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Open Access

Author:: Srivastav, Abhishek
Title:: Collaboration and Pattern Recognition in Distributed Sensor Networks: A statistical mechanics based approach
Graduate Program:: Mechanical Engineering
Keywords:: Symbolic dynamics
Statistical mechanics
Information gain
Markov random fields
Sensor networks
Anomaly detection
Probabilisitc finite state automata
File:: Download AbhishekSrivastav_PhDDissertation_11222009.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Shashi Phoha, Committee Member
Mark Levi, Committee Member

Open Access

Author:: Singh, Dheeraj Sharan
Title:: DETECTION, ESTIMATION, AND CHARACTERIZATION OF FATIGUE DAMAGE IN POLYCRYSTALLINE-ALLOY STRUCTURES
Graduate Program:: Mechanical Engineering
Keywords:: Surface Deformation
Ultrasonic NonDestructive Evaluation
Structural Health Monitoring
Condition Monitoring
Remaining Life Estimation
Pattern Recognition
Fatigue Damage Diagnosis
File:: Download DheerajSharanSingh-Dissertation.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Matthew M Mench, Committee Member
Jeffrey Scott Mayer, Committee Member
Shashi Phoha, Committee Member
Shalabh Gupta, Committee Member

Open Access

Author:: Keller, Eric Evans
Title:: REAL-TIME SENSING OF FATIGUE CRACK DAMAGE FOR INFORMATION-BASED DECISION AND CONTROL
Graduate Program:: Mechanical Engineering
Keywords:: damage
ultrasonic
fatigue crack
File:: Download thesis.pdf
Committee Members:: Donald Albert Koss, Committee Member
Asok Ray, Committee Chair/Co-Chair
Eric Russell Marsh, Committee Member
Shashi Phoha, Committee Member
Marc Carpino, Committee Member

Open Access

Author:: Mukherjee, Kushal
Title:: SUPERVISORY DECISION AND CONTROL OF LARGE-SCALE MULTI-AGENT SYSTEMS
Graduate Program:: Mechanical Engineering
Keywords:: multi-agent systems
sensor networks
pattern classification
symbolic dynamics
sonar image
statistical mechanics
task allocation
optimization
File:: Download Mukherjee_Thesis.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Jeffrey Scott Mayer, Committee Member
Shashi Phoha, Committee Member
Thomas A Wettergren, Committee Member

Open Access

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

Open Access

Author:: Sarkar, Soumik
Title:: AUTONOMOUS PERCEPTION AND DECISION MAKING IN CYBER-PHYSICAL SYSTEMS
Graduate Program:: Mechanical Engineering
Keywords:: Machine learning
Fault diagnosis
Gas turbine engine
Network science
File:: Download soumik_thesis.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Shashi Phoha, Committee Member
Mark Levi, Committee Member
Jainendra Jain, Committee Member
Thomas Wettergren, Committee Member
Karen Ann Thole, Committee Member

Open Access

Author:: Wang, Xi
Title:: Quantitative Measure of Regular Languages for Supervisory Control of Engineering Applications
Graduate Program:: Mechanical Engineering
Keywords:: coordinated robotics
behavior-based robotics
quantitative measure
regular language
discrete-event system
supervisory control
File:: Download XiWang-Dissertation.pdf
Committee Members:: Asok Ray, Committee Chair/Co-Chair
Shashi Phoha, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Prof Mark Carpino, Committee Member
John Metzner, Committee Member

Open Access

Author:: Wen, Yicheng
Title:: Heterogeneous Sensor Fusion in Sensor Networks: A Language-theoretic Approach
Graduate Program:: Mechanical Engineering
Keywords:: wireless sensor network
pattern recognition
Information fusion
File:: Download thesis.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Shashi Phoha, Committee Chair/Co-Chair
Qiang Du, Committee Member
Alok Sinha, Committee Member
Qian Wang, Committee Member
Ishanu Chattopadhyay, Committee Member

Open Access

Author:: Jin, Xin
Title:: Situation Awareness and Adaptive Decision-Making in Autonomous Systems via Symbolic Learning
Graduate Program:: Mechanical Engineering
Keywords:: situation awareness
decision making
autonomous system
machine learning
autonomous navigation
sensor fusion
File:: Download Dissertation_XinJin_Final.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Jeffrey Scott Mayer, Committee Member
Shashi Phoha, Committee Member
Alok Sinha, Committee Member
Thomas Wettergren, Special Member

Open Access

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

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