{"id":88130,"date":"2025-02-20T10:13:50","date_gmt":"2025-02-20T02:13:50","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88130"},"modified":"2025-03-03T11:28:38","modified_gmt":"2025-03-03T03:28:38","slug":"automated-mixed-depalletizing-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/anwenderberichte\/automated-mixed-depalletizing-using-ai\/","title":{"rendered":"Automatisiertes gemischtes Depalettieren 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=\"896\" height=\"672\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/05\/home-appliances-mixed-depalletizing-warehouse-2.webp\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"Mixed pallets of home appliances inside a warehouse\" data-object-fit=\"cover\" data-object-position=\"3% 100%\" style=\"object-position:3% 100%;\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/05\/home-appliances-mixed-depalletizing-warehouse-2.webp 896w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/05\/home-appliances-mixed-depalletizing-warehouse-2-300x225.webp 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/05\/home-appliances-mixed-depalletizing-warehouse-2-768x576.webp 768w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/05\/home-appliances-mixed-depalletizing-warehouse-2-16x12.webp 16w\" sizes=\"(max-width: 896px) 100vw, 896px\" title=\"\"><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-d51e703b-ff95\" class=\"gspb_heading gspb_heading-id-gsbp-d51e703b-ff95\">AccuPick<span class=\"gspb_heading_subtitle\">Fallstudie<\/span><\/h2>\n\n\n\n<div id=\"gspb_text-id-gsbp-fa6ec577-bc74\" class=\"gspb_text gspb_text-id-gsbp-fa6ec577-bc74\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/industries\/manufacturing\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fertigung<\/a><\/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\">Automatisiertes gemischtes Depalettieren mit KI<\/h1><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-bd76f827-b8b9\" id=\"gspb_row-id-gsbp-bd76f827-b8b9\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-6ef96d35-4ca5\" id=\"gspb_col-id-gsbp-6ef96d35-4ca5\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-7cbdcb19-c757\" id=\"gspb_container-id-gsbp-7cbdcb19-c757\">\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 ein f\u00fchrender multinationaler Hersteller in der Haushaltsger\u00e4te- und Unterhaltungselektronikbranche und bietet eine breite Produktpalette an, darunter K\u00fchlschr\u00e4nke, Klimaanlagen, Waschmaschinen, Mobiltelefone, Computer und Fernseher.<\/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-80c4ab92-310f\" id=\"gspb_row-id-gsbp-80c4ab92-310f\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--6 gspb_col-id-gsbp-0003f701-9b2d\" id=\"gspb_col-id-gsbp-0003f701-9b2d\">\n<h2 id=\"gspb_heading-id-gsbp-2e30a2cf-b972\" class=\"gspb_heading gspb_heading-id-gsbp-2e30a2cf-b972\">Fall<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8dba7f06-2689\" id=\"gspb_container-id-gsbp-8dba7f06-2689\">\n<h3 id=\"gspb_heading-id-gsbp-4b66311b-db5a\" class=\"gspb_heading gspb_heading-id-gsbp-4b66311b-db5a\">Gemischtes Depalettieren von Haushaltsger\u00e4ten<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Der Kunde musste Kartons entnehmen, die in einer halbstrukturierten Weise angeordnet waren, oft mit unterschiedlichen Rotationen und Abst\u00e4nden. Dies stellte eine Herausforderung bei der Automatisierung des Depalettierungsprozesses f\u00fcr gemischte Palettenladungen dar.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--6 gspb_col-id-gsbp-7e0fe0fc-8602\" id=\"gspb_col-id-gsbp-7e0fe0fc-8602\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-6862c963-ba9c\" id=\"gspb_container-id-gsbp-6862c963-ba9c\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-image gspb_image gspb_image-id-gsbp-91106dc8-9f52\" id=\"gspb_image-id-gsbp-91106dc8-9f52\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/05\/home-appliances-mixed-depalletizing-warehouse-2.webp\" data-src=\"\" alt=\"Mixed pallets of home appliances inside a warehouse\" loading=\"lazy\" width=\"600px\" height=\"960\" title=\"\"><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-d283d2a\" id=\"gspb_row-id-gsbp-d283d2a\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-8574e92\" id=\"gspb_col-id-gsbp-8574e92\">\n<h2 id=\"gspb_heading-id-gsbp-280404a\" class=\"gspb_heading gspb_heading-id-gsbp-280404a\">Herausforderung<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-eb560c4\" id=\"gspb_container-id-gsbp-eb560c4\">\n<h3 id=\"gspb_heading-id-gsbp-db70261\" class=\"gspb_heading gspb_heading-id-gsbp-db70261\">Depalettieren gemischter SKUs<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Die Herausforderungen ergaben sich durch Kartons mit einer Gr\u00f6\u00dfe von \u00fcber 200 cm sowie durch verschiedene Texturen und Abmessungen, die die Erkennung mit herk\u00f6mmlichen Bildverarbeitungssystemen erschwerten.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\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\">Optimierung des gemischten Depalettierens mit KI-gest\u00fctzter Bildverarbeitung<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Solomons <a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/products\/accupick-3d-bin-picking\/\">AccuPick-Bin-Picking-L\u00f6sung <\/a>automatisiert den Depalettierungsprozess nahtlos und integriert eine Time-of-Flight-(ToF)-Kamera, die an einem Portalkran montiert ist, um sich flexibel im erforderlichen Sichtfeld und Arbeitsabstand zu bewegen. Um die unterschiedlichen Texturen und Formen in gemischten Ladungen zu bew\u00e4ltigen, kombinierten Ingenieure 2D- und 3D-Technologien zur Schulung des KI-Modells. Dadurch wurde eine pr\u00e4zise Identifikation der Kartonecken innerhalb der Palette erm\u00f6glicht und der Greifprozess optimiert, um den Kundenanforderungen gerecht zu werden.<\/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-d42f33aa-ff0f\" id=\"gspb_row-id-gsbp-d42f33aa-ff0f\"><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\">Pr\u00e4zise Greif- und Platzierungsanforderungen erf\u00fcllt<\/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\">Nahtlose Integration der ToF-Kamera<\/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\">Genaue Kartonerkennung<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>AccuPick optimiert das automatisierte gemischte Depalettieren f\u00fcr einen f\u00fchrenden Haushaltsger\u00e4tehersteller mit der Geschwindigkeit und Pr\u00e4zision unserer KI-gest\u00fctzten Bildverarbeitungstechnologie.<\/p>","protected":false},"author":15,"featured_media":76039,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-d51e703b-ff95{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-d51e703b-ff95 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-d51e703b-ff95 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-d51e703b-ff95{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, 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