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Proceedings Papers

Artificial Intelligence for Real-Time Monitoring of Fracture Driven Interactions and Simultaneous Completion Optimization

Hayley Stephenson, Thomas Nguyen, Glen Murrell, Alireza Shahkarami, Rob Klenner
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199967-MS
DOI: https://doi.org/10.2118/199967-MS
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Case Studies of Integrated Flowback Analysis: Examples from the Montney and Duvernay Formations

Christopher R. Clarkson, Jesse Williams-Kovacs, Zhenzihao Zhang, Bin Yuan, Amin Ghanizadeh, Hamidreza Hamdi, Arshad Islam
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199968-MS
DOI: https://doi.org/10.2118/199968-MS
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An Integrated Field and Simulation Study to Understand the Role of Shut-in on a Montney Well Performance

Taregh Soleiman Asl, Tamer Moussa, Obinna Ezulike, Hassan Dehghanpour
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199998-MS
DOI: https://doi.org/10.2118/199998-MS
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Machine Learning Interpretability Application to Optimize Well Completion in Montney

Yousef Sheikhi Garjan, Mehdi Ghaneezabadi
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200019-MS
DOI: https://doi.org/10.2118/200019-MS
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Development of a Ball Seat Event Recognition Algorithm with Convolutional Neural Network for the Real-Time Hydraulic Fracturing Analytics System

Yuchang Shen, Dingzhou Cao
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200003-MS
DOI: https://doi.org/10.2118/200003-MS
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Completion Optimization of Child Wells in a Depleted Environment, a Duvernay Example

Giselle Garcia Ferrer, Majid Faskhoodi, Alexey Zhmodik, Qiuguo Li, Herman Mukisa
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199986-MS
DOI: https://doi.org/10.2118/199986-MS
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Analysis of Communicating Multi-Fractured Horizontal Well Production Data Using the Dynamic Drainage Area Concept

Hossein Ahmadi, Christopher R. Clarkson, Hamidreza Hamdi, Hamid Behmanesh
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199987-MS
DOI: https://doi.org/10.2118/199987-MS
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Unlocking Completion Design Optimization Using an Augmented AI Approach

Zheren Ma, Ehsan Davani, Xiaodan Ma, Hanna Lee, Izzet Arslan, Xiang Zhai, Hamed Darabi, David Castineira
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200000-MS
DOI: https://doi.org/10.2118/200000-MS
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Learning from Behavioral Frac Maps: A Montney Case Study in Integration of Modern Microseismic and Production Data Analyses

Peyman Moradi, Doug Angus, Katie Jeziorski, Amanda Greig, Michael de Groot
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200021-MS
DOI: https://doi.org/10.2118/200021-MS
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Coupling Microseismic and Production Data Analysis to Optimize Well Spacing in Unconventional Reservoirs

Irina Nizkous, Peyman Moradi, Doug Angus, Katie Bosman
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200009-MS
DOI: https://doi.org/10.2118/200009-MS
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Quantitative Analysis of Inter-Well Communication in Tight Reservoirs: Examples from Montney Formation

Behjat Haghshenas, Farhad Qanbari
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199991-MS
DOI: https://doi.org/10.2118/199991-MS
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Can Wet Sand be Used for more than Building Sand Castles on the Beach?

Brian Dorfman, Matt Oehler, Kevin Fisher, Ian Wilson
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199975-MS
DOI: https://doi.org/10.2118/199975-MS
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Identification and Remediation of High Water Cut Stages in Multi-Stage Hydraulically Fractured Wells: A Case Study in the Midale Formation

John Jenkins, Charles Wrightson, Alexander Lafreniere, Matt Hogg
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199984-MS
DOI: https://doi.org/10.2118/199984-MS
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Improved Refracturing Evaluation Workflow: An Integrated Methodology Incorporating Advanced Geomechanical Modeling

Enric Ibáñez, Ricardo C. Bezerra de Melo, Yixin Wang, Yan Dong, José Alvarellos, M. R. Lakshmikantha, Christie Webb
Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199997-MS
DOI: https://doi.org/10.2118/199997-MS
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Need for Speed: Data Analytics Coupled to Reservoir Characterization Fast Tracks Well Completion Optimization

Piyush Pankaj, Steve Geetan, Richard MacDonald, Priyavrat Shukla, Abhishek Sharma, Samir Menasria, Tobias Judd
Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189790-MS
DOI: https://doi.org/10.2118/189790-MS
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Machine Learning Applied to Optimize Duvernay Well Performance

Braden Bowie
Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189823-MS
DOI: https://doi.org/10.2118/189823-MS
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Estimation of Petrophysical Properties of Tight Rocks from Drill Cuttings Using Image Analysis: An Integrated Laboratory-Based Approach

C. P. Vocke, H. J. Deglint, C. R. Clarkson, C.. Debuhr, A.. Ghanizadeh, S.. Hazell, M.. Bustin
Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189825-MS
DOI: https://doi.org/10.2118/189825-MS
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Data-Based Smart Model for Real Time Liquid Loading Diagnostics in Marcellus Shale via Machine Learning

Amir Ansari, Ebrahim Fathi, Fatemeh Belyadi, Ali Takbiri-Borujeni, Hoss Belyadi
Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189808-MS
DOI: https://doi.org/10.2118/189808-MS
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Asset Evaluation Utilizing Multi-Variate Statistics Integrating Data-Mining, Completion Optimization, and Geology Focused on Multi-Bench Shale Plays

Abhishek Gaurav, Edward J. Gibbon, Timothy M. Roberson
Paper presented at the SPE Unconventional Resources Conference, February 15–16, 2017
Paper Number: SPE-185018-MS
DOI: https://doi.org/10.2118/185018-MS
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Bayesian History-Matching and Probabilistic Forecasting for Tight and Shale Wells

Hamidreza Hamdi, Mario Costa Sousa, Hamid Behmanesh
Paper presented at the SPE Unconventional Resources Conference, February 15–16, 2017
Paper Number: SPE-185082-MS
DOI: https://doi.org/10.2118/185082-MS
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