Research Projects

My research interests include topics in data analytics and statistical signal processing, energy and power systems, control theory, and optimization, where I am interested in extracting essential parsimonious models and low-dimensional structures of high-dimensional dynamical systems and big matrix-structured data sets. Below is a list of some of my recent research projects. For more details on each project, click on the corresponding link.

Sparse Spatio-Temporal Forecasting

Aggregation of Flexible Loads for Demand Response

Compressive Sensing and Sparse Signal Processing

Cyber Data Attacks and Anomaly Detection

Data Analytics in Intelligent Transportation Systems

Solid-Oxide Fuel Cell Systems, Model Reduction and Predictive Control