Research

Dr. Ye’s research laboratory¬† is centered around several key areas including intelligent electronics design, sensor data analytics, power electronics and power systems, electric machines, and advanced control algorithms. She has pioneered innovative approaches such as physics-guided data analytics and advanced control techniques to enhance the cyber-physical security, reliability, and resilience of critical systems. Leveraging her profound expertise in hardware and testbed development, her work spans across a wide range of applications including biomedical systems, smart grids, manufacturing systems, and electrified transportation. Currently, her research is sponsored by multiple funding agencies such as the National Science Foundation (NSF), the Department of Energy (DOE), the Department of Defense (DOD), and Southern Company.