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With the continuous development of science and technology, digital twin technology has been widely used in various fields. Digital twin technology is a technology that combines physical entities or systems in the real world with their digital virtual models. Through the use of sensors, data acquisition and analysis, modeling and simulation and other technical means, it accurately reflects the running state and behavior of physical entities in the digital model, and realizes real-time monitoring, prediction and optimization of physical entities. Digital twin technology can be applied in various fields, such as industrial manufacturing, urban planning, medical and health, etc., providing decision-makers with more comprehensive and accurate information to help them better understand and optimize the operation of entities.

The key of digital twin technology is to establish an accurate digital model, which needs to contain information such as the structure, attributes and behavior of physical entities, and be able to exchange data and share information with entities in real time. In order to achieve this goal, micro-beauty holography (NASDAQ:WIMI) applies multi-level simulation technology to digital twin modeling, and is actively exploring the research and application of multi-level simulation digital twin modeling technology. The digital twin modeling technology of multi-level simulation can abstract and model the characteristics and behaviors of different levels of physical entities. Each level of modeling can include different details and precision to meet the needs of different application scenarios. Thus, a hierarchical digital model is formed. At the same time, different levels of digital twin models are connected and interacted with each other to achieve comprehensive modeling and simulation of the physical system. This digital twin model can better reflect the complexity and dynamics of entities and provide more accurate and comprehensive information for decision-makers.

In the multi-level simulation digital twin modeling technology of WIMI micro-beauty holography, the key technical modules include data acquisition and processing, model establishment and calibration, simulation and optimization, etc., these modules cooperate with each other to build a multi-level digital twin system. Among them, the data acquisition and processing module is mainly responsible for collecting sensor data of physical entities, processing and analyzing the data, and extracting useful information. The model establishment and calibration module mainly establishes the digital model according to the characteristics and behavior of the physical entity, and calibrates and optimizes it through the data interaction with the entity, while the simulation module is responsible for simulating the operation of the entity, and carries on the prediction and optimization according to the simulation results.

Data acquisition and integration: the data acquisition and integration module is responsible for collecting data from the actual system and integrating it with the digital twin model. This includes sensor data acquisition, data preprocessing, data cleaning and data alignment and other steps. Through data acquisition and integration, the synchronization and update between the digital twin model and the actual system can be realized.

Multi-level model coupling: the multi-level model coupling module is used to connect and interact with different levels of digital twin models. This can be achieved through data transfer, parameter transfer, state transfer and so on. Through multi-level model coupling, information and feedback can be transferred between different levels of models, and the overall simulation and analysis of the system can be realized.

Simulation engine: simulation engine is the core component of digital twin modeling and simulation. It is responsible for performing the simulation calculation, state update, event handling and other tasks of the model. According to the characteristics and requirements of the model, the simulation engine can select appropriate simulation algorithms and numerical calculation methods to achieve efficient and accurate simulation results.

Visualization and interactive interface: the visualization and interactive interface module is used to show the results of the digital twin model to the user in a visual form, and to provide the ability for the user to interact with the model. This can be achieved through charts, images, animation, virtual reality and so on. Users can explore different scenarios, parameters and decisions through the interface in order to make more accurate prediction and optimization.

Analysis and decision support: the analysis and decision support module is used to analyze and support the results of the digital twin model. Through the statistical analysis, trend analysis and optimization algorithm of the model results, we can gain insight into the state, performance and changing trend of the system. Based on these analysis results, decisions can be made, system operation can be optimized, and future behavior can be predicted.

Through the multi-level simulation digital twin modeling technology, users can fully understand and analyze all levels and aspects of the physical system, so that decision makers can comprehensively and accurately analyze and evaluate the operation of the entity. Help them make better decisions and optimization strategies. At the same time, digital twin technology also provides new means and methods for entity monitoring, maintenance and improvement, and improves the operation efficiency and reliability of entities. Multi-level simulation digital twin modeling technology can also integrate information from different data sources, including experimental data, sensor data and simulation data. Through the fusion of information from different data sources, the accuracy and credibility of modeling can be improved. At the same time, multi-source data fusion can also make up for the problem of incomplete or inaccurate data and improve the reliability of modeling.

The multi-level simulation digital twin modeling technology of WIMI micro-beauty holography has a wide range of applications and prospects in the future. It will play an important role in intelligent manufacturing, urban planning, medical and health, transportation and other fields, and provide scientific support and decision-making reference for the development of various industries.

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