This inventor holds 1 USPTO granted patent and 4 published patent applications. Top assignee: China University of Mining and Technology. Active years: 2025.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025
Title: Guowei Lyu: Innovator in Roadway Stability Assessment
Introduction
Guowei Lyu is a prominent inventor based in Xuzhou, China. He has made significant contributions to the field of roadway stability assessment through his innovative methods. His work focuses on utilizing numerical simulation and deep learning to enhance the safety and reliability of roadway structures.
Latest Patents
Guowei Lyu holds a patent titled "Method for assessing stability of roadway surrounding rock based on numerical simulation and deep learning." This patent outlines a comprehensive stability assessment method that includes obtaining actual stratum rock parameters and establishing a two-dimensional geological model. The method involves changing influencing factors, recording deformation amounts and acceleration values, and obtaining dynamic response characteristics of roadway surrounding rock. By combining these characteristics with influencing factors, a dataset is created, which is then divided into training and validation sets. The training set is input into a PSO-BP neural network and a GA-SVM deep learning model to develop a preliminary stability assessment model. This model is further optimized using the validation set to ensure accurate roadway stability assessments.
Career Highlights
Guowei Lyu is affiliated with the China University of Mining and Technology, where he contributes to research and development in the field of mining engineering and roadway safety. His innovative approach to stability assessment has garnered attention in academic and professional circles.
Collaborations
Guowei Lyu has collaborated with notable colleagues, including Anye Cao and Geng Li. Their joint efforts have further advanced the research in roadway stability and safety.
Conclusion
Guowei Lyu's contributions to roadway stability assessment through innovative methods highlight the importance of integrating technology in engineering practices. His work not only enhances safety but also sets a precedent for future research in this critical field.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile