This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Shanghai Jiao Tong University. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations by Mingyu Wu in Heavy-Load Vehicle Suspension
Introduction
Mingyu Wu is an accomplished inventor based in Shanghai, China. He has made significant contributions to the field of vehicle dynamics, particularly in the area of heavy-load vehicle suspension systems. His innovative approach combines deep learning techniques with traditional physical modeling to enhance the performance and reliability of mining trucks.
Latest Patents
Mingyu Wu holds a patent for a "Method and system for identifying time-varying characteristics of heavy-load vehicle suspension." This patent describes a comprehensive method that involves collecting sequential control state data from mining trucks using sensors. The process includes predicting parameter-related factors through a deep learning network and estimating suspension stiffness and damping coefficients via a linear dynamic model. The method also predicts future system states through a nonlinear dynamic model based on the estimated parameters and learned factors. This innovative approach integrates a deep learning network into the physical model of the mining truck, allowing for accurate identification of suspension parameters and providing insights into the stiffness and damping characteristics of the vehicle's suspension system.
Career Highlights
Mingyu Wu is affiliated with Shanghai Jiao Tong University, where he contributes to research and development in vehicle dynamics. His work has garnered attention for its practical applications in improving the performance of heavy-load vehicles, particularly in the mining industry. His expertise in combining advanced computational techniques with engineering principles has positioned him as a leading figure in this specialized field.
Collaborations
Mingyu Wu has collaborated with notable colleagues, including Yafei Wang and Xulei Liu. Their joint efforts have further advanced the research and development of innovative solutions in vehicle suspension systems.
Conclusion
Mingyu Wu's contributions to the field of heavy-load vehicle suspension through his innovative patent demonstrate his commitment to enhancing vehicle performance and safety. His work continues to influence the industry and pave the way for future advancements in vehicle dynamics.