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Open Access

Author:: Yue, Wenting
Title:: DEVELOPMENT OF A PRODUCTION DATA ANALYSIS MODEL AND ITS APPLICATION IN A PRODUCING OIL RESERVOIR
Graduate Program:: Energy and Mineral Engineering
Keywords:: production data analysis
Ensemble Kalman Filter
Whole-field evaluation
Reservoir simulation
history matching
File:: Download Wenting_Ph.D._Dissertation.pdf
Committee Members:: John Yilin Wang, Dissertation Advisor/Co-Advisor
John Yilin Wang, Committee Chair/Co-Chair
Turgay Ertekin, Committee Member
Li Li, Committee Member
Steven Greybush, Outside Member

Open Access

Author:: Zhang, Zhenzihao
Title:: Predicting Petrophysical Properties From Rate-Transient Data: An Artificial Intelligence Application
Graduate Program:: Petroleum and Mineral Engineering
Keywords:: Relative Permeability
Capillary Pressure
Permeability
Artificial Neural Network
Rate-Transient Data
Petrophysical Properties
File:: Download Dissertation_ZhenzihaoZhang_20170713.pdf
Committee Members:: Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
John Yilin Wang, Committee Member
Hamid Emami-Meybodi, Committee Member
Ming Xiao, Outside Member

Open Access

Author:: Zhou, Qiumei
Title:: ANALYSIS OF NATURAL GAS PRODUCTION AND FRACTURE FLUIDS FLOWBACK IN MARCELLUS SHALE USING DATA MINING APPROACHES
Graduate Program:: Energy and Mineral Engineering
Keywords:: Marcellus Shale
Data Mining
Fracture Flowback
File:: Download PS_Thesis_template_version_19_Qiumei_Zhou.pdf
Committee Members:: John Yilin Wang, Dissertation Advisor/Co-Advisor
John Yilin Wang, Committee Chair/Co-Chair
Turgay Ertekin, Committee Member
Andrew Kleit, Committee Member
Terry Engelder, Outside Member
Yitian Xiao, Special Member

Open Access

Author:: Putcha, Venkataramana B
Title:: INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION
Graduate Program:: Energy and Mineral Engineering
Keywords:: numerical simulation
machine learning
gas lift
neural networks
petroleum
production
optimization
File:: Download Venkat_Dissertation_Final.pdf
Committee Members:: Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Eugene C Morgan, Committee Member
Kamesh Madduri, Committee Member
Sridhar Anandakrishnan, Outside Member

Open Access

Author:: Zhang, Jian
Title:: Development of Automated Neuro-Simulation Protocols for Pressure and Rate Transient Analysis Applications
Graduate Program:: Energy and Mineral Engineering
Keywords:: Neuro-Simulation
Machine Learning
Neural Network
Numerical Reservoir Simulation
Pressure Transient Analysis
Rate Transient Analysis
File:: Download Dissertation.pdf
Committee Members:: Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Sanjay Srinivasan, Committee Member
Li Li, Committee Member
Kultegin Aydin, Outside Member

Open Access

Author:: Sun, Qian
Title:: The Development of an Artificial-Neural-Network-Based Toolbox for Screening and Optimization of Enhanced Oil Recovery Projects
Graduate Program:: Energy and Mineral Engineering
Keywords:: Artificial neural network
Enhanced oil recovery
Proxy models
Particle swarm optimization
Graphical user interface
Artificial neural network
Enhanced oil recovery
Proxy models
Particle swarm optimization
Graphical user interface
File:: Download SunQian_Dissertation_ETD.pdf
Committee Members:: Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Luis F. Ayala H., Committee Member
Eugene Morgan, Committee Member
C. Lee Giles, Outside Member

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