This inventor holds 1 USPTO granted patent. Top assignee: University of Michigan. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations in Electric Vehicle Thermal Management by Quihao Hu
Introduction
Quihao Hu is an accomplished inventor based in Ann Arbor, MI (US). He has made significant contributions to the field of electric vehicle technology, particularly in optimizing thermal management systems. His innovative approach combines advanced control strategies with practical applications in the automotive industry.
Latest Patents
Quihao Hu holds a patent for a groundbreaking invention titled "Stochastic model predictive control for electric vehicles thermal management." This patent presents a stochastic Model Predictive Control approach designed to efficiently optimize the thermal management of electric vehicles while accommodating scenarios with multiple routes. The cost function is constructed to minimize the expected cost across all possible routes over the prediction horizon. Thermal constraints are treated as soft constraints using slack variables, allowing for flexibility in satisfying these constraints while optimizing performance. Simulations demonstrate that this method achieves a favorable balance between competing performance metrics. Additionally, an adaptation strategy is introduced, dynamically adjusting the penalty weight value, which enhances performance without the need for offline calibration. The results indicate that the time-varying penalty weight significantly reduces total constraint violations by up to 20% without negatively impacting energy consumption.
Career Highlights
Quihao Hu is affiliated with the University of Michigan, where he continues to advance research in electric vehicle technologies. His work is characterized by a strong focus on practical applications and innovative solutions that address real-world challenges in the automotive sector.
Collaborations
Quihao Hu collaborates with Mohammad Reza Amini, contributing to the development of cutting-edge technologies in electric vehicle thermal management.
Conclusion
Quihao Hu's innovative work in electric vehicle thermal management exemplifies the potential of advanced control strategies to enhance performance and efficiency in the automotive industry. His contributions are paving the way for more sustainable and effective electric vehicle technologies.