{"id":7212,"date":"2024-03-06T18:14:58","date_gmt":"2024-03-06T16:14:58","guid":{"rendered":"https:\/\/aire-edih.eu\/?post_type=project&#038;p=7212"},"modified":"2025-11-03T10:21:14","modified_gmt":"2025-11-03T08:21:14","slug":"2024-digital-twin-for-validation-of-ai-based-motion-planning-and-control-for-robot-assisted-processing-of-curved-surfaces","status":"publish","type":"project","link":"https:\/\/aire-edih.eu\/en\/project\/2024-digital-twin-for-validation-of-ai-based-motion-planning-and-control-for-robot-assisted-processing-of-curved-surfaces\/","title":{"rendered":"2024: Digital twin for validation of AI-based motion planning and control for robot-assisted processing of curved surfaces"},"content":{"rendered":"<p><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Tootmises on palju automatiseerimise valdkondi, mida ei saa automatiseerida v\u00f5i on automatiseerimise maksumus v\u00e4ikeste ja keskmise suurusega tootmisettev\u00f5tete jaoks \u00e4\u00e4rmiselt k\u00f5rge. \u00dcheks selliseks probleemiks on materjali t\u00f6\u00f6tlemine robotmanipulaatoritega, kus objektil on keeruline ja potentsiaalselt muutuv vorm. N\u00e4iteks on objektil kumerad pinnad ja roboti m\u00f5jur-t\u00f6\u00f6riist peab \u00fclesande, nagu l\u00f5ikamine, t\u00e4itmiseks t\u00e4pselt seda k\u00f5verat pinda j\u00e4rgima. Antud projekti eesm\u00e4rk on v\u00e4lja t\u00f6\u00f6tada digitkaksik k\u00f5verate pindade roboti abil t\u00f6\u00f6tlemiseks. Digikaksikut kasutatakse seej\u00e4rel liikumise planeerimise algoritmide testimiseks, valideerimiseks ja v\u00f5rdlemiseks, et saavutada m\u00f5juri t\u00e4pne liikumine m\u00f6\u00f6da mistahes eeldefineeritud rada piki k\u00f5verat pinda ja kokkup\u00f5rkevaba liikumine.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:513,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0}\">There are many areas of automation in manufacturing that cannot be automated, or the cost of automation is extremely high for small and medium-sized manufacturing companies. One such problem is material processing with robot manipulators where the object has a complex and potentially changeable form. For instance, the object has curved surfaces, and the robot\u2019s end-effector tool needs to precisely follow this curved surface to complete a task such as milling. The goal of this project is to develop a digital twin of robot-assisted processing of curved surfaces. The digital twin will then be used to test, validate, and benchmark motion planning algorithms to achieve an accurate arbitrary path following for the end-effector along a curved surface and collision-free motion.<\/span><\/p>\n<div  class='avia-button-wrap av-av_button-228e0f7cf19b39fc2c4ac71e214e6b60-wrap avia-button-left '><a href='https:\/\/github.com\/ai-robotics-estonia\/2024_DigitalTwin_Validation_AI_Motion_Planning_CurvedSurfaces' class='avia-button av-av_button-228e0f7cf19b39fc2c4ac71e214e6b60 avia-icon_select-no avia-size-small avia-position-left avia-color-dark' target=\"_blank\" rel=\"noopener noreferrer\"><span class='avia_iconbox_title' >Github<\/span><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>There are many areas of automation in manufacturing that cannot be automated, or the cost of automation is extremely high for small and medium-sized manufacturing companies. One such problem is [&hellip;]<\/p>\n","protected":false},"featured_media":7195,"template":"","year_tax":[86],"company_tax":[171],"status_tax":[92],"university_tax":[91],"sector":[168],"project_cat":[65],"class_list":["post-7212","project","type-project","status-publish","has-post-thumbnail","hentry","year_tax-2024-en","company_tax-asg-robotics-ou-en","status_tax-completed-projects","university_tax-university-of-tartu","sector-production-process","project_cat-completed-projects"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AIRE - 2024: Digital twin for validation of AI-based motion planning and control for robot-assisted processing of curved surfaces<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aire-edih.eu\/en\/project\/2024-digital-twin-for-validation-of-ai-based-motion-planning-and-control-for-robot-assisted-processing-of-curved-surfaces\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AIRE - 2024: Digital twin for validation of AI-based motion planning and control for robot-assisted processing of curved surfaces\" \/>\n<meta property=\"og:description\" content=\"There are many areas of automation in manufacturing that cannot be automated, or the cost of automation is extremely high for small and medium-sized manufacturing companies. 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