Digital Twin: Technology Evolution Stages and Implementation Layers With Technology Elements
نویسندگان
چکیده
Digital twin has recently received considerable attention in various industry domains. The digital replicates physical objects (e.g., people, objects, spaces, systems, and processes) the real world into world. It also provides simulations to solve problems or improve situational operations. Therefore, is a convergence of technologies, such as advanced machine-learning algorithms, data analytics, super-resolution visualization modeling, simulation. Because complicated technology, step-by-step implementation that includes many technology elements should be considered create model. In this study, layers are introduced guide practical implementations twin. addition, were suggested for presented layers. include clear definitions, application domains energy, transportation, logistics, environment, manufacturing, smart cities) can easily utilize according intended purpose. Furthermore, paper describes evolution twins. evolved continuously since 2002, when concept was first introduced. described levels, we show future aspects technological direction. model efficiently created by considering direction using levels.
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2022
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2022.3174220