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Author:

Zhou, Jing

Title:

Stochastic Semistability with Application to Stochastic Consensus

Graduate Program:

Mechanical Engineering

Keywords:

nontangency
stochastic semistability
consensus algorithm
stochastic system
almost sure Lyapunov stability
random networks
almost sure convergence
stochastic Lyapunov function
Monte Carlo simulation

File:

Download JingZhou-PhD-Thesis.pdf

Committee Members:

Qian Wang, Dissertation Advisor/Co-Advisor
Qian Wang, Committee Chair/Co-Chair
Asok Ray, Committee Member
Christopher Rahn, Committee Member
Jack Langelaan, Committee Member

Author:

Yasar, Murat

Title:

HYBRID SUPERVISORY CONTROL OF COMPLEX DYNAMICAL SYSTEMS

Graduate Program:

Mechanical Engineering

Keywords:

supervisory control
discrete event systems
aircraft propulsion
c4isr

File:

Download MuratYasar_Dissertation.pdf

Committee Members:

Asok Ray, Committee Chair/Co-Chair
Joseph Francis Horn, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Christopher Rahn, Committee Member
Jeffrey Scott Mayer, Committee Member

Author:

Shen, Zheng

Title:

Control-Oriented Modeling, State-Of-Charge, State-Of-Health, And Parameter Estimation Of Batteries

Graduate Program:

Mechanical Engineering

Keywords:

Battery
Ritz Method
State-Of-Charge (SOC)
State-Of-Health (SOH)
Parameter Estimation
Solid Phase Diffusivity

File:

Download ZhengDissertation_final.pdf

Committee Members:

Christopher Rahn, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Member
Constantino Manuel Lagoa, Committee Member
Donghai Wang, Committee Member

Author:

Sarkar, Soumalya

Title:

Hierarchical Symbolic Perception in Dynamic Data Driven Application Systems

Graduate Program:

Mechanical Engineering

Keywords:

Symbolic Dynamics
Data Driven
Hierarchical approach
Multi-scale analysis
Combustion Instability
Fault detection

File:

Download Dissertation_Soumalya_Sarkar_final.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Christopher Rahn, Committee Member
Daniel Connell Haworth, Committee Member
Shashi Phoha, Committee Member
Thomas Wettergren, Committee Member
Karen Ann Thole, Committee Member

Author:

Li, Yue

Title:

ADAPTIVE INFORMATION EXTRACTION FROM COMPLEX SYSTEMS VIA SYMBOLIC TIME SERIES ANALYSIS

Graduate Program:

Mechanical Engineering

Keywords:

Symbolic time series analysis
Hidden Markov modeling
Pattern recognition
Finite-state Automaton
Information Fusion
Sensor Networks
Battery SOC estimation
Battery SOH estimation
Recursive Bayes Filter
Image processing

File:

Download YueLi-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Hosam Kadry Fathy, Committee Member
Shashi Phoha, Outside Member
Minghui Zhu, Outside Member
Thomas Wettergren, Committee Member

Author:

Jha, Devesh Kumar

Title:

Learning and Decision Optimization in Data-Driven Autonomous Systems

Graduate Program:

Mechanical Engineering

Keywords:

Autonomous Systems
Machine Learning
Markov Modeling
Combustion Instability
Decision Making
Motion Planning

File:

Download Devesh-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Thomas Wettergren, Committee Member
Minghui Zhu, Outside Member
Jan Severin Reimann, Outside Member
Abhishek Srivastav, Special Member

Author:

Chattopadhyay, Pritthi

Title:

Data-Driven Modeling and Pattern Recognition of Dynamical Systems

Graduate Program:

Mechanical Engineering

Keywords:

data-driven modeling
time series analysis

File:

Download PhD_Dissertation_PritthiChattopadhyay.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Minghui Zhu, Committee Member
Shashi Phoha, Outside Member