{"id":6901,"date":"2023-03-31T10:57:37","date_gmt":"2023-03-31T02:57:37","guid":{"rendered":"https:\/\/en.siasun.com\/?p=6901"},"modified":"2026-04-07T09:45:14","modified_gmt":"2026-04-07T01:45:14","slug":"the-application-of-collaborative-robots-based-on-welding-vision-based-teachless-technology-in-container-manufacturing","status":"publish","type":"post","link":"https:\/\/en.siasun.com\/the-application-of-collaborative-robots-based-on-welding-vision-based-teachless-technology-in-container-manufacturing.html","title":{"rendered":"\u00a0container welding"},"content":{"rendered":"\n<section class=\"wp-block-themepark-block-themepark-area block_layout thempark-block undefined bom100 top100\" id=\"\" style=\"padding-top:120px;height:350px;box-sizing: border-box;width: 100%;\" data-swiper-parallax=\"-700\"><div class=\"block_layout_in\" style=\"\">\n<div class=\"wp-block-column block_layout_in is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center fonts1 has-monte-white-color has-text-color has-large-font-size\" style=\"letter-spacing:5px\">Industries<\/h2>\n\n\n\n<p class=\"has-text-align-center has-monte-white-color has-text-color has-normal-font-size wp-block-paragraph\" style=\"text-transform:uppercase\"><\/p>\n<\/div>\n<\/div><div class=\"layout_badh\"><div class=\"shizhezhao\" style=\"opacity:0.4;background-color:#000000;\"><\/div><div class=\"PcOnly themepark-block_layout_ba lazyload swiper-lazy \" style=\"background-repeat:no-repeat;background-size:cover;background-position:center;\" data-background=\"https:\/\/en.siasun.com\/wp-content\/uploads\/2024\/05\/1-29.png\"><\/div><div class=\"MovePnly themepark-block_layout_ba lazyload swiper-move-lazy\" style=\"background-repeat:no-repeat;background-size:cover;background-position:center;\" data-background=\"https:\/\/en.siasun.com\/wp-content\/uploads\/2024\/05\/0.png\"><\/div><\/div><\/section>\n\n\n\n<div class=\"wp-block-themepark-block-btn themepark-i-btn-out maodian  fixded shadow PcOnly fonts2\" style=\"text-align:center;\"><div class=\"themepark-i-btn-out_ins\" style=\"background-color:#252525;\"><div class=\"themepark-i-btn-out_in\"><div class=\"themepark-i-btn  active \" style=\"color:#000;font-size:16px;padding:18px 22px;\"><a href=\"#homemd1\" rel=\"noopener noreferrer \">Introduction<\/a><a class=\"hovers \" data-title=\"Introduction\" style=\"color:#ffffff;background-color:#023894;padding:18px 22px;\" href=\"#homemd1\" rel=\"noopener noreferrer\" target=\"_self\"><\/a><\/div><div class=\"themepark-i-btn \" style=\"color:#000;font-size:16px;padding:18px 22px;\"><a href=\"#homemd2\" rel=\"noopener noreferrer\" target=\"_self\"> Customer PainPoints<\/a><a class=\"hovers \" data-title=\" Customer PainPoints\" style=\"color:#ffffff;background-color:#023894;padding:18px 22px;\" href=\"#homemd2\" rel=\"noopener noreferrer\" target=\"_self\"><\/a><\/div><div class=\"themepark-i-btn \" style=\"color:#000;font-size:16px;padding:18px 22px;\"><a href=\"#homemd3\" rel=\"noopener noreferrer\" target=\"_self\">Bene\ufb01ts<\/a><a class=\"hovers \" data-title=\"Bene\ufb01ts\" style=\"color:#ffffff;background-color:#023894;padding:18px 22px;\" href=\"#homemd3\" rel=\"noopener noreferrer\" target=\"_self\"><\/a><\/div><\/div><\/div><\/div>\n\n\n\n<section class=\"wp-block-themepark-block-themepark-area block_layout thempark-block undefined\" id=\"\" style=\"background-color:#ffffff;padding-top:40px;\" data-swiper-parallax=\"-700\"><div class=\"block_layout_in\" style=\"max-width:1200px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p PcOnly\" style=\"font-size:16px;line-height:32px;padding:10px 8px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-xian theme_fang_out  top10\" style=\"text-align:center;padding-top:33px;padding-bottom:24px;\"><div class=\"fangbox\" style=\"width:48px;height:6px;background-color:#597aab;\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center fonts1 has-text-color has-link-color has-large-font-size wp-elements-56209dac899dfca315eb6b34d3761da5\" style=\"color:#363636;font-style:normal;font-weight:800;text-transform:capitalize\"><strong>Introduction<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p\" style=\"font-size:12px;line-height:32px;padding:10px 10px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-left fonts1 sp\" style=\"font-size:24px\"><strong><strong><strong><strong><strong><strong>\u00a0container welding<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p\" style=\"font-size:16px;line-height:32px;padding:10px 0px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">The application of collaborative robots with welding vision-based teachless technology in container manufacturing utilizes the robots&#8217; lightweight, flexible, and safe characteristics. Combined with 2D laser sensors and a 3D vision system, the robots automatically identify weld seams for automated welding on the production line.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system includes the robot, control cabinet, vision system (3D camera, industrial computer, vision software), welding machine, wire feeder, and welding torch, integrated into the PLC control of the production line. The robot is mounted on a base or movable stand, enabling human-robot collaboration without protective fences, saving space. Using vision-based teachless technology, 3D cameras or 2D laser sensors capture point clouds to automatically correct positioning deviations, eliminating manual teaching and improving efficiency and accuracy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p\" style=\"font-size:12px;line-height:20px;padding:0px 10px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-swiper post_gallery_out2  undefined\" style=\"margin-bottom:20px;border-radius:15px;\" data-auto=\"\" data-moshi=\"\"><div class=\"swiper-container post_gallery_nomral\"><div class=\"swiper-wrapper\"><div class=\"swiper-slide\" style=\"border-radius:15px;\"><img decoding=\"async\" class=\"swiper-lazy swiper-move-lazy\" src=\"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/2.jpg\" data-src=\"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/2.jpg\" alt=\"Intelligent Inspection Workstation\"\/><\/div><div class=\"swiper-slide\" style=\"border-radius:15px;\"><img decoding=\"async\" class=\"swiper-lazy swiper-move-lazy\" src=\"https:\/\/en.siasun.com\/wp-content\/themes\/smartenterprise\/images\/loading8.png\" data-src=\"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/\u9996\u56fe.jpg\" alt=\"Intelligent Inspection Workstation\"\/><\/div><div class=\"swiper-slide\" style=\"border-radius:15px;\"><img decoding=\"async\" class=\"swiper-lazy swiper-move-lazy\" src=\"https:\/\/en.siasun.com\/wp-content\/themes\/smartenterprise\/images\/loading8.png\" data-src=\"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/1.jpg\" alt=\"Intelligent Inspection Workstation\"\/><\/div><\/div><a class=\"swiper-next\"><i class=\"fas fa-angle-right\"><\/i><\/a><a class=\"swiper-prev\"><i class=\"fas fa-angle-left\"><\/i><\/a><div class=\"pagination post_gallery_nomral_pagination\"><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div class=\"layout_badh\"><\/div><\/section>\n\n\n\n<section class=\"wp-block-themepark-block-themepark-area block_layout thempark-block undefined\" id=\"\" style=\"background-color:#ffffff;\" data-swiper-parallax=\"-700\"><div class=\"block_layout_in\" style=\"max-width:1200px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p\" style=\"font-size:16px;line-height:32px;padding:10px 8px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-xian theme_fang_out  top10\" style=\"text-align:left;padding-top:33px;padding-bottom:24px;\"><div class=\"fangbox\" style=\"width:48px;height:6px;background-color:#597aab;\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left fonts1 has-text-color has-link-color has-large-font-size wp-elements-477d07e3eeaf74b8a11f929f5ba0e294\" style=\"color:#363636;font-style:normal;font-weight:800;letter-spacing:0px;text-transform:capitalize\"><strong><strong>Project Highlights<\/strong><\/strong><\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p\" style=\"font-size:16px;line-height:32px;padding:10px 0px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>1. Labor Savings and Production Efficiency Improvement<\/strong>: By upgrading the assembly line and deploying around 60 collaborative robot welding vision stations, the workforce requirement for welders is reduced by approximately 60 people. Improved welding quality also reduces post-welding and grinding tasks, saving about 10 more workers in the process.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. <strong>Addressing Labor Shortages<\/strong>: This solution effectively alleviates the long-standing &#8220;welder shortage&#8221; and the aging workforce issues in shipbuilding, while liberating frontline workers from high dust and intense arc radiation environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3.&nbsp; <strong>Promoting Enterprise Transformation and Creating New Technical Roles<\/strong>: The human-robot collaboration model has fostered new technical roles such as &#8220;robot maintenance engineers,&#8221; driving the transition from traditional &#8220;manual&#8221; welders to &#8220;technical&#8221; operators.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. <strong>Verifying Feasibility of Large-Scale Collaborative Robot Deployment and Reliability of Domestic Equipment<\/strong>: The deployment of 60 visual welding robots in a cluster verifies the feasibility of large-scale collaborative robot applications in complex scenarios. It also demonstrates the reliability of domestic intelligent equipment in heavy-duty and non-standard tasks. The project recovers its investment and becomes profitable within a year, providing a quantifiable, replicable model for cost reduction and efficiency improvement in industries like container manufacturing.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div><div class=\"layout_badh\"><\/div><\/section>\n\n\n\n<section class=\"wp-block-themepark-block-themepark-area block_layout thempark-block undefined\" id=\"\" style=\"background-color:#ffffff;padding-bottom:37px;\" data-swiper-parallax=\"-700\"><div class=\"block_layout_in\" style=\"max-width:1200px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-wright content-super-p\" style=\"font-size:16px;line-height:32px;padding:10px 8px;\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-themepark-block-themepark-xian theme_fang_out  top10\" style=\"text-align:left;padding-top:33px;padding-bottom:24px;\"><div class=\"fangbox\" style=\"width:48px;height:6px;background-color:#597aab;\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left fonts1 has-text-color has-link-color has-large-font-size wp-elements-eb05fc47b8a35d67293b2db840ef2603\" style=\"color:#363636;font-style:normal;font-weight:800;letter-spacing:0px;text-transform:capitalize\"><strong>benefits<\/strong><\/h2>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">This project has enabled significant improvements in both production efficiency and quality through in-depth process adaptation and system optimization for container manufacturing. By deploying 60 collaborative robot welding vision systems, it successfully addressed the flexibility challenges of traditional industrial robots in compact assembly line layouts while solving the consistency issues of manual welding. The collaborative robots work closely with operators without the need for safety fencing, perfectly adapting to the space constraints of Ningbo CIMC&#8217;s production line.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Additionally, the project achieves rapid switching for multi-product batch production, with modular process packages that support one-click calling of welding programs, reducing changeover time from several hours to just minutes, realizing true flexible automation. SIASUN DUCO&#8217;s technological innovation not only boosts production efficiency but also promotes employee skill transformation, transitioning workers from &#8220;manual&#8221; to &#8220;technical&#8221; operators, solving labor shortages and enhancing employee value.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Through the &#8220;cluster collaboration&#8221; model and the &#8220;co-creation of processes&#8221; approach, this project provides a quantifiable, replicable cost-reduction and efficiency-improvement solution, helping the customer move toward a more efficient and intelligent production model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div><div class=\"layout_badh\"><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":6904,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"none","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"both","_seopress_redirections_param":"","_seopress_redirections_type":301,"_seopress_analysis_target_kw":"","themepark_post_bcolor":"#f5f5f5","themepark_post_width":"100% dong","themepark_post_img":"","themepark_post_img_po":"left","themepark_post_img_re":false,"themepark_post_img_cover":false,"themepark_post_img_fixed":false,"themepark_post_hide_title":true,"themepark_post_main_b":"","themepark_post_main_p":100,"themepark_paddingblock":true,"_geo_short_summary":"This article details the application of collaborative robots with vision-based teachless technology in container welding, highlighting labor savings, efficiency improvements, and a successful large-scale deployment at CIMC.","_geo_structured_desc":"**Industry &amp; Application:** The article focuses on container manufacturing, where collaborative robots equipped with 2D laser sensors and 3D vision systems are used for automated welding.\n\n**Technology &amp; System:** The system integrates a robot, control cabinet, vision system (3D camera, industrial computer, vision software), welding machine, wire feeder, and welding torch. It uses vision-based teachless technology to automatically identify weld seams and correct positioning deviations, eliminating manual teaching.\n\n**Project Highlights:**\n1. **Labor Savings &amp; Efficiency:** Deployment of 60 collaborative robot welding vision stations reduced the need for welders by approximately 60 and saved an additional 10 workers in post-welding grinding.\n2. **Addressing Labor Shortages:** The solution alleviates the 'welder shortage' and aging workforce issues in shipbuilding while improving working conditions.\n3. **Role Transformation:** The human-robot collaboration creates new technical roles like 'robot maintenance engineers,' transitioning workers from manual to technical operators.\n4. **Feasibility &amp; Reliability:** The cluster deployment of 60 robots proves the feasibility of large-scale collaborative robot use in complex scenarios and the reliability of domestic equipment. The project recoups its investment within a year.\n\n**Benefits:** The system enables rapid switching for multi-product batch production with modular process packages, reducing changeover time from hours to minutes. It enhances production efficiency, promotes employee skill transformation, and provides a quantifiable, replicable model for cost reduction and efficiency improvement.","_geo_faqs":"[{\"question\":\"How does vision-based teachless technology work for container welding?\",\"answer\":\"The system uses 2D laser sensors or 3D cameras to capture point clouds of the workpiece. This vision system automatically identifies weld seams and corrects any positioning deviations, eliminating the need for manual teaching or programming of the robot path.\"},{\"question\":\"What are the main benefits of using collaborative robots for container welding?\",\"answer\":\"Key benefits include significant labor savings (reducing the need for 60 welders and 10 grinding workers), improved welding quality, alleviation of the skilled welder shortage, and the creation of new technical roles. The system also enables rapid product changeovers, reducing downtime from hours to minutes.\"},{\"question\":\"Can collaborative robots be deployed on a large scale in container manufacturing?\",\"answer\":\"Yes, the article highlights a successful case where 60 collaborative robot welding stations were deployed in a cluster. This proves the feasibility of large-scale deployment in complex, heavy-duty environments and demonstrates the reliability of domestic intelligent equipment.\"},{\"question\":\"How does this solution address the labor shortage in welding?\",\"answer\":\"By automating the welding process, the solution reduces the reliance on human welders, directly addressing the chronic 'welder shortage' and the aging workforce. It also improves working conditions by removing workers from high dust and intense arc radiation environments.\"},{\"question\":\"What is the return on investment for implementing collaborative robot welding in a container factory?\",\"answer\":\"The article states that the project recovers its investment and becomes profitable within one year, providing a quantifiable and replicable model for cost reduction and efficiency improvement in the container manufacturing industry.\"}]","_geo_key_points":"[\"Collaborative robots with vision-based teachless technology automate container welding by automatically identifying weld seams.\",\"A deployment of 60 collaborative robot welding stations reduced the workforce by 60 welders and 10 grinding workers.\",\"The system alleviates the 'welder shortage' and transforms workers from manual welders to technical operators.\",\"The project proves the feasibility and reliability of large-scale collaborative robot deployment in complex industrial scenarios.\",\"Modular process packages enable rapid product changeovers, reducing setup time from hours to minutes.\",\"The investment in the project is recovered within one year, providing a replicable model for cost reduction.\"]","_geo_target_audience":"Manufacturing engineers, factory managers, and decision-makers in the container manufacturing and shipbuilding industries who are seeking automation solutions to address labor shortages, improve welding quality, and increase production efficiency.","_geo_content_type":"","_geo_last_modified":"2026-07-23T10:52:57+08:00","_geo_version":2,"themepark_seo_title":"Container Welding: Collaborative Robots with Vision-Based Teachless Technology","themepark_seo_description":"Discover how vision-based teachless collaborative robots automate container welding, reducing labor by 60, improving efficiency, and solving welder shortages. Scalable, cost-effective solution for flexible production.","footnotes":""},"categories":[28,17],"tags":[],"class_list":["post-6901","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-gcr-series-cobot","category-other-industries"],"metadata":{"footnotes":[""],"themepark_post_width":["100% dong"],"themepark_post_img":[""],"themepark_post_img_re":[""],"themepark_post_img_cover":[""],"themepark_post_img_fixed":[""],"themepark_post_hide_title":["1"],"themepark_paddingblock":["1"],"catce":["sidebar-widgets4"],"views":["3283"],"_wp_old_slug":["sp160-160-3-05-new","%e9%94%82%e7%94%b5%e5%8c%96%e6%88%90%e5%88%86%e5%ae%b9"],"_canshu":["a:8:{i:0;a:5:{s:5:\"title\";s:14:\"Max Payload\uff1a\";s:4:\"text\";s:3:\"3kg\";s:2:\"f1\";i:18;s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:1;a:5:{s:5:\"title\";s:8:\"Reach\uff1a\";s:4:\"text\";s:5:\"618mm\";s:2:\"f1\";i:18;s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:2;a:5:{s:5:\"title\";s:16:\"Repeatability\uff1a\";s:4:\"text\";s:8:\"\u00b10.02mm\";s:2:\"f1\";i:18;s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:3;a:5:{s:5:\"title\";s:16:\"Max TCP Speed\uff1a\";s:4:\"text\";s:6:\"1.0m\/s\";s:2:\"f1\";i:18;s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:4;a:5:{s:5:\"title\";s:26:\"Max Straight-line speed\uff1a\";s:4:\"text\";s:6:\"0.8m\/s\";s:2:\"f1\";s:0:\"\";s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:5;a:5:{s:5:\"title\";s:11:\"IP class\uff1a\";s:4:\"text\";s:9:\"IP54\/IP65\";s:2:\"f1\";s:0:\"\";s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:6;a:5:{s:5:\"title\";s:21:\"Degress of Freedom\uff1a\";s:4:\"text\";s:1:\"6\";s:2:\"f1\";s:0:\"\";s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}i:7;a:5:{s:5:\"title\";s:0:\"\";s:4:\"text\";s:0:\"\";s:2:\"f1\";s:0:\"\";s:2:\"f2\";s:0:\"\";s:2:\"f3\";s:0:\"\";}}"],"_thumbnail_id":["6904"],"_dp_original":["4472"],"_edit_last":["1"],"_edit_lock":["1775529851:1"],"ao_post_optimize":["a:6:{s:16:\"ao_post_optimize\";s:2:\"on\";s:19:\"ao_post_js_optimize\";s:2:\"on\";s:20:\"ao_post_css_optimize\";s:2:\"on\";s:12:\"ao_post_ccss\";s:2:\"on\";s:16:\"ao_post_lazyload\";s:2:\"on\";s:15:\"ao_post_preload\";s:0:\"\";}"],"_wp_old_date":["2026-03-31"],"_trp_automatically_translated_slug_es_ES":["aplicacion-de-robots-colaborativos-basados-en-tecnologia-teachless-de-vision-de-soldadura-en-la-fabricacion-de-contenedores"],"_trp_automatically_translated_slug_de_DE":["die-anwendung-von-kollaborativen-robotern-auf-der-grundlage-der-auf-schweisvision-basierenden-lehrfreien-technologie-in-der-behalterfertigung"],"_trp_automatically_translated_slug_th":["\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e43\u0e0a\u0e49\u0e2b\u0e38\u0e48\u0e19\u0e22\u0e19\u0e15\u0e4c"],"_seopress_robots_primary_cat":["none"],"_seopress_redirections_type":["301"],"_seopress_redirections_logged_status":["both"],"_seopress_analysis_target_kw":[""],"_trp_automatically_translated_slug_ja":["\u6eb6\u63a5\u30d3\u30b8\u30e7\u30f3\u306b\u57fa\u3065\u304f\u30c6\u30a3\u30fc\u30c1\u30ec\u30b9\u6280\u8853\u306b\u57fa\u3065\u304f"],"_geo_short_summary":["This article details the application of collaborative robots with vision-based teachless technology in container welding, highlighting labor savings, efficiency improvements, and a successful large-scale deployment at CIMC."],"_geo_structured_desc":["**Industry &amp; Application:** The article focuses on container manufacturing, where collaborative robots equipped with 2D laser sensors and 3D vision systems are used for automated welding.\n\n**Technology &amp; System:** The system integrates a robot, control cabinet, vision system (3D camera, industrial computer, vision software), welding machine, wire feeder, and welding torch. It uses vision-based teachless technology to automatically identify weld seams and correct positioning deviations, eliminating manual teaching.\n\n**Project Highlights:**\n1. **Labor Savings &amp; Efficiency:** Deployment of 60 collaborative robot welding vision stations reduced the need for welders by approximately 60 and saved an additional 10 workers in post-welding grinding.\n2. **Addressing Labor Shortages:** The solution alleviates the 'welder shortage' and aging workforce issues in shipbuilding while improving working conditions.\n3. **Role Transformation:** The human-robot collaboration creates new technical roles like 'robot maintenance engineers,' transitioning workers from manual to technical operators.\n4. **Feasibility &amp; Reliability:** The cluster deployment of 60 robots proves the feasibility of large-scale collaborative robot use in complex scenarios and the reliability of domestic equipment. The project recoups its investment within a year.\n\n**Benefits:** The system enables rapid switching for multi-product batch production with modular process packages, reducing changeover time from hours to minutes. It enhances production efficiency, promotes employee skill transformation, and provides a quantifiable, replicable model for cost reduction and efficiency improvement."],"_geo_faqs":["[{\"question\":\"How does vision-based teachless technology work for container welding?\",\"answer\":\"The system uses 2D laser sensors or 3D cameras to capture point clouds of the workpiece. This vision system automatically identifies weld seams and corrects any positioning deviations, eliminating the need for manual teaching or programming of the robot path.\"},{\"question\":\"What are the main benefits of using collaborative robots for container welding?\",\"answer\":\"Key benefits include significant labor savings (reducing the need for 60 welders and 10 grinding workers), improved welding quality, alleviation of the skilled welder shortage, and the creation of new technical roles. The system also enables rapid product changeovers, reducing downtime from hours to minutes.\"},{\"question\":\"Can collaborative robots be deployed on a large scale in container manufacturing?\",\"answer\":\"Yes, the article highlights a successful case where 60 collaborative robot welding stations were deployed in a cluster. This proves the feasibility of large-scale deployment in complex, heavy-duty environments and demonstrates the reliability of domestic intelligent equipment.\"},{\"question\":\"How does this solution address the labor shortage in welding?\",\"answer\":\"By automating the welding process, the solution reduces the reliance on human welders, directly addressing the chronic 'welder shortage' and the aging workforce. It also improves working conditions by removing workers from high dust and intense arc radiation environments.\"},{\"question\":\"What is the return on investment for implementing collaborative robot welding in a container factory?\",\"answer\":\"The article states that the project recovers its investment and becomes profitable within one year, providing a quantifiable and replicable model for cost reduction and efficiency improvement in the container manufacturing industry.\"}]"],"_geo_key_points":["[\"Collaborative robots with vision-based teachless technology automate container welding by automatically identifying weld seams.\",\"A deployment of 60 collaborative robot welding stations reduced the workforce by 60 welders and 10 grinding workers.\",\"The system alleviates the 'welder shortage' and transforms workers from manual welders to technical operators.\",\"The project proves the feasibility and reliability of large-scale collaborative robot deployment in complex industrial scenarios.\",\"Modular process packages enable rapid product changeovers, reducing setup time from hours to minutes.\",\"The investment in the project is recovered within one year, providing a replicable model for cost reduction.\"]"],"_geo_target_audience":["Manufacturing engineers, factory managers, and decision-makers in the container manufacturing and shipbuilding industries who are seeking automation solutions to address labor shortages, improve welding quality, and increase production efficiency."],"_geo_manual_overrides":["[\"_geo_short_summary\",\"_geo_structured_desc\",\"_geo_faqs\",\"_geo_key_points\",\"_geo_target_audience\"]"],"_geo_last_modified":["2026-07-23T10:52:57+08:00"],"_geo_version":["2"],"_geo_has_data":["1"],"themepark_seo_title":["Container Welding: Collaborative Robots with Vision-Based Teachless Technology"],"themepark_seo_description":["Discover how vision-based teachless collaborative robots automate container welding, reducing labor by 60, improving efficiency, and solving welder shortages. Scalable, cost-effective solution for flexible production."],"_geo_ai_search_text":["\u00a0container welding\nThis article details the application of collaborative robots with vision-based teachless technology in container welding, highlighting labor savings, efficiency improvements, and a successful large-scale deployment at CIMC.\n**Industry &amp; Application:** The article focuses on container manufacturing, where collaborative robots equipped with 2D laser sensors and 3D vision systems are used for automated welding.\n\n**Technology &amp; System:** The system integrates a robot, control cabinet, vision system (3D camera, industrial computer, vision software), welding machine, wire feeder, and welding torch. It uses vision-based teachless technology to automatically identify weld seams and correct positioning deviations, eliminating manual teaching.\n\n**Project Highlights:**\n1. **Labor Savings &amp; Efficiency:** Deployment of 60 collaborative robot welding vision stations reduced the need for welders by approximately 60 and saved an additional 10 workers in post-welding grinding.\n2. **Addressing Labor Shortages:** The solution alleviates the 'welder shortage' and aging workforce issues in shipbuilding while improving working conditions.\n3. **Role Transformation:** The human-robot collaboration creates new technical roles like 'robot maintenance engineers,' transitioning workers from manual to technical operators.\n4. **Feasibility &amp; Reliability:** The cluster deployment of 60 robots proves the feasibility of large-scale collaborative robot use in complex scenarios and the reliability of domestic equipment. The project recoups its investment within a year.\n\n**Benefits:** The system enables rapid switching for multi-product batch production with modular process packages, reducing changeover time from hours to minutes. It enhances production efficiency, promotes employee skill transformation, and provides a quantifiable, replicable model for cost reduction and efficiency improvement.\nCollaborative robots with vision-based teachless technology automate container welding by automatically identifying weld seams. A deployment of 60 collaborative robot welding stations reduced the workforce by 60 welders and 10 grinding workers. The system alleviates the 'welder shortage' and transforms workers from manual welders to technical operators. The project proves the feasibility and reliability of large-scale collaborative robot deployment in complex industrial scenarios. Modular process packages enable rapid product changeovers, reducing setup time from hours to minutes. The investment in the project is recovered within one year, providing a replicable model for cost reduction.\nHow does vision-based teachless technology work for container welding?\nThe system uses 2D laser sensors or 3D cameras to capture point clouds of the workpiece. This vision system automatically identifies weld seams and corrects any positioning deviations, eliminating the need for manual teaching or programming of the robot path.\nWhat are the main benefits of using collaborative robots for container welding?\nKey benefits include significant labor savings (reducing the need for 60 welders and 10 grinding workers), improved welding quality, alleviation of the skilled welder shortage, and the creation of new technical roles. The system also enables rapid product changeovers, reducing downtime from hours to minutes.\nCan collaborative robots be deployed on a large scale in container manufacturing?\nYes, the article highlights a successful case where 60 collaborative robot welding stations were deployed in a cluster. This proves the feasibility of large-scale deployment in complex, heavy-duty environments and demonstrates the reliability of domestic intelligent equipment.\nHow does this solution address the labor shortage in welding?\nBy automating the welding process, the solution reduces the reliance on human welders, directly addressing the chronic 'welder shortage' and the aging workforce. It also improves working conditions by removing workers from high dust and intense arc radiation environments.\nWhat is the return on investment for implementing collaborative robot welding in a container factory?\nThe article states that the project recovers its investment and becomes profitable within one year, providing a quantifiable and replicable model for cost reduction and efficiency improvement in the container manufacturing industry.\nManufacturing engineers, factory managers, and decision-makers in the container manufacturing and shipbuilding industries who are seeking automation solutions to address labor shortages, improve welding quality, and increase production efficiency."]},"medium_url":"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/\u9996\u56fe-300x180.jpg","thumbnail_url":"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/\u9996\u56fe-150x150.jpg","full_url":"https:\/\/en.siasun.com\/wp-content\/uploads\/2026\/03\/\u9996\u56fe.jpg","_links":{"self":[{"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/posts\/6901","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/comments?post=6901"}],"version-history":[{"count":3,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/posts\/6901\/revisions"}],"predecessor-version":[{"id":6959,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/posts\/6901\/revisions\/6959"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/media\/6904"}],"wp:attachment":[{"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/media?parent=6901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/categories?post=6901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/en.siasun.com\/wp-json\/wp\/v2\/tags?post=6901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}