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Author:

Mallapragada, Goutham

Title:

A language theoretic framework for decision and control of autonomous systems

Graduate Program:

Mechanical Engineering

Keywords:

Robotics
Language Measure
Discrete-Event Systems
Path Planning
Navigation
Symbolic Dynamics
Pattern Recognition

File:

Download Goutham-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
William Kenneth Jenkins, Committee Member
Joseph Francis Horn, Committee Member
Ishanu Chattopadhyay, Committee Member

Author:

Chakraborty, Subhadeep

Title:

Symbolic Identification of Dynamical Systems: Theory and Experimental Validation

Graduate Program:

Mechanical Engineering

Keywords:

Fault Detection and Isolation
Symbolic Dynamics
System Identification
Time Series Data Analysis
PMSM
C-MAPSS
Refractory Failure in Slagging Gasifiers

File:

Download Thesis.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Matthew M Mench, Committee Member
Jeffrey Scott Mayer, Committee Member
Shashi Phoha, Committee Member

Author:

GUPTA, SHALABH

Title:

Behavioral Pattern Identification for Structural Health Monitoring in Complex Systems

Graduate Program:

Mechanical Engineering

Keywords:

Life Extending Control
Flexible Mechanical Couplings
Pulse Combustors
Stochastic Behavior
Life Estimation
Thermodynamic Formalism
Complex Systems
Symbolic Dynamics
Signal Processing
Pattern Identification
Structural Health Monitoring
Fatigue Damage
Anomaly Detection
Fault Diagnosis and Prognosis

File:

Download ShalabhGuptaThesis.pdf

Committee Members:

Asok Ray, Committee Chair/Co-Chair
Anil Kamalakant Kulkarni, Committee Member
Donald Albert Koss, Committee Member
Jeffrey Scott Mayer, Committee Member
Eric Keller, Committee Member

Author:

Rajagopalan, Venkatesh

Title:

Symbolic Dynamic Filtering of Complex Systems

Graduate Program:

Electrical Engineering

Keywords:

Markov Modeling
Anomaly Detection
Symbolic Dynamics

File:

Download Venkatesh-Dissertation.pdf

Committee Members:

Jeffrey Scott Mayer, Committee Chair/Co-Chair
Asok Ray, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Marc Carpino, 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