Wei Yuan

Title: Innovations by Wei Yuan in Digital Twin Monitoring Models

Introduction

Wei Yuan is an accomplished inventor based in Shijiazhuang, China. He has made significant contributions to the field of digital twin technology, particularly in the construction of monitoring models for slopes. His innovative approach has garnered attention in both academic and practical applications.

Latest Patents

Wei Yuan holds a patent for a "Method for constructing digital twin monitoring model for slopes based on proxy model." This method involves creating a slope geometric model made up of triangular facets. It includes the construction of a first training dataset for pretraining a pre-proxy model using the slope geometric model. Real-time monitoring data is collected to create a second training dataset for training the proxy model. The method generates a warning cloud map of the slopes and utilizes simulation data under various physical field conditions. This approach significantly reduces the number of training samples required and enhances the prediction accuracy of the proxy model by employing multiple base learners.

Career Highlights

Wei Yuan is affiliated with Shijiazhuang Tiedao University, where he contributes to research and development in his field. His work focuses on advancing digital twin technologies and improving monitoring systems for slopes, which are critical for safety and environmental management.

Collaborations

Wei Yuan collaborates with notable colleagues, including Fangshi Shi and Wenjing Xu. Their combined expertise enhances the research output and innovation potential within their projects.

Conclusion

Wei Yuan's contributions to digital twin monitoring models exemplify the intersection of technology and practical application. His innovative methods are paving the way for advancements in slope monitoring and safety.