3>\n\n\n\n

Un cuscinetto, o assieme di cuscinetto, supporta alberi rotanti mantenendo l\u2019allineamento dell\u2019asse e riducendo l\u2019attrito durante il movimento. I cuscinetti sono componenti critici utilizzati in molteplici applicazioni, come motori automobilistici, attrezzature per la produzione industriale e elettrodomestici.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\"metal<\/div>\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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Rilevare difetti nei cuscinetti con metodi tradizionali<\/h3>\n\n\n\n

Il rilevamento dei difetti nei filetti dei cuscinetti presenta due principali difficolt\u00e0. La prima riguarda l\u2019ispezione dei filetti, che richiede l\u2019analisi dell\u2019interno del cuscinetto da pi\u00f9 angolazioni per identificare difetti come passo eccessivo, tagli profondi o scanalature danneggiate. La natura fine dei filetti rende questi difetti difficili da individuare a occhio nudo. La seconda difficolt\u00e0 \u00e8 l\u2019identificazione di corpi estranei all\u2019interno del cuscinetto: macchie nere irregolari causate da attrito, potenzialmente dovute a polvere o lanugine, possono anch\u2019esse sfuggire all\u2019ispezione visiva tradizionale.<\/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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Rilevamento avanzato dei difetti con SolVision<\/h3>\n\n\n\n

Lo strumento di ispezione visiva SolVision<\/a> identifica efficacemente vari difetti nei filetti dei cuscinetti addestrando un modello AI con solo poche immagini di esempio. Il sistema di visione AI classifica i difetti durante l\u2019ispezione e ne migliora continuamente l\u2019identificazione grazie al apprendimento profondo<\/a>. Di conseguenza, SolVision riduce i tempi di ispezione e migliora sensibilmente il processo di controllo qualit\u00e0 grazie alla velocit\u00e0 e precisione dell\u2019intelligenza artificiale.<\/p>\n\n\n\n

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Rilevamento dei difetti nei cuscinetti<\/h4>\n\n\n\n

Ispezione dei filetti<\/h5>\n\n\n\n
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\"Normal<\/figure>\n<\/div>\n\n\n

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

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Passo eccessivo<\/strong><\/p>\n<\/div>\n\n\n\n

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Taglio eccessivo<\/strong><\/p>\n<\/div>\n\n\n\n

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

Scanalature danneggiate<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

Rilevamento di corpi estranei<\/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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Risultati<\/h2>\n\n\n\n
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<\/path><\/svg>Riduzione del tempo di ispezione e miglioramento del controllo qualit\u00e0<\/span><\/div>
<\/path><\/svg>Rilevamento di difetti invisibili a occhio nudo<\/span><\/div>
<\/path><\/svg>Classificazione accurata di diverse tipologie di difetti<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"","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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