Xinzhan Qin

Title: Innovations by Xinzhan Qin in Digital Twin Monitoring Models

Introduction

Xinzhan Qin is a notable 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 for its potential applications in various engineering and environmental contexts.

Latest Patents

Xinzhan Qin holds a patent titled "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 form a second training dataset for training the proxy model. The method generates a warning cloud map of the slopes and utilizes simulation data under multiple physical field conditions to enhance prediction accuracy. This innovative approach significantly reduces the need for extensive training samples.

Career Highlights

Xinzhan Qin is affiliated with Shijiazhuang Tiedao University, where he contributes to research and development in his field. His work focuses on integrating advanced modeling techniques with practical applications in slope monitoring. His expertise has positioned him as a key figure in the advancement of digital twin technologies.

Collaborations

Xinzhan Qin collaborates with colleagues such as Wei Yuan and Fangshi Shi. Their combined efforts contribute to the ongoing research and development in digital twin monitoring systems.

Conclusion

Xinzhan Qin's innovative work in constructing digital twin monitoring models represents a significant advancement in the field. His contributions not only enhance prediction accuracy but also pave the way for future developments in slope monitoring technologies.