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Start Over Graduate Program Electrical Engineering Committee Member Minghui Zhu

1. Robust Dynamical Model-based Data Representations and Structuring of Time Series Data for In-sequence Localization

open_access
Open Access
Author:
Laftchiev, Emil Ivanov
Title:
Robust Dynamical Model-based Data Representations and Structuring of Time Series Data for In-sequence Localization
Graduate Program:
Electrical Engineering
Keywords:
Data Dimension Reduction
Stochastic Programming
Multi-dimensional Data Representation
In-Sequence Localization
File:
Download Emil_Laftchiev-Dissertation_11_20_2014.PDF
Committee Members:
Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Sean Brennan, Dissertation Advisor/Co-Advisor
Minghui Zhu, Committee Member
John F Doherty, Committee Member
Christopher Rahn, Committee Member

2. From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments

open_access
Open Access
Author:
Bekiroglu, Korkut
Title:
From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments
Graduate Program:
Electrical Engineering
Keywords:
Adaptive Intervention
Robust Treatment Design
System Identification
Atomic Norm
min-max Structured Robust Optimization
File:
Download Korkut_Dissertation.pdf
Committee Members:
Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Kenneth Jenkins, Committee Member
Stephanie Trea Lanza, Committee Member
Necdet S Aybat, Special Member

3. Enhancements to the Floquet Method for Analysis and Design of Power Converter Systems

open_access
Open Access
Author:
He, Mu
Title:
Enhancements to the Floquet Method for Analysis and Design of Power Converter Systems
Graduate Program:
Electrical Engineering
Keywords:
Floquet Method
Power Converter Systems
Design Optimization
Genetic Algorithms
File:
Download Dissertation_Mu_He.pdf
Committee Members:
Jeffrey Scott Mayer, Dissertation Advisor/Co-Advisor
Jeffrey Scott Mayer, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Minghui Zhu, Committee Member
Alok Sinha, Outside Member

4. Convex Approximation of Chance Constrained Optimization Problems: Application in System and Control

open_access
Open Access
Author:
Mohammadzadeh Jasour, Ashkan
Title:
Convex Approximation of Chance Constrained Optimization Problems: Application in System and Control
Graduate Program:
Electrical Engineering
Keywords:
Chance Constrained
Convex Optimization
Semidefinite Programming
Measure and Moments
Polynomials
Sum of Squares Optimization
Duality
File:
Download Ashkan-Dissertation.pdf
Committee Members:
Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Chair/Co-Chair
Vishal Monga, Committee Member
Minghui Zhu, Committee Member
Antonios Armaou, Outside Member
Alexei Novikov, Committee Member

5. VELOCITY BASED POTENTIAL FIELD METHOD FOR COLLISION AVOIDANCE OF AUTONOMOUS AERIAL VEHICLES

open_access
Open Access
Author:
Lakhmani, Sagar
Title:
VELOCITY BASED POTENTIAL FIELD METHOD FOR COLLISION AVOIDANCE OF AUTONOMOUS AERIAL VEHICLES
Graduate Program:
Electrical Engineering
Keywords:
Potential fields
Drones
UAV
Velocity bases approach
Collision avoidance
Aerial Vehicles
Robotics
Path planning
File:
Download Sagar_Lakhmani_MS_Thesis.pdf
Committee Members:
Minghui Zhu, Thesis Advisor/Co-Advisor
Alan Richard Wagner, Thesis Advisor/Co-Advisor

6. Distributed Control of Cyber-physical Systems: Security, Economics, and Smart grid

open_access
Open Access
Author:
Kim, Hunmin
Title:
Distributed Control of Cyber-physical Systems: Security, Economics, and Smart grid
Graduate Program:
Electrical Engineering
Keywords:
Cyber-physical systems
Distributed control
File:
Download Thesis_Hunmin_Kim.pdf
Committee Members:
Minghui Zhu, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Nilanjan Ray Chaudhuri, Committee Member
Asok Ray, Committee Member
Asok Ray, Outside Member

8. Wide-Area Power Oscillation Damping using Wind Farms in a Networked Controlled Future Smart Grid

open_access
Open Access
Author:
Yogarathinam, Amirthagunaraj
Title:
Wide-Area Power Oscillation Damping using Wind Farms in a Networked Controlled Future Smart Grid
Graduate Program:
Electrical Engineering
Keywords:
Networked control systems (NCS)
cyberphysical system (CPS)
smart grid
phasor measurement unit (PMU)
wide-area measurement
electromechanical oscillations
observer-driven reduced copy (ORC)
wind farm
data-dropouts
Gilbert-Elliott model
Balanced truncation (BT)
Iterative Rational Krylov Algorithm (IRKA)
model reduction
multi-input multi-output (MIMO)
power grid
Model-based Control
File:
Download Amirthagunaraj-Dissertation_final.pdf
Committee Members:
Nilanjan Ray Chauduri, Dissertation Advisor/Co-Advisor
Nilanjan Ray Chauduri, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Mehdi Kiani, Committee Member
James D. Freihaut, Outside Member

9. Regularized Deep Networks For Inverse Problems In Image Processing And Vision

open_access
Open Access
Author:
Guo, Tiantong
Title:
Regularized Deep Networks For Inverse Problems In Image Processing And Vision
Graduate Program:
Electrical Engineering
Keywords:
Regularized Deep Networks
Inverse Problems
Image Processing
Computer Vision
File:
Download tt_dissertation.pdf
Committee Members:
Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Robert Collins, Committee Member
Minghui Zhu, Committee Member
Necdet S Aybat, Outside Member
Kultegin Aydin, Program Head/Chair

10. Reinforcement learning for adaptive cyber defense: Algorithms, analysis and experiments

open_access
Open Access
Author:
Hu, Zhisheng
Title:
Reinforcement learning for adaptive cyber defense: Algorithms, analysis and experiments
Graduate Program:
Electrical Engineering
Keywords:
Reinforcement learning
Adaptive cyber defense
File:
Download Hu_Dissertation.pdf
Committee Members:
Minghui Zhu, Dissertation Advisor/Co-Advisor
Minghui Zhu, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Sencun Zhu, Committee Member
Peng Liu, Outside Member
Kultegin Aydin, Program Head/Chair