1. Data-driven modeling, analysis and control of non-linear transient dynamics of microgrids Restricted (Penn State Only) Author: Nandakumar, Apoorva Title: Data-driven modeling, analysis and control of non-linear transient dynamics of microgrids Graduate Program: Electrical Engineering (PHD) Keywords: Data-driven modelingSparse IdentificationMicrogridsModel Predictive ControlTransient DynamicsUnbalanced OperationsDeep Neural Networks File: Login to Download Committee Members: Madhavan Swaminathan, Program Head/ChairMinghui Zhu, Major Field MemberBin Li, Major Field MemberYan Li, Chair & Dissertation AdvisorDaning Huang, Outside Unit & Field MemberNilanjan Ray Chaudhuri, Major Field Member