Welcome to Xunyuan's Research Group Website

Our group's research interests are in the areas of efficient and fault-tolerant process monitoring and control, process decomposition, data-driven and hybrid process modeling, fault diagnosis and cyber-attack detection of complex process networks. We are also exploring the applications of our findings to complex industrial processes, which include but are not limited to post-combustion CO2 capture plants, pharmaceutical manufacturing, highly-integrated petrochemical processes, wastewater treatment plants, smart irrigation systems, etc. 

In the School of Chemistry, Chemical Engineering and Biotechnology at Nanyang Technological University (NTU), we are establishing a vibrant multidisciplinary research program that synergistically fuses control theory, machine learning, and network theory.  Our research is synergistic with the growing area of "Smart and Digital Manufacturing" and will lead to improved safety, production consistency, environmental sustainability and profitability of modern industrial processes.