Area of Expertise
- Algorithms for learning the structure of Bayesian networks
- Local causal discovery methods for identification of parents and children or Markov Blankets
- Methods for variable selection on high-dimensional data sets
Agile microgrids allow variable, distributed sources and loads to effectively interoperate over a broad range of conditions. Enabling large numbers of autonomously-managed micro-generators and loads must be accomplished through information-intensive architectures that create significant challenges regarding coordination and cyber security.
Research is concerned with developing concepts, techniques, and tools for enabling the design of secure and effective multi-agent systems for agile microgrids: