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
Tag: support vector machines
Secure Intelligent Architectures for Coordinating Agile Microgrids Research
Overview
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.
Active Research Projects
Applications
Research is concerned with developing concepts, techniques, and tools for enabling the design of secure and effective multi-agent systems for agile microgrids:
- Combine cyber security, secure software, and system design, distributed control, and computational modeling to achieve a resilient and reliable control system design for agile microgrids.
- Design and implement multi-agent system incorporating advanced distributed controls, intrinsic cyber security and safety.
- Develop simulation-based microgrid design tools that utilize advanced in secure multi-agent distributed control to assist in microgrid development projects involving variable sources and controlled loads
