{"id":29477,"date":"2026-10-12T13:27:55","date_gmt":"2026-10-12T11:27:55","guid":{"rendered":"https:\/\/www.ideativa.it\/?p=29477"},"modified":"2026-10-12T13:27:55","modified_gmt":"2026-10-12T11:27:55","slug":"digital-twin-robotics-simulation-production","status":"publish","type":"post","link":"https:\/\/www.ideativa.it\/en\/2026\/10\/12\/digital-twin-robotics-simulation-production\/","title":{"rendered":"Digital twin in robotics: from simulation to production"},"content":{"rendered":"<p>Before a robot actually enters production, a significant part of the work can take place in a virtual environment.<\/p>\n<p>Simulation makes it possible to design and verify a robotic solution before its physical implementation, addressing configurations, paths and system operation in advance.<\/p>\n<p>With a digital twin, however, the relationship between the virtual world and the production process becomes even more interesting.<\/p>\n<p>A digital twin creates a virtual representation of a robotic system that can support different stages of a project: from design and simulation to comparison with what actually happens on the production floor.<\/p>\n<h2>What is a digital twin in robotics?<\/h2>\n<p>A digital twin is a virtual representation of a real system.<\/p>\n<p>In robotics, it allows teams to work on a robotic system digitally and verify its behaviour before commissioning.<\/p>\n<p>Simulation and offline programming software such as ABB RobotStudio\u00ae can be used, for example, to plan new robotic installations or adapt existing ones to new production tasks.<\/p>\n<p>According to ABB, RobotStudio provides a 99% match between the robot&#8217;s digital twin and its real-world implementation and can reduce design and commissioning times by up to 50%. These figures are reported by ABB for its own solution.<\/p>\n<p>The value of simulation therefore lies in the ability to bring forward some of the activities that would otherwise need to be carried out directly on the equipment.<\/p>\n<h2>From simulation to the real production process<\/h2>\n<p>Simulation does not necessarily have to be separate from production.<\/p>\n<p>The transition can be understood as a sequence:<\/p>\n<p><strong>design \u2192 simulate \u2192 validate \u2192 implement \u2192 monitor \u2192 improve<\/strong><\/p>\n<p>Before installation, the virtual model enables teams to work on the design and verify how it behaves.<\/p>\n<p>Once the system enters production, data collected from the equipment makes it possible to observe what happens during operation.<\/p>\n<p>Integrating these two levels makes the use of digital twins particularly valuable in robotics: the virtual and real worlds can become parts of the same design and improvement process.<\/p>\n<h2>A real-world application in the biomedical sector<\/h2>\n<p>An example of this integration is a project developed by IDEATIVA in the Mirandola biomedical district for the assembly of components used in oncological infusion systems.<\/p>\n<p>The solution integrates:<\/p>\n<ul>\n<li>collaborative robots;<\/li>\n<li>a digital twin;<\/li>\n<li>tools for real-time analysis of production data.<\/li>\n<\/ul>\n<p>Digital simulation makes it possible to validate the process virtually before installation, while data monitoring enables analysis of its performance during operation.<\/p>\n<p>In this way, automation, simulation and production information are not treated as independent elements but as parts of an integrated system.<\/p>\n<p>The project demonstrates the transition from simulation to the real process, particularly in a sector where precision, control and traceability are especially important.<\/p>\n<p><em><a href=\"https:\/\/www.ideativa.it\/en\/2026\/07\/24\/robotics-digital-solutions-biomedical-assembly-traceability\/\">Explore IDEATIVA&#8217;s biomedical project<\/a>\u00a0<\/em><\/p>\n<h2>When production data comes into play<\/h2>\n<p>Once the system is operational, the availability of production data opens up another level of analysis.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-29473 size-large\" src=\"https:\/\/www.ideativa.it\/wp-content\/uploads\/2026\/10\/chatGPT-image-digital-twin-robotiics-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.ideativa.it\/wp-content\/uploads\/2026\/10\/chatGPT-image-digital-twin-robotiics-980x653.jpg 980w, https:\/\/www.ideativa.it\/wp-content\/uploads\/2026\/10\/chatGPT-image-digital-twin-robotiics-480x320.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>This is where platforms such as ABB OptiFact\u2122 come in. OptiFact is designed to centrally collect, manage, visualise and analyse data from devices on the factory floor, including robots.<\/p>\n<p>For example, the platform allows users to monitor performance indicators such as cycle time and OEE (Overall Equipment Effectiveness).<\/p>\n<p>However, data is not only useful for describing what is happening.<\/p>\n<p>ABB provides for integration between OptiFact and RobotStudio Cloud: analysing production data can help identify the causes of problems or inefficiencies, and the resulting information can be used to adjust the program and develop a better robotic solution.<\/p>\n<p>This creates a relationship that does not run only from the virtual to the real world:<\/p>\n<p>the real process generates information that can be fed back into the digital model to continue working on the solution.<\/p>\n<h2>From digital twins to process improvement<\/h2>\n<p>From this perspective, a digital twin is not simply a tool used before production starts.<\/p>\n<p>It can become part of a broader process in which simulation, implementation and data analysis interact.<\/p>\n<p>This approach makes it possible to:<\/p>\n<ul>\n<li>verify a solution virtually before installation;<\/li>\n<li>make changes during the design and programming stages;<\/li>\n<li>reduce the activities that need to be carried out directly on the equipment;<\/li>\n<li>connect design with real-world operation;<\/li>\n<li>use production information to identify potential areas for improvement.<\/li>\n<\/ul>\n<p>Of course, the availability of digital tools does not eliminate the need to understand the production process.<\/p>\n<p>On the contrary, it makes a sound analysis of the application and the desired objectives even more important.<\/p>\n<p><em><a href=\"https:\/\/www.ideativa.it\/en\/2026\/08\/05\/when-robotics-makes-sense-in-industry\/\">When does robotics really make sense for a company?<\/a>\u00a0<\/em><\/p>\n<h2>An ongoing dialogue between the virtual and real worlds<\/h2>\n<p>Industrial robotics is becoming increasingly integrated with software, simulation systems and data analysis tools.<\/p>\n<p>In this context, a digital twin can bring design and production closer together: what is developed virtually can be verified before implementation, while what happens in the real process can provide new information for analysing and improving the system.<\/p>\n<p>Moving from simulation to production does not necessarily mean the end of the digital model.<\/p>\n<p>When simulation, robotics and data are integrated, the virtual world and the real process can continue to interact even after commissioning.<\/p>\n<p>At IDEATIVA, design, simulation and offline programming are part of an approach to robotics that begins with analysing the process and supports the development of a solution through to implementation.<\/p>\n<p><a href=\"https:\/\/www.ideativa.it\/en\/#consulenza\/\">Discover IDEATIVA&#8217;s services and solutions<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Before a robot actually enters production, a significant part of the work can take place in a virtual environment. Simulation makes it possible to design and verify a robotic solution before its physical implementation, addressing configurations, paths and system operation in advance. With a digital twin, however, the relationship between the virtual world and the [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":29475,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[51,50],"tags":[],"class_list":["post-29477","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research-en","category-training-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Digital twin in robotics: from simulation to production<\/title>\n<meta name=\"description\" content=\"Discover how digital twins connect robot simulation, engineering and production data to support process validation and continuous improvement\" \/>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta 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