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Information Management and Systems
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Proceedings Papers
Into the Unknown: Expert System Guides Energy Transition Strategy
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214458-MS
Proceedings Papers
A Reinforcement Learning Approach for Real-Time Autonomous Decision-Making in Well Construction
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214465-MS
Proceedings Papers
Environomics Framework for Sustainable Business Practices: Industrial Case Studies on True Impact Reduction and Process Optimization Through AI
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214459-MS
Proceedings Papers
Enhancing Drilling Operations Through Edge Analytics: Evaluation of IIoT Architecture for Remote Rig Automation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214477-MS
Proceedings Papers
Application of Data-Mining Algorithms to Parameterize Static and Dynamic Models
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214476-MS
Proceedings Papers
A Novel High-Speed AI-Physics Hybrid Model to Predict the Reservoir Behavior; A Case Study
Available to PurchaseAli Qubian, Mohammed Ahmad Zekraoui, Sina Mohajeri, Emad Mortezazadeh, Reza Eslahi, Maryam Bakhtiari, Abrar Al Dabbous, Asma Al Sagheer, Ali Alizadeh, Mostafa Zeinali
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214475-MS
Proceedings Papers
Physics-Informed Neural Networks and Capacitance-Resistance Model: Fast and Accurate Oil and Water Production Forecast Using End-to-End Architecture
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214461-MS
Proceedings Papers
Leveraging AI for Inventory Management and Accurate Forecast – An Industrial Field Study
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214457-MS
Proceedings Papers
Case Study: Predicting Electrical Submersible Pump Failures Using Artificial Intelligence and Physics-Based Hybrid Models
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214462-MS
Proceedings Papers
Using Nonlinear Least Squares Method & Techniques to Predict Drilling Performance Based on Learning Curve Equation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214466-MS
Proceedings Papers
AI in Hydraulic Fracturing: The Journey from Guessing to Certainty
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214463-MS
Proceedings Papers
Standardizing and Automating Well Log Data Sources in Subsurface Applications
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214478-MS
Proceedings Papers
Development of an Artificial Neural Network Model and an Empirical Correlation for Predicting the Isobaric Instantaneous Thermal Expansion Coefficient of Crude Oils
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214473-MS
Proceedings Papers
Advisory System for Drilling Optimization Using Artificial Intelligence and In-Cutter Sensing Data
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214468-MS
Proceedings Papers
Discriminating Shale Layers by Pseudo CGR Logs Created Using Artificial Intelligence
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208663-MS
Proceedings Papers
AI for Production Forecasting and Optimization of Gas Wells: A Case Study on a Gas Field in Oman
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208658-MS
Proceedings Papers
The Necessity for Collaboration Between Data Scientists and Domain Experts
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208634-MS
Proceedings Papers
Evaluation of Machine Learning Methods for Prediction of Multiphase Production Rates
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208648-MS
Proceedings Papers
Deep Learning Enabled Deblurring of Computed Tomography Images of Porous Media
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208665-MS
Proceedings Papers
Creating Opportunities for Successful Artificial Intelligence Applications in the Upstream Petroleum Industry
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208875-MS
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