Company Filing History:
Years Active: 2025
Title: Innovations in HVAC Control by Jiayi Xiao
Introduction
Jiayi Xiao is an accomplished inventor based in Jinan, China. He has made significant contributions to the field of intelligent building adaptive control, particularly in the area of heating, ventilation, and air conditioning (HVAC) systems. His innovative approach utilizes adaptive model predictive control to enhance the efficiency and effectiveness of HVAC operations.
Latest Patents
Jiayi Xiao holds a patent for a "Method and system for controlling heating, ventilation, and air conditioning system in buildings based on adaptive model predictive control." This patent describes a method that involves acquiring operation data of the HVAC under various working conditions and performing preprocessing on the acquired data. The process includes calculating a marginal fitness measure (MAD) for each data point and obtaining a global fitness measure (GAD) to classify the current operation states of the system. By adopting adaptive control strategies based on these classifications, the system can optimize its performance.
Career Highlights
Jiayi Xiao is affiliated with Shandong University, where he continues to advance research in intelligent building technologies. His work has garnered attention for its practical applications in improving energy efficiency and comfort in building environments.
Collaborations
Jiayi collaborates with notable colleagues, including Xinli Wang and Xiaohong Yin, who contribute to his research endeavors and innovations in HVAC systems.
Conclusion
Jiayi Xiao's contributions to HVAC control through adaptive model predictive control represent a significant advancement in intelligent building technologies. His innovative methods are poised to enhance the efficiency of HVAC systems, benefiting both energy conservation and occupant comfort.