Funding

The research work is supported by grants from National Science Foundation (NSF) (including 2012 NSF CAREER award), Department of Defense (DoD), Department of Energy (DoE), Power Systems Engineering Research Center (PSERC), and Iowa Energy Center.

  • Army Research ARC/GVSC: Reinforcement Learning Approach to CPS Vehicle Reenvisioning 2020-2022
  • NSF CPS: Medium: Data-driven Causality Mapping, System Identification and Dynamics Characterization for Future Power Grid, 2019-2022
  • NSF, ECCS, Collaborative Research: Dynamic data analytics for the Power Grid via Koopman and Perron- Frobenius Operator, 2020-2023
  • DoE, Sensor enabled data driven predictive analytics for modeling and control with high penetration of DERs in distribution system, 2017-2020
  • PSERC, Real Time Synchrophasor Measurement Based Voltage Stability Monitoring and Control, 2015-2017
  • NSF, CPS: Synergy: Collaborative Research: A Unified System Theoretic Framework for Cyber Attack-Resilient Power Grid, 2013-2016
  • Iowa Energy Center, Smart sensory membrance for wind turbine blades, 2013-2016
  • NSF CAREER Award, stability analysis and control of uncertain network system in nonequilibrium, 2012-2017
  • NSF, CMMI, Analysis and control of complex behavior, linear transfer operator approach, 2008-2011
  • NSF ECCS, Fundamental limitation and complex dynamics in nonlinear network system with uncertainty, 2010-2013
  • NSF, CMMI, Analysis and control of complex behavior, linear transfer operator approach, 2008-2011
  • PSERC,PMU-based real time stability monitoring of power systems, 2012-2014.
  • DoD STTR, Phase I and II (Collaborating Company VSI Aerospace, Ames IA) Tools for dynamic analysis, simulation, and design of control surface with free play