{"id":88128,"date":"2025-02-20T10:09:16","date_gmt":"2025-02-20T02:09:16","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88128"},"modified":"2025-03-03T13:40:42","modified_gmt":"2025-03-03T05:40:42","slug":"bin-picking-tire-rubber-compounds-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/anwenderberichte\/bin-picking-tire-rubber-compounds-using-ai\/","title":{"rendered":"Bin-Picking von Reifen-Gummimischungen mit KI"},"content":{"rendered":"
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<\/span>\"stack
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AccuPickFallstudie<\/span><\/h2>\n\n\n\n
Automobilindustrie<\/a> | Petrochemie, Kunststoffe und Gummi<\/a><\/div>\n<\/div><\/div>\n\n\n\n
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Bin-Picking von Reifen-Gummimischungen mit KI<\/h1><\/div><\/div>\n\n\n\n
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Kunde<\/h2>\n\n\n\n

Der Kunde ist ein f\u00fchrender globaler Reifenhersteller, der sich auf die Produktion hochwertiger Reifen f\u00fcr eine Vielzahl von Fahrzeugen und Anwendungen spezialisiert hat.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Herausforderung<\/h2>\n\n\n\n
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Bew\u00e4ltigung von Beleuchtungs- und Materialhandhabungsproblemen<\/h3>\n\n\n\n

Der Kunde hatte Schwierigkeiten mit der Handhabung von in Kunststoff verpackten Gummimischungen in seiner Reifenproduktionsanlage. Die rund um die Uhr betriebene Anlage ist wechselnden Lichtverh\u00e4ltnissen ausgesetzt, insbesondere w\u00e4hrend Sonnenaufgang und Sonnenuntergang. Dies f\u00fchrt zu Blend- und Reflexionsproblemen, die die Genauigkeit herk\u00f6mmlicher Bildverarbeitungssysteme beeintr\u00e4chtigen. Zudem erschweren die gro\u00dfen und unregelm\u00e4\u00dfig geformten Gummimischungen ein pr\u00e4zises und kollisionsfreies Bin-Picking.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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L\u00f6sung<\/h2>\n\n\n\n
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KI-gesteuertes pr\u00e4zises Bin-Picking mit AccuPick<\/h3>\n\n\n\n

AccuPick<\/a> bew\u00e4ltigte diese Herausforderungen durch den Einsatz fortschrittlicher neuronaler Netzwerke, um ein KI-Modell f\u00fcr verschiedene Reflexionsszenarien zu trainieren. Dadurch konnten die Roboterarme Gummimischungen auch bei schwankenden Lichtverh\u00e4ltnissen zuverl\u00e4ssig greifen. Um die unregelm\u00e4\u00dfigen Formen der Gummimischungen zu handhaben, implementierte AccuPick einen virtuellen Beh\u00e4lter, der jede Greifposition basierend auf dem Beh\u00e4lterwinkel neu berechnete, um Kollisionen zu vermeiden. Dar\u00fcber hinaus erm\u00f6glichte AccuPicks Kompatibilit\u00e4t mit \u00fcber 30 Roboterherstellern und f\u00fchrenden SPS-Systemen eine nahtlose Integration in das bestehende Reifenproduktionssystem des Kunden. Solomons Bin-Picking-Software fungierte dabei als erg\u00e4nzendes, aber essenzielles Tool, das Informationen an die Hauptsteuerung weiterleitete und den gesamten Prozess \u00fcberwachte.<\/p>\n\n\n\n

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Ergebnis<\/h2>\n\n\n\n
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<\/path><\/svg>Nahtlose Integration in bestehende Systeme<\/span><\/div>
<\/path><\/svg>Effektive Vermeidung von Kollisionen im Beh\u00e4lter<\/span><\/div>
<\/path><\/svg>Verbesserte Materialhandhabung und Identifikation durch KI<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick KI optimiert das Bin-Picking von Gummimischungen in der Reifenproduktion durch nahtlose Integration und effektive Kollisionsvermeidung f\u00fcr eine verbesserte Materialhandhabung.<\/p>","protected":false},"author":15,"featured_media":79883,"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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