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Author:

Rothenberger, Michael J

Title:

Optimal Input Shaping for Fisher Identifiability of Control-Oriented Lithium-Ion Battery Models

Graduate Program:

Mechanical Engineering

Keywords:

Fisher identifiability optimization
battery parameter estimation
lithium-ion battery
optimal input shaping

File:

Download Rothenberger_Dissertation.pdf

Committee Members:

Hosam Kadry Fathy, Dissertation Advisor/Co-Advisor
Sean Brennan, Committee Member
Joel Robert Anstrom, Special Member
Christopher Rahn, Committee Member
Jack W Langelaan, Committee Member

Author:

Wilson, Andrew J

Title:

Energy Management and Battery Testing for the Analysis of a Diesel-electric Hybrid Locomotive Powertrain

Graduate Program:

Mechanical Engineering

Keywords:

hybrid
locomotive
powertrain
optimal control
energy management
battery
HIL
SIL
hardware-in-the-loop

File:

Download Wilson_MS_Thesis_Final.pdf

Committee Members:

Christopher Rahn, Thesis Advisor/Co-Advisor
Hosam Kadry Fathy, Thesis Advisor/Co-Advisor
Mary I Frecker, Thesis Advisor/Co-Advisor

Author:

Jung, Yun-sik

Title:

Parameter Identification on Reduced-order Models of Li-ion Batteries with Experimental Validation

Graduate Program:

Mechanical Engineering

Keywords:

li-ion battery
equivalent circuit model (ECM)
single particle model (SPM)
battery management system (BMS)

File:

Download Yunsik_Jung.pdf

Committee Members:

Hosam Kadry Fathy, Thesis Advisor/Co-Advisor

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:

Islam, Md Mahbubul

Title:

Reactive Molecular Dynamics Simulations of Lithium Secondary Batteries - Interfaces and Electrodes

Graduate Program:

Mechanical Engineering

Keywords:

eReaxFF
ReaxFF
Reactive molecular dynamics
Solid eletrolyte interphase
Lithium-sulfur battery
Lithium-ion battery

File:

Download dissertation_Mahbub.pdf

Committee Members:

Adrianus C Van Duin, Dissertation Advisor/Co-Advisor
Adrianus C Van Duin, Committee Chair/Co-Chair
Donghai Wang, Committee Member
Hosam Kadry Fathy, Committee Member
Lasse Jensen, Outside Member