{"id":88137,"date":"2025-02-20T10:14:04","date_gmt":"2025-02-20T02:14:04","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88137"},"modified":"2025-02-26T15:05:22","modified_gmt":"2025-02-26T07:05:22","slug":"warehouse-depalletizing-of-randomly-positioned-boxes","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/referenzen\/warehouse-depalletizing-of-randomly-positioned-boxes\/","title":{"rendered":"Automatisierte Depalettierung mit KI"},"content":{"rendered":"<div class=\"post-title-custom-background wp-block-group alignfull has-white-color has-text-color has-link-color eplus-wrapper wp-elements-1\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-3110c56b wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-cover alignfull eplus-wrapper\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--20);min-height:220px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"1477\" height=\"1108\" class=\"wp-block-cover__image-background wp-image-19981\" alt=\"automated depalletizing in a warehouse\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/S__27205639_01.jpg\" style=\"object-position:50% 49%\" data-object-fit=\"cover\" data-object-position=\"50% 49%\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/S__27205639_01.jpg 1477w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/S__27205639_01-300x225.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/S__27205639_01-768x576.jpg 768w\" sizes=\"(max-width: 1477px) 100vw, 1477px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-98a71402-b1a0\" class=\"gspb_heading gspb_heading-id-gsbp-98a71402-b1a0\">AccuPick<span class=\"gspb_heading_subtitle\">Fallstudie<\/span><\/h2>\n\n\n\n<div id=\"gspb_text-id-gsbp-c3844e90-556c\" class=\"gspb_text gspb_text-id-gsbp-c3844e90-556c\"><span style=\"\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/industries\/food-and-beverage\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/solomon-3d.mesvr.tw\/de\/industries\/food-and-beverage\/\" rel=\"noreferrer noopener\">Lebensmittel und Getr\u00e4nke<\/a><\/span><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<h1 class=\"has-text-align-center wp-block-post-title has-text-color has-black-color has-large-font-size\">Automatisierte Depalettierung mit KI<\/h1><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-d29e1df6-2948\" id=\"gspb_row-id-gsbp-d29e1df6-2948\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-b904e65d-e47a\" id=\"gspb_col-id-gsbp-b904e65d-e47a\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-10c0b521-635e\" id=\"gspb_container-id-gsbp-10c0b521-635e\">\n<h2 id=\"gspb_heading-id-gsbp-1c247c32-5b62\" class=\"gspb_heading gspb_heading-id-gsbp-1c247c32-5b62\">Kunde<\/h2>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Der Kunde ist die <a href=\"https:\/\/en.thaitobacco.or.th\/\" data-type=\"link\" data-id=\"https:\/\/en.thaitobacco.or.th\/\" target=\"_blank\" rel=\"noopener\">Tobacco Authority of Thailand<\/a>, ein staatliches Unternehmen, das Tabak f\u00fcr den lokalen Verbrauch sowie den Export herstellt und vertreibt.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-1c111ca0-9553\" id=\"gspb_row-id-gsbp-1c111ca0-9553\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-aa3cf9aa-1058\" id=\"gspb_col-id-gsbp-aa3cf9aa-1058\">\n<h2 id=\"gspb_heading-id-gsbp-466236d0-ac25\" class=\"gspb_heading gspb_heading-id-gsbp-466236d0-ac25\">Herausforderung<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-df075655-2335\" id=\"gspb_container-id-gsbp-df075655-2335\">\n<h3 id=\"gspb_heading-id-gsbp-d1d4af1d-e2e9\" class=\"gspb_heading gspb_heading-id-gsbp-d1d4af1d-e2e9\">Entnahme zuf\u00e4llig positionierter Kartons<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">TAOT hatte die spezifische Anforderung, eine L\u00f6sung zu finden, die es ihren Comau-Robotern erm\u00f6glicht, Kartons in zuf\u00e4lliger Positionierung einzeln, paarweise oder in Dreiergruppen zu entnehmen und auf ein angrenzendes F\u00f6rderband zu transferieren. Die Verwaltung der gesamten Roboterflotte stellte jedoch eine Herausforderung dar, da instabile Lichtverh\u00e4ltnisse und die unregelm\u00e4\u00dfige Platzierung der Kartons w\u00e4hrend des Handhabungsprozesses zu Problemen f\u00fchrten.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-bba6972e-d6a1\" id=\"gspb_row-id-gsbp-bba6972e-d6a1\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-d480d4c9-3bd4\" id=\"gspb_col-id-gsbp-d480d4c9-3bd4\">\n<h2 id=\"gspb_heading-id-gsbp-a6c48e89-bced\" class=\"gspb_heading gspb_heading-id-gsbp-a6c48e89-bced\">L\u00f6sung<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-176430cc-7a4f\" id=\"gspb_container-id-gsbp-176430cc-7a4f\">\n<h3 id=\"gspb_heading-id-gsbp-36dba046-5566\" class=\"gspb_heading gspb_heading-id-gsbp-36dba046-5566\">Automatisierte Depalettierung mit AccuPick<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/products\/accupick-3d-bin-picking\/\" data-type=\"link\" data-id=\"https:\/\/solomon-3d.mesvr.tw\/de\/products\/accupick-3d-bin-picking\/\">AccuPick<\/a> kombiniert KI-gest\u00fctztes Deep Learning mit maschinellem Sehen f\u00fcr die automatisierte Depalettierung, indem mehrere Kartons gleichzeitig gegriffen und platziert werden. Im Lager von TAOT erm\u00f6glichte AccuPick den Comau-Robotern, mehrere Sauggreifer zu verwenden, basierend auf der von der Kamera erkannten Oberfl\u00e4che. Selbst bei begrenztem Platz f\u00fcr die Ablage identifizierte AccuPick die Kartons, entnahm sie von der Palette und platzierte sie am gew\u00fcnschten Ort.<\/p>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Zur pr\u00e4zisen Erkennung und Erfassung der Kartons wurde der \u201eEye-in-Hand\u201c-Modus von AccuPick eingesetzt, bei dem ein kompakter RealSense-Kamerasensor am Roboterarm befestigt wurde. AccuPick stellte eine nahtlose Kommunikation mit der Omron-PLC her, steuerte die Roboter effizient und reduzierte die Zykluszeit erheblich auf nur 5 Sekunden pro Karton.<\/p>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Durch die Integration von Solomons Technologien konnten die Roboter eine au\u00dfergew\u00f6hnliche Genauigkeit beim Greifen und Depalettieren erzielen \u2013 unabh\u00e4ngig von schwierigen Lichtverh\u00e4ltnissen. Dar\u00fcber hinaus erm\u00f6glichten unsere fortschrittlichen Vision-Funktionen den Robotern, sich an Ver\u00e4nderungen der Objektposition anzupassen, w\u00e4hrend sich die Kartons auf dem F\u00f6rderband bewegten.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-93e87a73-a868\" id=\"gspb_row-id-gsbp-93e87a73-a868\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-feef3728-2b03\" id=\"gspb_col-id-gsbp-feef3728-2b03\">\n<h2 id=\"gspb_heading-id-gsbp-db4f8a6d-2f77\" class=\"gspb_heading gspb_heading-id-gsbp-db4f8a6d-2f77\">Ergebnis<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8c4eb2e6-78ce\" id=\"gspb_container-id-gsbp-8c4eb2e6-78ce\">\n<div class=\"wp-block-greenshift-blocks-iconlist gspb_iconsList gspb_iconsList-id-gsbp-b8944452-67c0\" id=\"gspb_iconsList-id-gsbp-b8944452-67c0\"><div class=\"gspb_iconsList__item\" data-id=\"0\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Zykluszeit auf 5 Sekunden pro Karton reduziert<\/span><\/div><div class=\"gspb_iconsList__item\" data-id=\"1\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Erfolgreiche Integration einer zuvor nicht unterst\u00fctzten Roboter-Marke mit einer PLC f\u00fcr eine effiziente Steuerung<\/span><\/div><div class=\"gspb_iconsList__item\" data-id=\"2\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Hohe Genauigkeit und Effizienz beim Greifen trotz \u00c4nderungen der Kartonposition und -ausrichtung w\u00e4hrend der Depalettierung erreicht<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>AccuPick kombiniert KI-gest\u00fctztes Deep Learning mit maschinellem Sehen f\u00fcr die automatisierte Depalettierung, indem mehrere Kartons gleichzeitig gegriffen und f\u00fcr eine optimale Verteilung platziert werden.<\/p>","protected":false},"author":15,"featured_media":19981,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-98a71402-b1a0{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-98a71402-b1a0 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