Procedia CIRP · 2021 · 27 citations · 18 references
EngineeringIndustrial EngineeringSystems EngineeringAutomationErgonomicsManufacturing SystemsDigital FactoryDigital ManufacturingDigital Twin DesignHuman Factors In ManufacturingIndustrial AutomationManufacturing AutomationAdaptive Production SystemsDigital Twin ArchitectureDigital Twin IntegrationDigital Twin ModelingDigital Twin System DesignDigital TwinsHuman RepresentationPsychophysical Workload Assessment
Multiple and diverse factory digital twins have been proposed in the literature. However, despite the recognized growing importance of workers in smart and autonomous industrial settings, such models still lack or oversimplify human representation. Human digital twins must include human monitoring and behavioural data and models based on psychophysical status, knowledge, skills, and personal needs to manage production systems that aim, at the same time, to achieve process performance and workers' wellbeing. This paper proposes a metamodel based on data, events, and connectors that supports the modular composition of tailored human digital twins. This work also addresses an industrial application of the metamodel for preliminary validation.
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A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
Ying Liu, Lin Zhang, Yuan Yang et al. · IEEE Access · 2019 · 743 citations · Full text