Chaochun Yuan

Title: Chaochun Yuan: Innovator in Vehicle-Road Cooperative Control Systems

Introduction

Chaochun Yuan is a distinguished inventor based in Jiangsu, China. He has made significant contributions to the field of innovative transportation systems, holding a total of 7 patents. His work predominantly focuses on intelligent systems that enhance vehicle-road interactions, showcasing a blend of technology and practical application.

Latest Patents

Among his latest patents, Yuan developed a "Multi-intelligence federated reinforcement learning-based vehicle-road cooperative control system and method at complex intersection." This system employs a vehicle-road cooperative control framework that includes a Road Side Unit (RSU) static processing module combined with a vehicle-based dynamic processing module. The RSU module supplies historical road information, while Yuan's proposed Federated Twin Delayed Deep Deterministic policy gradient (FTD3) algorithm innovatively connects federated learning and reinforcement learning, preserving privacy by only transmitting neural network parameters rather than vehicle samples. This enhancement not only reduces communication costs by selecting specific networks for aggregation but also fosters a deep synergy between federated learning and reinforcement learning.

Another notable invention is the "Hybrid multi-mode switching continuously variable transmission system." This continuously variable transmission system is designed for hybrid power applications, featuring an input component, output component, clutch assembly, brake, hydraulic transmission assembly, and planetary gear assembly. The system allows for a seamless transition between hydro-mechanical and mechanical transmission modes, significantly improving the efficiency of power delivery in vehicles.

Career Highlights

Yuan is currently affiliated with Jiangsu University, where he engages in cutting-edge research and development. His innovative work in the field of vehicle control systems demonstrates his commitment to advancing technology in transportation.

Collaborations

In his endeavors, Yuan collaborates with notable colleagues, including Yingfeng Cai and Long Chen. Their combined expertise contributes to the successful development of innovative systems that intersect with vehicular technology and machine learning.

Conclusion

Chaochun Yuan's inventive spirit and dedication to enhancing vehicle-road cooperative control systems position him as a pivotal figure in modern technology. His patents not only demonstrate his individual prowess as an inventor but also reflect the collaborative efforts within the academic realm, as he continues to push the boundaries of innovation in transportation.