{"id":88615,"date":"2025-02-21T09:00:29","date_gmt":"2025-02-21T01:00:29","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88615"},"modified":"2025-02-21T09:01:24","modified_gmt":"2025-02-21T01:01:24","slug":"fehlererkennung-bei-laser-schweissen-mit-ki","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/anwenderberichte\/fehlererkennung-bei-laser-schweissen-mit-ki\/","title":{"rendered":"Fehlererkennung bei Laser-Schwei\u00dfen mit KI"},"content":{"rendered":"
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<\/span>\"a
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SolVisionFallstudie<\/span><\/h2>\n\n\n\n
Metallverarbeitung<\/a><\/div>\n<\/div><\/div>\n\n\n\n
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Fehlererkennung bei Laser-Schwei\u00dfen mit KI<\/h1><\/div><\/div>\n\n\n\n
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Fall<\/h2>\n\n\n\n
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Pr\u00e4zisionslaser-Schwei\u00dfen<\/h3>\n\n\n\n

Unter den verschiedenen Schwei\u00dfverfahren<\/a> zeichnet sich das Laser-Schwei\u00dfen durch die Verwendung eines fokussierten Lichtstrahls aus, um Materialien schnell zu schmelzen, zu verdampfen, abzuk\u00fchlen und zu verfestigen, wodurch starke Verbindungen entstehen. Es ist einfach einzurichten und erm\u00f6glicht schnelles, pr\u00e4zises Schwei\u00dfen, selbst f\u00fcr hitzebest\u00e4ndige Materialien. Diese Technik bietet im Vergleich zu herk\u00f6mmlichen Schwei\u00dfmethoden eine \u00fcberlegene Effizienz und Qualit\u00e4t.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\"Interface<\/div>\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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Sicherstellung einer konsistenten Schwei\u00dfinspektion<\/h3>\n\n\n\n

Das Laser-Schwei\u00dfen umfasst zwei Hauptmethoden: das W\u00e4rmeleitungs-Schwei\u00dfen und das Keyhole-Schwei\u00dfen (auch bekannt als Tiefenpenetrationsschwei\u00dfen), die jeweils einzigartige Schwei\u00dfmerkmale aufweisen. Die st\u00e4ndig wechselnden Schwei\u00dfpositionen und -muster stellen jedoch eine erhebliche Herausforderung f\u00fcr regelbasierte Inspektionssysteme dar, um Webmuster genau zu erkennen oder vers\u00e4umte Schwei\u00dfstellen und andere Produktionsfehler zu detektieren. Daher werden in der Regel manuelle Inspektionen von Schwei\u00dffehlern durchgef\u00fchrt, was zu Inkonsistenzen in der Schwei\u00dfqualit\u00e4t beitr\u00e4gt.<\/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-gest\u00fctzte Schwei\u00dfqualit\u00e4tskontrolle<\/h3>\n\n\n\n

SolVision<\/a> ist ein KI-gest\u00fctztes visuelles Inspektionssystem, das die Schwei\u00dfqualit\u00e4tskontrolle verbessert. Mithilfe eines Referenzbildes zum Trainieren eines KI-Modells erkennt SolVision schnell und pr\u00e4zise Schwei\u00dfinkonsistenzen und \u00fcbertrifft herk\u00f6mmliche Inspektionsmethoden in Bezug auf Genauigkeit und Effizienz. Dieses intelligente System identifiziert pr\u00e4zise Schwei\u00dffehler und erkennt vers\u00e4umte Schwei\u00dfn\u00e4hte mithilfe von Klassifizierungs- und Segmentierungs-KI-Tools. Durch fortschrittliche Deep-Learning-Techniken<\/a> kann SolVision auch Schwei\u00df-Webmuster analysieren und somit den Inspektionsprozess weiter optimieren.<\/p>\n\n\n\n

<\/div>\n\n\n\n
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Fehlererkennung<\/h4>\n\n\n\n
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\"Laser<\/figure>\n<\/div>\n\n\n

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

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

Erkannte Anomalien<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

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Ergebnis<\/h2>\n\n\n\n
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<\/path><\/svg>Verbesserte Pr\u00e4zision bei der Fehlererkennung<\/span><\/div>
<\/path><\/svg>Erm\u00f6glichte automatisierte Musteranalyse<\/span><\/div>
<\/path><\/svg>Verbesserte Inspektionseffizienz<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

SolVision \u00fcberwinde die Herausforderungen bei der Inspektion von Laser-Schwei\u00dfarbeiten mit KI und erm\u00f6glicht eine pr\u00e4zise Fehlererkennung zur Verbesserung der Schwei\u00dfqualit\u00e4tskontrolle.<\/p>","protected":false},"author":875,"featured_media":56322,"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, 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