PengYue Wang

Title: Innovations of PengYue Wang in Energy Management

Introduction

PengYue Wang is an accomplished inventor based in Minneapolis, MN (US). He has made significant contributions to the field of energy management for vehicles. His innovative approach combines physical modeling with machine learning to enhance the efficiency of electrical energy usage in vehicles.

Latest Patents

Wang holds a patent for a "Physical model-guided machine learning framework for energy management of vehicles." This patent describes a method for determining when to increase the amount of electrical energy available to a vehicle. The method involves setting a parameter for a function that describes a reference state of charge as a function of distance traveled. The reference state of charge indicates the optimal state at which the vehicle should increase its electrical energy. For each trip, the parameter is modified, allowing different trips of the same vehicle to utilize distinct functions for the reference state of charge. This innovative approach aims to optimize energy management in vehicles, ultimately leading to improved efficiency.

Career Highlights

PengYue Wang is affiliated with the Regents of the University of Minnesota, where he continues to advance research in energy management technologies. His work has garnered attention for its practical applications in the automotive industry.

Collaborations

Wang collaborates with notable colleagues, including Andrew Kotz and William Northrop. Their combined expertise contributes to the development of cutting-edge solutions in energy management.

Conclusion

PengYue Wang's innovative contributions to energy management through his patented framework demonstrate his commitment to advancing vehicle efficiency. His work not only enhances the performance of electric vehicles but also paves the way for future innovations in the field.