2023108 · To solve the problem of model accuracy and loss of immediacy caused by data reliance on user feedback, Luo et al. proposed a digital twin modeling strategy to
2022419 · The paper has an original, scientific character, related to spatial-temporal data analysis of digital twin. In this work authors focuses on exploring data utilization methodology in DT. The work mainly concerned with heterogeneous spatial-temporal data. The content of the article is consistent with the scientific area of the journal Digital Twin.
2022107 · One of the first attempts to apply bibliometric tools to digital-twin analysis was made in the monograph ''Digital Twins in the High-Technology Manufacturing
2024326 · This issue of Nature Computational Science includes a Focus that highlights recent advancements, challenges, and opportunities in the development and
2021810 · This paper focusses on the status of Digital Twins as the IIoT and data analytics identify as enabling technologies. The rest of the paper is as follows. Section II will define a Digital Twin, identifies similar concepts and applications, while highlighting the misconceptions seen when defining a Digital Twin. Section III discusses the
2022121 · A potential step towards functional architecture is a list of distinguishable features that may be found in digital twins ( Autiosalo et al., 2019 ). This list includes data
In this paper, we propose a data-driven digital twin of EV batteries in order to support the implementation of predictive analytics algorithms. The architecture has been modelled according to the RAMI 4.0 principles in order to provide a systematic way of modelling and development data-driven digital twins for supporting predictive analytics of
2024322 · As more advances are made in Big Data and Analytics and IoT devices and sensors, the detailed or high fidelity biometric and environmental data could be used
202413 · The data in your Azure Digital Twins model can be routed to downstream Azure services for more analytics or storage. To send digital twin data to Azure Data Explorer, you can take advantage of Azure
2023123 · Then, digital twin modeling and twinning enabling technologies are further analyzed by classifying them into two main categories: physical-to-virtual, and virtual-to-
201853 · Digital twin data flow and processing. The block scheme of the system as a whole is submitted in the Figure 5. 1) The data collected during monitoring process pass through data reliability filter
1 · A digital twin is a virtual representation of an object or system designed to reflect a physical object accurately. It spans the object''s lifecycle, is updated from real-time data
The new generation of intelligent manufacturing systems requires a deep integration of human-cyber-physical spaces. Visual analytics plays a critical role in effectively navigating humans through twin data, enabling them to make better decisions and discover new knowledge, contributing to the evolution of digital twins. However, due to the lack of study
2021520 · A uniform mathematical framework based on probabilistic graphical models drives the digital twin technologies towards dynamical control with real-time data.
2024527 · This survey paper comprehensively reviews Digital Twin (DT) technology, a virtual representation of a physical object or system, pivotal in Smart Cities for enhanced urban management. It explores DT''s integration with Machine Learning for predictive analysis, IoT for real-time data, and its significant role in Smart City development.
2019108 · For the digital twin application, the author''s laboratory developed a digital twin driven IMT for machining data analysis and service. The hardware device is a five-axis CNC machine tool XH7132A with multi-sensors acquisition system, as shown in Fig. 11 .
A digital twin is a digital copy of a physical building, which includes a 3D model of a facility combined with dynamic data to allow easy-to-understand visualization and analysis. A digital twin consists of • Digital twin of the devices in a building • Digital twin of the structural components (static data)
The Digital twin is a digital replica of real physical installation. It offers following main features: ± Check for monitoring data consistency; ± Perform data mining to detect existing and
202331 · The three main aspects of Digital Twins are data acquisition, data modeling, and data application [26]. Digital Twin uses four technologies to collect and store real