A Data-Driven Approach for System Approximation and Set Point Optimization, with a Focus in HVAC Systems
Xiao Qin
Jan 2014
Xiao Qin
Xiao Qin graduated with his Ph.D. in Electrical and Computer Engineering in 2014 from the University of Arizona. His research interests focused in embedded systems, system modeling, and machine learning. He participated in the NSF I-Corps project with Prof. Jonathan Sprinkle and they won the “Best Team” Award in 2012. Upon graduation he accepted a position at Microchip.
Publications & Pages
A Data-Driven Linear Approximation of HVAC Utilization for Predictive Control and Optimization
Xiao Qin, Susan Lysecky, Jonathan Sprinkle
IEEE Transactions on Control Systems Technology
Jan 2014
A Modular Framework to Enable Rapid Evaluation and Exploration of Energy Management Methods in Smart Home Platforms
Xiao Qin, Lin Lin, Susan Lysecky, Janet Roveda, Young-Jun Son, Jonathan Sprinkle
Energy Systems
Jan 2014