Junjian Qi
FUNDED BY NSF (2020 - 2025)
The goal of this CAREER project is to initiate a new data-driven research direction for studying cascading failure and power system resilience and develop systematic, transformative theoretical foundations and algorithmic techniques for data-driven cascading failure analysis, prevention, and intervention, addressing the inherent limitations of existing approaches, refreshing the understanding of real-world cascading failure, and providing tools to analyze, prevent, and finally intervene cascading failures. Network science, statistical inference, data science, and deep learning will be seamlessly integrated with power system domain knowledge in order to obtain a unique solution to the very challenging problem.