{"id":92616,"date":"2023-01-14T15:35:19","date_gmt":"2023-01-14T07:35:19","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=92616"},"modified":"2025-03-13T17:45:06","modified_gmt":"2025-03-13T09:45:06","slug":"automated-fragile-goods-handling-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/cau-chuyen-thanh-cong\/automated-fragile-goods-handling-using-ai\/","title":{"rendered":"Automated Fragile Goods Handling Using AI"},"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=\"1280\" height=\"854\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2023\/01\/ring-2405145_1280.jpg\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"luxury blue diamond ring\" data-object-fit=\"cover\" data-object-position=\"50% 30%\" style=\"object-position:50% 30%;\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2023\/01\/ring-2405145_1280.jpg 1280w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2023\/01\/ring-2405145_1280-300x200.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2023\/01\/ring-2405145_1280-768x512.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" title=\"\"><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-49fe722\" class=\"gspb_heading gspb_heading-id-gsbp-49fe722\">AccuPick<span class=\"gspb_heading_subtitle\">Case Study<\/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\/industries\/logistics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Logistics<\/a> | <a href=\"https:\/\/solomon-3d.mesvr.tw\/category\/industries\/luxury-goods\/\" target=\"_blank\" rel=\"noreferrer noopener\">Luxury Goods<\/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\">Automated Fragile Goods Handling Using AI<\/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\">Customer<\/h2>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">The client is a leading luxury brand specializing in crystal glass, jewelry, rhinestones, watches, and accessories. They partnered with a third-party logistics (3PL) provider to automate fragile goods handling and improve order fulfillment efficiency. The 3PL provider aimed to eliminate manual handling of delicate items to reduce errors, prevent damage, and streamline operations at their logistics hub.<\/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\">Challenge<\/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\">Automating Fragile Goods Handling<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">The 3PL provider needed to enhance their order fulfillment by automating the handling of fragile goods. The challenge was to replace the manual process of transferring and verifying delicate items, such as high-end crystal accessories, with a robotic system. The solution required technology capable of accurately distinguishing between variously sized and densely packed packages, while also ensuring that delicate products were handled with the utmost precision to prevent damage during picking and placement.<\/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\">Solution<\/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\">Enhancing Fragile Goods Handling with AccuPick<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">To address the need for efficient fragile goods handling, the 3PL provider conducted a blind test of various vision systems using Azure Kinect cameras and Omron robots. Solomon\u2019s <a href=\"https:\/\/solomon-3d.mesvr.tw\/products\/accupick-3d-bin-picking\/\">AccuPick<\/a> emerged as the top solution due to its advanced AI-driven algorithms and 3D imaging capabilities. The system employed high-accuracy instance segmentation to identify and manage packages in densely packed bins, ensuring precise handling of fragile items. AccuPick\u2019s sophisticated motion planning facilitated the safe placement of packages through advanced path analysis and collision avoidance. The solution also offered seamless integration with various end-effectors, automatically selecting the most suitable gripping method for each package to ensure both packaging and contents were handled safely and efficiently.<\/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\">Outcome<\/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\">Increased throughput and faster cycle times<\/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\">Improved issue resolution with precise tracking<\/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\">Cost savings from reduced handling errors and damage<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Discover how AccuPick automates fragile goods handling, boosting order fulfillment efficiency for a leading luxury brand and their global 3PL partner.<\/p>","protected":false},"author":14,"featured_media":79811,"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 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