{"id":87666,"date":"2025-02-19T10:59:03","date_gmt":"2025-02-19T02:59:03","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=87666"},"modified":"2025-02-19T11:03:09","modified_gmt":"2025-02-19T03:03:09","slug":"inspektion-von-ic-trays-mit-ki","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/anwenderberichte\/inspektion-von-ic-trays-mit-ki\/","title":{"rendered":"Inspektion von IC-Trays mit KI"},"content":{"rendered":"
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<\/span>\"a
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SolVisionFallstudie<\/strong><\/span><\/h2>\n\n\n\n
Halbleiter<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

Inspektion von IC-Trays mit KI<\/h1><\/div><\/div>\n\n\n\n
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Fall<\/h2>\n\n\n\n
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Sicherstellung der Qualit\u00e4t bei der Handhabung von IC-Trays<\/h3>\n\n\n\n

Nachdem die Chips den Inspektions- und Trennungsprozessen unterzogen wurden, werden sie in vorgesehene F\u00e4cher innerhalb der IC-Trays \u00fcbertragen. Diese Trays halten die Chips sicher, bis sie bereit f\u00fcr den endg\u00fcltigen Versand an die Kunden sind. Die kleine Gr\u00f6\u00dfe und das geringe Gewicht der Chips machen sie jedoch w\u00e4hrend der Handhabung in den Trays anf\u00e4llig f\u00fcr Duplikation, Fehlplatzierung, Kippen oder Umkehrung.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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<\/div>\n\n\n\n
\"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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Bew\u00e4ltigung unvorhersehbarer Platzierungsszenarien<\/h3>\n\n\n\n

Das Problem von fehlenden oder falsch platzierten Halbleiterchips stellt eine Vielzahl von Herausforderungen dar, die zu zahlreichen Variationen in ihrer Platzierung f\u00fchren\u2014unterschiedlich in Lage, Winkel und Orientierung. Traditionelle regelbasierte Systeme haben Schwierigkeiten, alle Arten von defekten Platzierungen effektiv zu identifizieren und zu kategorisieren, aufgrund der Komplexit\u00e4t und Variabilit\u00e4t, die damit verbunden sind.<\/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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Einsatz von KI zur Inspektion von IC-Trays<\/h3>\n\n\n\n

Das Segmentierungstool von SolVision<\/a> nutzt KI-Bildverarbeitung, um die verschiedenen Platzierungsszenarien von Chips auf IC-Trays zu analysieren. Durch schnelles Training identifiziert das KI-Modell genau Abweichungen in der Chipplatzierung und erm\u00f6glicht eine pr\u00e4zise Erkennung und Lokalisierung von abnormal platzierten Chips mit au\u00dfergew\u00f6hnlicher Effizienz.<\/p>\n\n\n\n

<\/div>\n\n\n\n
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KI-Inspektion<\/a><\/h4>\n\n\n\n
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\"Results<\/figure>\n\n\n\n

OK<\/mark> = Korrekte Platzierung<\/strong><\/strong><\/p>\n\n\n\n

NG Stack2<\/mark> = Falsche Platzierung (2 \u00fcberlappende ICs)<\/strong><\/strong><\/p>\n\n\n\n

NG Stack3\u00a0<\/mark>= Falsche Platzierung (3 \u00fcberlappende ICs)<\/strong><\/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 Qualit\u00e4tssicherung durch h\u00f6here Standards in der Chipplatzierung<\/span><\/div>
<\/path><\/svg>Erh\u00f6hte Erkennungsgenauigkeit f\u00fcr falsch platzierte Chips in IC-Trays<\/span><\/div>
<\/path><\/svg>Optimierte Inspektion verschiedener Chipplatzierungen<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

SolVision nutzt KI, um die Inspektion von IC-Trays zu verbessern, die pr\u00e4zise Erkennung zu gew\u00e4hrleisten und die Qualit\u00e4tsstandards in der Halbleiterindustrie zu erh\u00f6hen.<\/p>","protected":false},"author":875,"featured_media":61995,"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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