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Author:

Chandrayan, Ameya Pradeep

Title:

Multi-agent Based Intelligent Distributed Control Of A Hardware-in-the-loop Microgrid Test-bed

Graduate Program:

Electrical Engineering

Keywords:

Smart Grids
Microgrids
Multi-agent system
distributed control

File:

Download 1-Ameya_Chandrayan_-_Masters_Thesis.pdf

Committee Members:

Peter Idowu, Thesis Advisor/Co-Advisor
Scott Van Tonningen, Thesis Advisor/Co-Advisor
Seth Wolpert, Thesis Advisor/Co-Advisor
Jeremy Joseph Blum, Thesis Advisor/Co-Advisor

Author:

Suryadevara, Raja

Title:

Intelligent Operation and Control of Microgrids Using Multiple Reinforcement Learning Agents

Graduate Program:

Electrical Engineering

Keywords:

Reinforcement Learning
DDPG
DQN
Microgrids
Frequency Control
Excitation Control

File:

Download Raja_Thesis.pdf

Committee Members:

Peter Idowu, Thesis Advisor/Co-Advisor
Rafic A Bachnak, Professor in Charge/Director of Graduate Studies
Wolfram Bettermann, Committee Member

Author:

Nandakumar, Apoorva

Title:

Data-driven modeling, analysis and control of non-linear transient dynamics of microgrids

Graduate Program:

Electrical Engineering

Keywords:

Data-driven modeling
Sparse Identification
Microgrids
Model Predictive Control
Transient Dynamics
Unbalanced Operations
Deep Neural Networks

File:

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Committee Members:

Madhavan Swaminathan, Program Head/Chair
Minghui Zhu, Major Field Member
Bin Li, Major Field Member
Yan Li, Chair & Dissertation Advisor
Daning Huang, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member