The term Human-Centric Digital Twin (HCDT) has been recently coined mean-ing the design and the simulation of complex production systems by integrating human factors. This paper presents an HCDT system architecture focused on an enhanced 3D virtual model, embedding human interaction information in product and process information. Such a model extends the current features of Automa-tionML (AML) framework, a recently defined standard for digitization in Indus-try 4.0, by specific human-related data. The framework has been primarily inte-grated into a Virtual Reality (VR) scenario to support, predict and study the hu-man-system interactions in the early stages of industrial machine design. The in-frastructure has been validated on a real case developed in collaboration with an Italian manufacturing company, world leader in automatic machine design and production. User testing was conducted within a virtual environment, where the HCDT enriched the 3D virtual model of the machine with an additional AML de-scription of human-system interaction.
Towards a Human-Centric Digital Twin: An AutomationML-Based Description to Include Human Factors in Machine Design / Valentini, Lorenzo; Khamaisi, Riccardo Karim; Peruzzini, Margherita; Raffaeli, Roberto. - 2:(2024), pp. 435-442. (Intervento presentato al convegno 33nd International Conference on Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order, FAIM 2024 tenutosi a Taichung, Taiwan nel 23-26 June 2024) [10.1007/978-3-031-74485-3_48].
Towards a Human-Centric Digital Twin: An AutomationML-Based Description to Include Human Factors in Machine Design
Valentini, Lorenzo;Khamaisi, Riccardo Karim;Peruzzini, Margherita;Raffaeli, Roberto
2024
Abstract
The term Human-Centric Digital Twin (HCDT) has been recently coined mean-ing the design and the simulation of complex production systems by integrating human factors. This paper presents an HCDT system architecture focused on an enhanced 3D virtual model, embedding human interaction information in product and process information. Such a model extends the current features of Automa-tionML (AML) framework, a recently defined standard for digitization in Indus-try 4.0, by specific human-related data. The framework has been primarily inte-grated into a Virtual Reality (VR) scenario to support, predict and study the hu-man-system interactions in the early stages of industrial machine design. The in-frastructure has been validated on a real case developed in collaboration with an Italian manufacturing company, world leader in automatic machine design and production. User testing was conducted within a virtual environment, where the HCDT enriched the 3D virtual model of the machine with an additional AML de-scription of human-system interaction.File | Dimensione | Formato | |
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