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Technical Program 2022

The Society of Petrophysicists and Well Log Analysts

SPWLA 63rd Annual Symposium

June 11-15, 2022– Stavanger, Norway

MONDAY – June 13th

8:00 Opening Remarks – ChairmanMathias Horstmann, Schlumberger

8:20 Keynote Speaker – Ms. Kristin Fejerskov Kragseth, CEO of Petoro

9:00 Introduction of Technical Sessions – Vice President of Technology – Carlos Torres-Verdín

9:20 Break (45 mins)

10:05 Session 1 (Energy Hall 1)

SPECIAL ORGANIZED SESSION: SURFACE LOGGING TECHNOLOGY IN THE ERA OF DIGITALIZATION AND NEW ENERGIES

Chairperson: Tao Yang (Equinor)
Co-Chairpersons: Ilaria De Santo (Schlumberger) and Priscila Caldas (Halliburton)

Sponsored by: Lundin Energy

10:05 Introduction to the Session (5 minutes)

10:10 SPWLA-2022-0006 Decoding Nonproductive & Asphaltene Rich Intervals in Conventional Castic Reservoirs while Drilling; Maneesh Pisharat, Schlumberger; Rolando di Primio and Øyvind Stirø, Lundin Energy Norway; Yon Blanco, Julian J. Pop, Shahnawaz Molla, Karim Bondabou, Reda Karoum, and Soraya Betancourt, Schlumberger.

10:30 SPWLA-2022-0007 Unlock Large Potentials of Standard Mud Gas for Real-Time Fluid Typing; Tao Yang, Knut Uleberg, Alexandra Cely, Gulnar Yerkinkyzy, Sandrine Donnadieu, and Vegard Thom Kristiansen, Equinor ASA.

10:50 SPWLA-2022-0008 Key Role of Regearing Mud Gas Logging for Natural H2 Exploration; Dariusz Strąpoć, Mahdi Ammar, Nick Abolins, and Aleksandar Gligorijevic, Schlumberger.

11:10 SPWLA-2022-0009 Real-Time Fluid Identification From Integrating Advanced Mud Gas and Petrophysical Logs; Margarete Kopal, Gulnar Yerkinkyzy, Marianne Therese Nygård, Alexandra Cely, Frode Ungar, Sandrine Donnadieu, and Tao Yang, Equinor ASA, Norway.

11:30 SPWLA-2022-0010 Mud-Gas Data-Based Qualitative to Semi-Quantitative Near-Realtime Petrophysical Analysis Contributes Crucial Information for Critical Decisions in Realtime Reservoir Navigation; Nicklas Ritzmann and Svenja Erdmann, Baker Hughes.

10:05 Session 2 (Energy Hall 2)

FORMATION EVALUATION OF CONVENTIONAL RESERVOIRS I: CASE STUDIES

Chairpersons: Tom Bradley (Baker Hughes)
Co-Chairperson: Nils Andre Aarseth (AkerBP)

Sponsored by: AkerBP

10:05 Introduction to the Session (5 minutes)

10:10 SPWLA-2022-0058 A New Approach to Model Saturation Below Free Water Level, A Case Study From a Giant Reservoir in the Middle East; Syofvas Syofyan, ADNOC Onshore; Christophe Darous and Ishan Raina, Schlumberger; Asma Hassan Ali Bal Baheeth, Saif Ghanim Al-Shamsi, Fitra Adlan and Ashraf Lotfy El Gazar, ADNOC Onshore. 

10:30 SPWLA-2022-0111 Vendor-Independent Stochastic Inversion Models of Azimuthal Resistivity LWD Data, Case Studies From the Norwegian Continental Shelf; Danil Nemuschenko, Alexandra Zaputlyaeva, Mikhail Sviridov, and Igor Kuvaev, ROGII Inc.

10:50 SPWLA-2022-0061 Improving Reservoir Exposure in Thin Heterogeneous Carbonera Formation With the New Multilayer Mapping-While-Drilling Technology: A Case Study; Egor Kovarskiy, Guillermo Cuadros, Zoriana Snovida, Eliana Beltran and Ettore Mirto, Schlumberger.

11:10 SPWLA-2022-0019 Improving the Calculation of Petrophysical Properties in Vugular Carbonates Using Logs and Rock Samples: A Case Study in a Brazilian Pre-salt Well; Lucas Abreu Blanes de Oliveira, Leonardo Gonçalves, Bernardo Coutinho Camilo dos Santos, Willian Andrighetto Trevizan, and Rodolfo Araujo Victor, Petróbras.

11:30 SPWLA-2022-0119 Ultra-Deep 3D Electromagnetic Inversion for Anisotropy, a Guide to Understanding Complex Fluid Boundaries in a Turbidite Reservoir; Nigel Clegg, Supriya Sinha, and Karol Riofrio Rodriguez, Arthur Walmsely, Halliburton; Stig Stig Sviland-Østre, Theodor Lien, and Joanna Mouatt, Aker BP; David Marchant and Christoph Schwarzbach, Computational Geosciences Inc.

11:50 – 1:00 LUNCH (Annual Business Meeting and Luncheon)

1:00 Session 3 (Energy Hall 1)

SPECIAL ORGANIZED SESSION: DISTRIBUTED FIBER OPTICS FOR FORMATION EVALUATION

Chairperson: Isabelle Pellegrini (Ziebel)
Co-Chairperson: Garth Naldrett (Silixa)

Sponsored by: Schlumberger

1:00 Introduction to the Session (5 minutes)

1:05 SPWLA-2022-0011 Comparison of Raman, Brillouin, and Rayleigh Distributed Temperature Measurements in High-Rate Wells; Brian C. Seabrook, ExxonMobil Upstream Research Co.; Andreas Ellmauthaler, Michel LeBlanc, Mikko Jaaskelainen, John L. Maida, and Glenn A. Wilson, Halliburton.

1:25 SPWLA-2022-0012 Full-Waveform Inversion of Fiber-Optic VSP Data From Deviated Wells; Olga Podgornova, Pierre Bettinelli, Lin Liang, and Joel Le Calvez, Schlumberger; Scott Leaney, SLRDC (formerly Schlumberger); Marco Perez, Parex (formerly Velvet); Ahmed Soliman, ENI.

1:45 SPWLA-2022-0013 Joint Well Integrity Survey via a Hybrid Fiber-Optic DAS and DTS Sensing Cable, MultiArm Finger Calliper, and Magnetic Thickness Tools; Erick Jimenez, Veronique Mahue, Peter Dawson, Odam Ebokpo, Silixa Ltd; Cosmin Costin, Prospectiuni S.A.; Hendrik Rohler, Felicia Cristian, Costin Bunda, Petre Maxim, OMV Petrom.

2:05 Break (5 minutes)

2:10 SPWLA-2022-0014 Locating Microseismic Events and Determining Spatial Uncertainty Using 1C DAS Fiber Optic Strain Measurements or a Combination of 1C (DAS) and 3C (Geophones); Joël Le Calvez, Takashi Mizuno, Colin Wilson, Pierre Bettinelli, and Nicholas Fundytus, Schlumberger.

2:30 SPWLA-2022-0015 Multiphase Flow Rate Profiling With Uncertainty Through Distributed Temperature Sensing and Pulsed Neutron Oxygen Activation Modeling in Complex Wells; Marco Pirrone, Giuseppe Galli, and Roberta Marino, Eni S.p.A.

2:50 SPWLA-2022-0016 Signal Processing and Machine Learning for Effective Integration of Distributed Fiber Optic Sensing Data in Production Petrophysics; Alberto Mendoza, Çağrı Cerrahoğlu, Alessandro Delfino, and Martin Sundin, LYTT LTD.

1:00 Session 4 (Energy Hall 2)

DIELECTRIC MEASUREMENTS FOR IMPROVED FORMATION EVALUATION

Chairperson: Christopher Skelt (Independent Consultant)
Co-Chairperson: David Maggs (Schlumberger)

Sponsored by: Logtek/Petroware

1:00 Introduction to the Session (5 minutes)

1:05 SPWLA-2022-0022 Dielectric Inversion of LWD Propagation-Resistivity Tools for Formation Evaluation; Barbara I. Anderson, Frank Shray, James Hemingway, Eric Decoster, Peter R. Swinburne, and Scott J. Jacobsen, NoHiddenPay LLC.

1:25 SPWLA-2022-0002 A New Approach to Estimate Archie Parameters m and n Independently From Dielectric Measurements; Salah Al-Ofi, Baker Hughes; Shouxiang Ma, Saudi Aramco; Hasan Kesserwan and Guodong Jin, Baker Hughes.

1:45 SPWLA-2022-0117 Simultaneous Assessment of Water Saturation and Water Salinity From the Joint Multi-Frequency Interpretation of Real and Imaginary Parts of Dielectric Permittivity Measurements; Zulkuf Azizoglu and Zoya Heidari, The University of Texas at Austin; Leonardo Goncalves, Lucas Abreu Blanes de Oliveira, Moacyr Silva do Nascimento Neto, and Rodolfo Araujo Victor, Petrobras.

2:05 Break (5 minutes)

2:10 SPWLA-2022-0003 Context and Distribution Matrixes – One Path to Consistent and Efficient Handling of Uncertainty in Formation Evaluation; Kjetil Westeng and Yngve Bolstad Johansen, Aker BP.

2:30 SPWLA-2022-0004 Deep Salinity-Independent Water Saturation From Low-Frequency-Dielectric Rock Properties; Scott J. Jacobsen, NoHiddenPay LLC; Keith Bartenhagen, EOG Resources; Barbara I. Anderson, Frank Shray, James Hemingway, Eric Decoster, and Peter R. Swinburne, NoHiddenPay, LLC.

2:50 SPWLA-2022-0122 Successful Identification of Bypassed Pay Zones and Wet Sands, in a Mature Oil Field, Using Multi-Frequency Dielectric Logging and Advanced Radial Inversion Methods: A Case Study From Colombia; David Alfonso Serrano, Doris Patricia Ortiz, Tito Jose Acosta, Heliodoro Canarete, and Daniel Ricardo Cifuentes, Ecopetrol S.A.; Amer Hanif, Fei Le, Elton Frost Jr., Milton Mendez, and Luis Laguna; Baker Hughes.

3:10 Break (25 mins)

3:35 Session 5 (2nd Floor)

POSTER SESSION 1 (Session Time 3:40 – 4:05)

Chairpersons: Lori Hathon (University of Houston)
Co-Chairpersons: Michael T. Myers (University of Houston)

Sponsored by: Logtek/Petroware

3:35 Introduction to Poster Session No. 1 (5 minutes)

3:40 SPWLA-2022-0023 Focusing UDAR Inversion for Navigation in Quasi-Layered Formations; Danil Safin, Yuriy Antonov, and Arvi Cheryauka, Baker Hughes.

3:40 SPWLA-2022-0024 Mapping Injection Water Slumping and Reservoir Boundaries Using Real-Time ANN 2D Inversion of Extra Deep Azimuthal LWD Resistivity Measurements; Firdaus Bin Mohamed Noordin, Ibrahim Abdelgaffar Seddik, Maniesh Singh, Ayesha S. Al Meamari, Sami Abdalla AlSaadi, Saif Al Arfi, and Mariam N. M. Al Baloushi, ADNOC Onshore; Douglas Boyd and Nader Gerges, ADNOC Upstream; Dmitry Kushnir, Gleb Dyatlov, Yuriy Antonov, Asim Mumtaz, and Sanathoi Potshangbam, Baker Hughes.

3:40 SPWLA-2022-0025 Development of Comprehensive and Efficient DTS Interpretation Method for Fracture Diagnosis; Shohei Sakaida, Ding Zhu, and A. D. Hill, Texas A&M University.

3:40 SPWLA-2022-0026 Downhole Detection and Geological Prediction of Halite Cement; Richard Bootle, Consultant; Adam Moss, AKM Geoconsulting Ltd; Jenny Omma, Rockytpe.

3:40 SPWLA-2022-0027 Assessment of Water Saturation in Carbonate Formations Honoring Complex Pore Structure: A New Insight Into Physics-Based Calibration; Almostafa Alhadi, Zulkuf Azizoglu, and Zoya Heidari, The University of Texas at Austin.

3:40 SPWLA-2022-0028 Formation Permittivity and Conductivity Simulation From Petrophysical Volumetric Analysis; Scott J. Jacobsen, Eric Decoster, James Hemingway, Frank Shray, Barbara I. Anderson, and Peter R. Swinburne, NoHiddenPay, LLC.

3:40 SPWLA-2022-0029 Heavy End Analysis by Ultrahigh Resolution Mass Spectrometry in Oils and Tar in Two Adjacent Reservoirs; Mareike Noah, GEOS4; Rolando di Primio, Lundin; Julia Forsythe, Sabine Mehay, Shawn David Taylor, Vladimir Achourov, and Oliver C. Mullins, Schlumberger; Brian Horsfield, GEOS4.

3:40 SPWLA-2022-0030 Assessment of True Formation Resistivity and Water Saturation in Deeply Invaded Tight-Gas Sandstones Based on the Combined Numerical Simulation of Mud-Filtrate Invasion and Resistivity Logs; German Merletti, Salim Al Hajri, and Michael Rabinovich, BP; Russell Farmer, ADNOC; Mohamed Bennis and Carlos Torres-Verdín, The University of Texas at Austin.

3:40 SPWLA-2022-0031 Extended Fractional Flow Theory for Steady State Relative Permeability Experiments With Capillary End Effects – Transient Solutions and Time Scales; Pål Østebø Andersen, University of Stavanger.

3:40 SPWLA-2022-0080 Spatial Sensitivity Study Essential to Geosteering Interpretation; Jun Zhu, Yong Die, Yuanshi Tian, Yongyang Song, Shansen Yang, and Ting Yang, China National Logging Corporation; Yanjun Chen and John Zhou, Maxwell Dynamics Inc.

3:40 SPWLA-2022-0033 Sourceless LWD Borehole Acoustics: Field Testing the Concept; Alexei Bolshakov, Kristoffer Walker, Andee Marksamer, Lorelea Samano, and Andrew Reynolds, Chevron U.S.A. Inc.

4:10 Session 6 (Energy Hall 1)

FORMATION EVALUATION OF UNCONVENTIONAL RESERVOIRS

Chairperson: Javier L. Miranda (DeGolyer and MacNaughton)
Co-Chairperson: Irada Yusufova (Equinor)

Sponsored by: Baker Hughes

4:10 Introduction to the Session (5 minutes)

4:15 SPWLA-2022-0086 Integration Of Time-Lapse Geochemistry to Enhance Subsurface Characterization at Hydraulic Fracture Test Site II; Adam Turner, Catherine Donohue, and Alex Zumberge, GeoMark Research LTD.; Kanay Jerath and Daniel Rivas, Occidental.

4:35 SPWLA-2022-0085 Integrated Petrophysical Evaluation of Unconventional Formations, in the Delaware Basin, With a Customized NMR Acquisition; Mohammad Azeem Chohan, Rex Sy, and Milton Mendez, Baker Hughes; Stephanie Perry, GeoMark Research; Christopher Savage, Point Energy Partners.

4:55 SPWLA-2022-0084 Enhanced Assessment of Water Saturation in Organic-Rich Mudrocks Incorporating the Vertical Heterogeneity Through Resistivity Image Logs; Sabyasachi Dash and Zoya Heidari, The University of Texas at Austin.

5:15 SPWLA-2022-0083 A Multidisciplinary Approach to Unconventional Petrophysical Reservoir Integrated Saturation Measurements; Omar Reffell, Z. Harry Xie, and Humberto Carvajal-Ortiz, Core Laboratories LP.

5:35 SPWLA-2022-0088 Effects of Near-Wellbore Supercharging and Hydro-Mechanical Coupling on Pressure Response for Formation Testing While Drilling; Nian Peng, Tianshou Ma, Ping Chen, and Yu Qiao, State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University.

4:10 Session 7 (Energy Hall 2)

NEW BOREHOLE MEASUREMENT TECHNOLOGY

Chairperson: Marvin Rourke (GOWell)
Co-Chairperson: Vanessa Mendoza Barron (Shell)

Sponsored by: Halliburton

4:10 Introduction to the Session (5 minutes)

4:15 SPWLA-2022-0040 Cased Hole Logging: The Development and Field Results of a New Drillpipe-Conveyed Casing Inspection and Cement Mapping Tool; Andrew Hawthorn, Roger Steinsiek, and Shaela Rahman, Baker Hughes; Michael Andrew and Marcel Ngueguim, Equinor.

4:35 SPWLA-2022-0124 A Multi-Physics While-Drilling Tool Integrates Continuous Survey, Gamma Ray Image, Caliper Image, and More; Jiaxin Wang, Bogdan Wiecek, Matthew Leung, Tim Parker, and Rodney Marlow, Halliburton.

4:55 SPWLA-2022-0123 Technological Innovations for Hydraulic Fracturing Method for Stress Measurements With Wireline Formation Testers; Richard Jackson, Pierre-Yves Corre, David Becquet, Magdy Samir, Albert Ng, Sammy Haddad, and Ashers Partouche, Schlumberger.

5:15 SPWLA-2022-0041 Conceptual Through Casing Resistivity Tool and Its Prototype Results; Shanjun Li and Weishan Han, GeoPrance, LLC; Zhanshan Xiao and Haitao Hu, China Petroleum Logging Corporation.

5:35 SPWLA-2022-0094 A Novel Interpretation Model for Cased Hole Density Measurement;
Yulian Li and Qiong Zhang, University of Electronic Science and Technology of China; Ya Jin, Decheng Niu, and Yuexin Meng, China Oilfield Services Limited; Feng Liu, China National Offshore Oil Corporation; Yating Hu, University of Electronic Science and Technology of China.

5:55 End of 1st Day – Adjourn

TUESDAY – June 14th

8:00 Session 8 (Energy Hall 1)

SPECIAL ORGANIZED SESSION: A DECADE WITH UDAR TECHNOLOGY: STATUS OF LOOKAROUND AND LOOK-AHEAD APPLICATIONS AND FUTURE POTENTIAL

Chairpersons: Monica Vik Constable (Equinor)
Co-Chairpersons: Michael Rabinovich (BP)

Sponsored by: Equinor

8:00 Introduction to the Session (5 minutes)

8:05 SPWLA-2022-0044 The Impact of Ultra Deep Azimuthal Resistivity Technology on ENI Geosteering Workflow Evolution; Maurizio Mele, Filippo Chinellato, Andrea Leone, and Massimiliano Borghi, ENI S.p.A; Gianbattista Tosi and Jørn-AndersTveit, Vår Energi AS.

8:25 SPWLA-2022-0045 Past, Present, and Future Applications of Ultra-Deep Directional Resistivity Measurements: A Case History From the Norwegian Continental Shelf; Supriya Sinha, Arthur Walmsley, Nigel Clegg, and Brigido Vicuña, Halliburton; Andrew McGill, Téo Paiva dos Reis, Marianne Therese Nygård, Gunn Åshild Ulfsnes, Monica Vik Constable, Frank Antonsen, and Berit Ensted Danielsen, Equinor.

8:45 SPWLA-2022-0046 UDAR: Past, Present, and Future. An Operator’s Experience and Perspective on the Challenges and Opportunities in Applications With Ultra-Deep Resistivity Tools; John Bergeron, Michael Rabinovich, Murad Murtuzaliyev, Andy Ronald, and Elnur Binyatov, BP.

9:05 SPWLA-2022-0047 What Next After a Decade With Significant Advances in the Application of Deep Directional Measurements? Frank Antonsen, Berit Ensted Danielsen, Kåre Røsvik Jensen, Marta Prymak-Moyle, Jon Kåre Lotsberg, Maria Emilia Teixeira De Oliveira, and Monica Vik Constable, Equinor ASA.

9:25 SPWLA-2022-0048 The Journey of Reservoir Mapping While Drilling in Kuwait – What Was Learned, and What Is Needed for the Future; Nasser Faisal Al-Khalifa, Deepak Joshi, Mohammed Farouk Hassan, and Asheshwar Tiwary, Kuwait Oil Company; Ihsan T. Pasaribu, Mahmoud Siam, Chandan J. Keot, Schlumberger.

9:45 Break (25 minutes)

Session 9 (Energy Hall 1)

UDAR (ULTRA-DEEP AZIMUTHAL RESISTIVITY) TECHNOLOGY II

Chairperson: Jean-Michel Denichou (Schlumberger)
Co-Chairperson: Arthur Walmsley (Halliburton)

Sponsored by: AkerBP

10:10 SPWLA-2022-0049 A New Generation of LWD Geosteering Electromagnetic Resistivity Tool Providing Multi-Layered Bed Boundary Detection, Anisotropy Determination, and Azimuthal Resistivity Measurements for Accurate Well Placement and Formation Evaluation; Hsu-Hsiang (Mark) Wu, Alan Cull, Li Pan, Clint Lozinsky, Matthew Griffing, Yijing Fan, Alban Duriez, and Michael Bittar, Halliburton.

10:30 SPWLA-2022-0050 An Advanced Ultrahigh-Definition Directional Electromagnetic Propagation Logging Tool for Mapping While Drilling and Multilayered Formation Evaluation; Hui Xie, Keli Sun, Ettore Mirto, Joe Gremillion, Sarwa Tan, Kent Harms, Jianguo Liu, and Yao Feng, Schlumberger.

10:50 SPWLA-2022-0051 Precise Localization of Offset Wells Crossed With Deep Directional Resistivity Measurements; Michael Thiel, Haifeng Wang, Yong-Hua Chen, Mikhail Zaslavsky, Lin Liang, and JeanMichel Denichou, Schlumberger; Henning Hoeyland, Brian Gallager, and Nguyen Xuan Phong, Jadestone Energy.

11:10 SPWLA-2022-0052 Real-Time 3D Anisotropy Analysis Enables Lithology Identification at Distance; Ayman Elkhamry, Saudi Aramco; Ahmed Taher, Eduard Bikchandaev, and Mohamed Fouda, Halliburton.

8:00 Session 10 (Energy Hall 2)

FORMATION EVALUATION FOR CCUS, ENERGY TRANSITION, AND COMPLEX CARBONATES

Chairperson: Don Clarke (ExxonMobil)
Co-Chairperson: Solveig Riisøen (Hydrophilic)

Sponsored by: Hydrophilic

8:00 Introduction to the Session (5 minutes)

8:05 SPWLA-2022-0090 CCUS in Mature Fields: How Core-to-Log Data-Driven Analytics Enhances Mechanistic Models for the Purpose of Reservoir and Caprock Mineralogical Characterization; Marco Pirrone, Federica Di Maggio, Dario Reolon, Massimiliano Borghi, and Maurizio Mele, Eni S.p.A.

8:25 SPWLA-2022-0091 Characterization of Pulsed Neutron Responses to Monitor CCUS Projects; Luis F. Quintero, Weijun Guo, and Robert Gales, Halliburton.

8:45 SPWLA-2022-0053 Enabling Technologies for Dynamic Reservoir Evaluation and Extended Pressure Transient Testing for the Low Carbon Transition; Richard Jackson, Adriaan Gisolf, Francois Dubost, Chen Tao, Nataliya Mayzenberg, Ashers Partouche, Hadrien Dumont, and Hua Yu, Schlumberger.

9:05 SPWLA-2022-0059 A Step Change in Lower Shuaiba Reservoir Facies Interpretation Triggers New Discoveries; Rinat Lukmanov, Aryaf Amry, Fathiya Battashi, Nasser Ghazali, Mazin Amri and Khalsa Shukri, Petroleum Development Oman.

9:45 Break (25 minutes)

10:10 Session 11 (Energy Hall 2)

FORMATION EVALUATION UNDER COMPLEX ROCK AND FLUID CONDITIONS

Chairperson: Matthew Guy Reppert (Neptune Energy)
Co-Chairperson: Hendrik Rohler (OMV)

Sponsored by: Schlumberger

10:10 SPWLA-2022-0109 Naturally Fractured Carbonate Reservoir Characterization: A Case Study of a Mature High-Pour Point Oil Field in Hungary; Muhammad Nur Ali Akbar, István Nemes, Zsolt Bihari, Helga Soltész, Ágnes Bárány, László Tóth, Szabolcs Borka and György Ferincz, MOL Hungary.

10:30 SPWLA-2022-0108 Extracting More Value From Basic Cased Hole Services – Deriving Confident Formation Slowness Measurements From Simple Cement Evaluation Services; Tom Bradley, Baker Hughes and Brice Fortier, Equinor A.S.A.

10:50 SPWLA-2022-0060 Exploring the Downhole Waterways: Identification of the Sneaky Path of Water Through the Well Completion; Giuseppe Galli, Marco Pirrone, Nicola Pirola, and Luca Parodi, Eni S.p.A.; Maximiliano Guiducci and Maciej Kozlowski, Halliburton.

11:10 SPWLA-2022-0110 Shale Stability Modeling in Horizontal Section Using Synthetic Compressional and Shear Slowness: A Case Study From Duva, North Sea; Devendra Kumar, Schlumberger Norge AS; Renee Aleixo, Rutger Van der Vliet and Sylvain Clerc, Neptune Energy Norge; Joao Paulo Castagnoli, Diego Munoz Sanchez and Haitham Khalil Hassan, Schlumberger Norge AS.

11:30 LUNCH (Awards Presentation Luncheon)

12:40 Session 12 (Energy Hall 1)

SPECIAL ORGANIZED SESSION: NUCLEAR MAGNETIC RESONANCE OF CUTTINGS: MEASUREMENTS AND THEIR INTERPRETATION

Chairperson: Adam Haecker (Battelle Memorial Institute)
Co-Chairperson: Lalitha Venkataramanan (Schlumberger)

Sponsored by: Schlumberger

12:40 Introduction to the Session (5 minutes)

12:45 SPWLA-2022-0062 Validation of Porosity of NMR Cuttings; Michael J. Dick, Dragan Veselinovic, Taylor Kenney, and Derrick Green, Green Imaging Technologies.

1:05 SPWLA-2022-0063 Corrections and Extensions to the GRI Technique: Dual Imbibition, NMR, and SEM Image Analysis; Clara Palencia, Lori Hathon, and Michael Myers, University of Houston.

1:25 SPWLA-2022-0064 Evaluating the Effectiveness of Rock Cleaning; Gabriela Singer, Wei Shao and Songhua Chen, Halliburton; Phil Hawley and Z. Harry Xie and Core Laboratories; Shouxiang Mark Ma, Saudi Aramco.

1:45 SPWLA-2022-0065 Unconventional Drill Cuttings Analysis Using 23 MHZ 2-D NMR T1-T2 Mapping Techniques; Z. Harry Xie and Omar Reffell, Core Laboratories LP.

2:05 SPWLA-2022-0066 An Optimized NMR-Based Workflow for Accurate Porosity and Density Measurement of Drill Cuttings; Jin-Hong Chen, Stacey M. Althaus, and J. David Broyles, Aramco Americas; Mohammed Boudjatit, Saudi Aramco.

12:40 Session 13 (Energy Hall 2)

Automated Methods of Formation Evaluation I

Chairperson: Sarah Magdalena Birkeland (Equinor)
Co-Chairperson: Harry Xie (CoreLab)

Sponsored by: Equinor

12:40 Introduction to the Session (5 minutes)

12:45 SPWLA-2022-0021 Permeability Predictions From Dielectric Dispersion Logs Using Supervised Machine Learning: A Johan Sverdrup Field Example; Jan Henrik Norbisrath, Equinor.

1:05 SPWLA-2022-0067 A Comparative Study for Machine-Learning-Based Methods for Log Prediction; Vanessa Simoes, Hiren Maniar, Tao Zhao, Aria Abubakar and Ridvan Akkurt, Schlumberger.

1:25 SPWLA-2022-0018 Data-Driven Algorithms for Image-Based Rock Classification and Formation Evaluation in Formations With Rapid Spatial Variation in Rock Fabric; Andres Gonzalez and Zoya Heidari, The University of Texas at Austin; Olivier Lopez, Equinor.

1:45 SPWLA-2022-0068 Automatic Badlog Detection – A Key to Successful Digitalization in Subsurface; Kjetil Westeng, Aker BP; Flávia Dias Casagrande and Saghar Asadi, Inmeta; Peder Aursand, Nils André Aarseth, Tanya Kontsedal, and Håvard Kvåle Simonsen, Aker BP.

2:05 SPWLA-2022-0069 Class-Based Machine Learning for Intelligent Reservoir Characterization Over the Life Cycle of a Field in the North Sea; Subhadeep Sarkar, Mathias Horstmann and Vikas Jain, Schlumberger; Odd Senneseth and Renee Aleixo, Neptune Energy.

2:25 Break (25 minutes)

2:50 Session 14 (2nd Floor)

POSTER SESSION 2 (Session Time 2:55 – 3:20)

Chairperson: Sergey Alyaev (NORCE)
Co-Chairpersons: Nazanin Jahani (NORCE)

Sponsored by: Stratum Reservoir

2:50 Introduction to the Poster Session (5 minutes)

2:55 SPWLA-2022-0072 Quantifying Interfacial Interactions Between Minerals and Reservoir/Fracturing Fluids; Isa Silveira de Araujo and Zoya Heidari, The University of Texas at Austin.

2:55 SPWLA-2022-0073 Quantifying the Impacts of Rock Components and Their Spatial Distribution on Estimates of Hydrocarbon Reserves in Organic-Rich Mudrocks; Sabyasachi Dash and Zoya Heidari, The University of Texas at Austin.

2:55 SPWLA-2022-0074 Bridging Scales of Fracture Characterization Through Conventional Log Measurement; Amar Benaida and Nadjib Cherif, Sonatrach; Yasmina Bouzida, Gulzira Z. Zhunussova, Jeremy Riou, Tim Salter, and Eduardo A. Caeneuve, Baker Hughes.

2:55 SPWLA-2022-0075 A New Uranium Imaging Technique Based on Four-Detector LWD Natural Gamma Ray Spectrometry Logging Apparatus; Zhiyuan Liu, Feng Zhang, Qixuan Liang, and Jilin Fan, China University of Petroleum – East China; Zhen Yang, SINOPEC Matrix Corporation.

2:55 SPWLA-2022-0076 Defining Geologic Structure Encountered in Horizontal Well and Its Impact on Petrophysical Evaluation; Bo Su, China National Logging Corporation; Huafeng Ni and Zhongyuan Shi, CNPC Chuanqing Drilling Engineering Company Ltd.; Kecai Guo, Mingyu Lu, Yongdi Zhang, Haikun Ding, China National Logging Corporation; John Zhou, Maxwell Dynamics, Inc.

2:55 SPWLA-2022-0077 A Monitoring CO2 Method by the Dual Cross Section Pulsed Neutron Logging Technology in Heavy Oil Reservoirs; Jilin Fan, Feng Zhang, Lili Tian, Guiping Xiao, Hui Zhang, and Qunwei Fang, China University of Petroleum-East China.

2:55 SPWLA-2022-0078 A Novel Gamma-Thermal Neutron Evaluating Gas Saturation Method Using Pulsed Neutron Logging Tool With Dual-CLYC; Qixuan Liang, Feng Zhang, Junting Fan, Hui Zhang, and Weizheng Shang, China University of Petroleum – East China.

2:55 SPWLA-2022-0079 An Efficient and Effective Algorithm for Mapping Reservoir Boundaries; Peng Chen, Jun Wang, Jiaqi You, and Shijia Chen, China National Logging Corporation; Shanjun Li and John Zhou, Maxwell Dynamics, Inc.

2:55 SPWLA-2022-0081 Transient Electromagnetic Response of Electrode Excitation and Geometric Factors of Desired Signal; Xiaolin Zhu, Jiacheng Liu, and Jianguo Shen, Tianjin University; Yongjin Shen, Beijing Huahui GEOXPLORA Technology Co.Ltd.

2:55 SPWLA-2022-0082 Machine Learning for Determining Remaining Oil Saturation Based On C/O Spectral Logging in Multilayer String Cased Well; Fei Qiu, Feng Zhang, Zhiyuan Liu, Guiping Xiao, and Qunwei Fang, China University Of Petroleum – East China.

3:25 Session 15 (Energy Hall 1)

FORMATION EVALUATION OF CONVENTIONAL RESERVOIRS II: NEW INTERPRETATION

METHODS

Chairperson: Marco Pirrone (ENI)
Co-Chairperson: Lars Johan Fjell (Logtek)

Sponsored by: Logtek/Petroware

3:25 Introduction to the Session (5 minutes)

3:30 SPWLA-2022-0001 Generalizing the Geometrical Factor Theory; David Kennedy, QED-Petrophysics LLC.

3:50 SPWLA-2022-0037 Linking Acoustic, Electrical, and Hydraulic Tortuosity to Predict Permeability and Formation Factor; Vimal Saxena, RockLog Consultancy.

4:10 SPWLA-2022-0034 Integrated Analysis of NMR and Electrical Resistivity Measurements for Enhanced Assessment of Throat-Size Distribution, Permeability, and Capillary Pressure in Carbonate Formations: Well-Log-Based Application; Howard August, Zulkuf Azizoglu, and Zoya Heidari, The University of Texas at Austin; Leonardo Goncalves, Lucas Abreu Blanes de Oliveira, Moacyr Silva do Nasicmento Neto, and Rodolfo Araujo Victor, Petrobras.

4:30 Break (5 minutes)

4:35 SPWLA-2022-0035 Integrating the Thomas-Stieber Analysis With a Staged Differential Effective Medium Model for Saturation Interpretation of Thin-Bedded Shaly Sands; Andres Villarroel, Michael Myers, and Lori Hathon, University of Houston.

4:55 SPWLA-2022-0116 Quantifying the Effects of Heavy Minerals on Thermal Neutron Porosity in PermoCarboniferous Sandstone; Olusegun Akinyose and Tariq Alshaikhmubarak, Saudi Aramco; Marie Van Steene and Laurent Mosse, Schlumberger.

5:15 SPWLA-2022-0020 New Development in Pulsed Neutron Technologies to Enhance Faster Data Recovery and Reduce Operation Logging Time for Three-Phase Saturation Analysis; Roberto Nardiello, David Chace, Ian McGlynn, Pius Akagbosu, Salim Ouadah, and Vijay Ramaswamy,Baker Hughes Nigeria; Emmanuel Toumelin, Ajibola Oduwole, Matthew E. Ogofa, and Oyie Maureen Ekeng, Chevron Nigeria Limited.

3:25 Session 16 (Energy Hall 2)

AUTOMATED METHODS OF FORMATION EVALUATION II

Chairperson: Sanaz Javid (Lundin)
Co-Chairperson: John Zhou (MaxWell Dynamics)

Sponsored by: Lundin Energy

3:25 Introduction to the Session (5 minutes)

3:30 SPWLA-2022-0038 ML-Based Deconvolution Method Provides High Resolution Fast Inversion of Induction Log Data; Teruhiko Hagiwara, Aramco Americas.

3:50 SPWLA-2022-0103 Estimation of Matrix Properties From Geochemical Spectroscopy Logs Using Machine Learning; Vasileios-Marios Gkortsas, Paul Craddock and Jeffrey Miles, Schlumberger-Doll Research; Harish Datir and Lalitha Venkataramanan, Schlumberger.

4:10 SPWLA-2022-0056 Joint Inversion and Unsupervised Learning Applied to NMR Data Processing That Eliminates the Need for Regularization; Naveen Krishnaraj, Neaqtech; Michael Myers, University of Houston; Alon Arad, Automated Analytics, Lori Hathon, University of Houston; Xinmin Ge, China University of Petroleum.

4:30 Break (5 minutes)

4:35 SPWLA-2022-0125 Impact of Missing Data on Petrophysical Regression-Based Machine Learning Model Performance; Andrew McDonald, Lloyd’s Register.

4:55 SPWLA-2022-0127 Permeability Prediction With Integration of Log and Core Data of a South Tanzania Gas Field Using Artificial Intelligence Techniques; Patrick Kabwe, Tanzania Petroleum Development Corporation.

5:15 SPWLA-2022-0107 A Novel Automated Machine-Learning Model for Lithofacies Recognition; Jianhua Gao, Qiong Zhang, Yating Hu, Huilin Wu and Zaoyi Kang, University of Electronic Science and Technology of China.

5:35 End of 2nd Day – Adjourn

WEDNESDAY – June 15th

8:00 Session 17 (Energy Hall 1)

SPECIAL ORGANIZED SESSION: RECENT ADVANCES IN BOREHOLE IMAGE TECHNOLOGY AND INTERPRETATION

Chairperson: Christian Rambousek (Nimbuc Geoscience)
Co-chair: Peter Barrett (Halliburton)

Sponsored by: AkerBP

8:00 Introduction to the Session (5 minutes)

8:05 SPWLA-2022-0095 BHI Logs and ML Automated Pre-Salt Carbonate: Texture Recognition and Petrophysical Properties Propagation Using Image Log, Core Images and Porosity Permeability From Plugs; Barbara Quediman, Enrique Estrada, Radompon Sungkorn and Jonas Toelke, Halliburton.

8:25 SPWLA-2022-0096 Comprehending Complex Clastics: Consistent Real-Time Geological Borehole Imaging Independent of Drilling Fluid and Telemetry Limitations; Mathias Horstmann, Chandramani Shrivastava, and Adrian A., Rishav Goswami and Koushik Sikdar, Schlumberger; Beate Aas Bakke, Odd Aasheim, Terje Kollien, and Øyvind Stirø, Lundin Energy.

8:45 SPWLA-2022-0097 Automated Corrosion Analysis With Prior Domain Knowledge-Informed Neural Networks; Salma Benslimane, Josselin Kherroubi, Kamaljeet Singh, Jean-Luc Le Calvez, Thomas Berard, and Mikhail Lemarenko, Schlumberger.

9:05 SPWLA-2022-0098 Best Image: Deep Learning for Saliency Estimation Using Expert Rankings; Pontus Loviken, Nadege Bize-Forest, Daniel Quesada, Fatma Mahfoudh, and Josselin Kherroubi, Schlumberger.

9:25 SPWLA-2022-0099 Fracture Characterization Combining Borehole Acoustic Reflection Imaging and Geomechanical Analyses; Xiao-Ming Tang, China University of Petroleum (East); Pei-Chun Wang, CNOOC; Shengqing Li, China University of Petroleum (East); Lei Xiong, CNOOC; Hanlin Zhang, China University of Petroleum (East).

9:45 Break (25 minutes)

10:10 SPWLA-2022-0100 Defining Formation Complexity and Anisotropy With Logging-While-Drilling Dual Ultrasonic Images; Naoki Sakiyama, Matthew Blyth, Hiroaki Yamamoto, Mizuki Sagara, Sarwa Tan, Chandramani Shrivastava, Evgeniya Deger, and Hiroshi Nakajima, Schlumberger; Andrew Barry, Continental Resources; Mark G. Kittridge, Occidental.

10:30 SPWLA-2022-0101 Bridging the Gap Between Geologists and Drillers: LWD Ultrasonic Imaging Goes That Extra Mile; Nadege Bize-Forest, Arnaud Jarrot, Emmanuel Legendre, Daniel Quesada, Isabelle Le Nir, Chandramani Shrivastava, and Thilo M. Brill, Schlumberger.

10:50 SPWLA-2022-0102 Use of Impedivity and Permittivity-Dominated Images to Identify and Characterize Fractures in Altered Basement Rocks – A Case Study From the Norwegian North Sea; Sayyid Ahmad, Peter Barrett, Ahmed Fouda, Baris Guner, Venkat Jambunathan, and Eric Van Beest, Halliburton; István Nagy-Korodi and Botond Kemény, MOL; Jon Haugestaul, Three60 Energy; Ádám Spitzmüller, Independent Consultant.

11:10 SPWLA-2022-0106 Embedding Artificial Intelligence on LWD Images for Automated Drilling Optimization; Ana Escobar, Josselin Kherroubi, Daniel Quesada, Nadege Bize-Forest, Chandramani Shrivastava, Mathieu Tarrius and Exequiel Padin, Schlumberger.

8:00 Session 18 (Energy Hall 2)

SPECIALIZED BOREHOLE MEASUREMENT AND INTERPRETATION TECHNIQUES I

Chairperson: Robert Gales (Halliburton)
Co-Chairperson: Stefano Pruno (Stratum Reservoir)

Sponsored by: Stratum Reservoir

8:00 Introduction to the Session (5 minutes)

8:05 SPWLA-2022-0039 An Innovative and Reliable Method of Estimating Rock Strength From Drilling Data Acquired Downhole; Umesh Prasad, William Anthony Moss, David Gavia, Hatem Oueslati, and Amer Hanif, Baker Hughes; Paul Pastusek, ExxonMobil UIS.

8:25 SPWLA-2022-0120 Solving the Challenge of Acquiring Low UCS Cores for Quantitative Digital Rock Physics; Ian Draper and Tim Gill, Baker Hughes; Dmitry Lakshtanov, Jennie Cook, Yuliana Zapata, Robin Eve, Mark Lancaster, Nathan Lane, Dave Saucier, and Glen Gettemy, BP; Kevan Sincock, Independent (formerly BP).

8:45 SPWLA-2022-0121 Successful Cap Rock Stress Testing With a Wireline Straddle Packer Tool Configured With an Innovative Controlled Pressure Bleedoff Design; Olav-Magnar Nes, Egil Romsås Fjeldberg, and Nils-André Aarseth, Aker BP; Bob Engelman, Venkat Jambunathan, Michael Evans, and Tony van Zuilekom, Halliburton.

9:05 SPWLA-2022-0089 Subsurface Electromagnetic Frac & Flowback Response to Natural and Induced Fracture Networks; Amanda C. Reynolds, Nabiel Eldam, Chris Galle, and Brad Bacon, Encino Energy; Trevor Pugh, Jeffrey Chen, and Suresh Dande, ESG Solutions.

9:25 SPWLA-2022-0042 Connectivity Assessment of Heavily Compartmentalized Reservoirs: A New Workflow Introducing Areal Downhole Fluid Analysis and Data Integration; Tarek Mohamed and Carlos Torres-Verdín, The University of Texas at Austin; Oliver C. Mullins, Schlumberger.

9:45 Break (25 minutes)

10:10 Session 19 (Energy Hall 2)

SPECIALIZED BOREHOLE MEASUREMENT AND INTERPRETATION TECHNIQUES II

Chairperson: Iulian Hulea (Shell)
Co-Chairperson: Giuseppe Galli (ENI)

Sponsored by: Baker Hughes

10:10 SPWLA-2022-0043 Deep-Directional Resistivity Ranging for Near-Parallel Cased Well in Scenarios Either Vertical or Horizontal to Formation Layers; Yong-Hua Chen, Saad Omar, Lin Liang, and Diogo Salim, Schlumberger.

10:30 SPWLA-2022-0005 Quantification of Adsorption of Water on Clay Surfaces and Electrical Double Layer Properties Using Molecular Simulations; Isa Silveira de Araujo and Zoya Heidari, The University of Texas at Austin.

10:50 SPWLA-2022-0017 A New Method of Integrating Rockphysics and Geomechanics for Simulating Deformable and Permeable Behavior of Tight Carbonate for Optimised Reservoir Development; Umesh Prasad, Amer Hanif, and Pranjal K. Bhatt, Baker Hughes; Hayat Abdi Ibrahim Jibar, Karem Alejandra Khan, and Andi Ahmad Salahuddin, ADNOC Onshore.

11:10 SPWLA-2022-0104 Multi-Scale and Multi-Physics Quantitative Workflow for Integrated and Image Assisted Rock Classification in Complex Carbonate Formations; Andres Gonzalez and Zoya Heidari, The University of Texas at Austin.

11:30 LUNCH (Leadership Luncheon- Invitation Only)

12:40 Session 20 (Energy Hall 1)

SPECIALIZED BOREHOLE MEASUREMENT AND INTERPRETATION TECHNIQUES III

Chairperson: Marie Van Steene (Schlumberger)
Co-Chairpersons: Luis Quintero (Halliburton)

Sponsored by: Halliburton

12:40 SPWLA-2022-0036 Laboratory Investigation and Numerical Simulation of SP Suppression in Hydrocarbon Bearing Rocks; Joshua Bautista-Anguiano, Independent Consultant and Carlos Torres-Verdín, The University of Texas at Austin.

1:00 SPWLA-2022-0054 Flow Dependent Relative Permeability Scaling for Steady-State Two-Phase Flow in Porous Media: Laboratory Validation on a Microfluidic Network; Marios Valavanides, University of West Attica; Nikolaos Karadimitriou and Holger Steeb, University of Stuttgart.

1:20 SPWLA-2022-0055 Integrated Approach to Leak Detection Using High-Definition Electromagnetic Technology, Production Logging, and Ultrasonic Logs – A Case Study; Adesoji Adedamola, Diptaroop Chakraborty, and Ariel Sedlacek, Halliburton; Tshissola Tambwe, Neil Hay, Salomao Dode, Abel Cruz, Jose Rodrigues, Jose Nzau, Adriano Cunha, Olivio Mavuba, and Domingos Andrade, Sonangol.

1:40 SPWLA-2022-0057 New Iterative Resistivity Modelling Workflow Reduces Uncertainty in the Assessment of Water Saturation in Deeply-Invaded Reservoirs; German Merletti, Michael Rabinovich, Salim Al Hajri, William Dawson, BP; Russell Farmer, ADNOC; Joaquin Ambia and Carlos Torres-Verdín, The University of Texas at Austin.

2:00 SPWLA-2022-0092 Utilization of Digitalized Numerical Model Derived From Advanced Mud Gas Data for Low Cost Fluid Phase Identification, Derisking Drilling and Effective Completion Plan in Depleted Reservoir; Philip Shane Gerard Buckle, Abdul Faiz Haji Abdullah, and Nurhafizah Zaini, Brunei Shell Petroleum; Ivan Fornasier, Aleksandar Gligorijevic, Andrea Di Daniel, Gokarna Khanal, and Sridhar Vignaraja, Schlumberger.

2:20 Break (25 minutes)

12:40 Session 21 (Energy Hall 2)

AUTOMATED METHODS OF FORMATION EVALUATION III

Chairpersons: Shelby Plitzuweit (OXY)
Co-Chairpersons: Tegwyn Perkins (Lloyd’s Register)

Sponsored by: Lundin Energy

12:40 SPWLA-2022-0129 Unsupervised Facies Pattern Recognition of Brazilian Pre-Salt Carbonates Borehole Images; Laura Lima Angelo dos Santos, Nadege Bize-Forest, Giovanna de Fraga Carneiro, Adna Grazielly Paz de Vasconcelos, and Patrick Pereira Machado, Schlumberger.

1:00 SPWLA-2022-0128 Using Digital Rock Physics to Evaluate Novel Percussion Core Quality; Dmitry Lakshtanov, Yuliana Zapata, Dave Saucier, Jennie Cook, Robin Eve, Mark Lancaster, Nathan Lane, Glen Gettemy, BP; Kevan Sincock and Elizabeth Liu, Independent Consultants, Rosemarie Geetan, Bifrost Energy; Ian Draper and Tim Gill, Baker Hughes.

1:20 SPWLA-2022-0032 Machine Learning Assisted Prediction of Permeability of Tight Sandstones From Mercury Injection Capillary Pressure Tests; Jassem Abbasi, University of Stavanger; Jiuyu Zhao, China University of Petroleum; Sameer Ahmed, University of Stavanger; Jianchao Cai, China University of Petroleum; Pål Østebø Andersen, University of Stavanger; Liang Jiao, China University of Geosciences.

1:40 SPWLA-2022-0126 Norwegian Released Wells Project: Study Design, Material Preparation, Measurements, and Data Analysis; Odd Kolbjørnsen, Lundin Energy and University of Oslo; Erik Hammer, Lundin Energy; Stefano Pruno, Stratum Reservoir; Peter Wellsbury, Rockwash Geodata; Malgorzata Kusak, The Norwegian Oil and Gas Association.

2:00 SPWLA-2022-0105 Sonic Data Classification Using Supervised Machine-Learning Approach; Ting Lei, Schlumberger; Daniel Al Choboq, Artefact; Josselin Kherroubi, Lin Liang and Romain Prioul, Schlumberger.

2:20 Break (25 minutes)

2:45 Session 22 (Energy Hall 1)

SPECIAL ORGANIZED SESSION: DEEP LEARNING WITH HIGH-DIMENSIONAL PETROPHYSICAL DATA

Chairperson: Lalitha Venkataramanan (Schlumberger)
Co-Chairpersons: Songhua Chen (Halliburton)

Sponsored by: Halliburton

2:45 Introduction to the Session (5 minutes)

2:50 SPWLA-2022-0112 Sequential Multi-Realization Probabilistic Interpretation of Well Logs and Geological Prediction by a Deep-Learning Method; Sergey Alyaev, Adrian Ambrus, and Nazanin Jahani, NORCE Norwegian Research Centre; Ahmed H. Elsheikh, Heriot-Watt University.

3:10 SPWLA-2022-0113 Use of Symbolic Regression for Developing Petrophysical Interpretation Models; Songhua Chen, Wei Shao, and Huiwen Sheng, Halliburton; Hyung Kwak, Saudi Aramco.

3:30 SPWLA-2022-0114 Multi-Level Reservoir Identification with Logs Based on Machine Learning; Gang Luo, Lizhi Xiao, Guangzhi Liao, Sihui Luo, and Rongbo Shao, China University of Petroleum; Jun Zhou and Guojun Li, PetroChina Logging Co., Ltd.; Shengluan Hou and Jiewen Wu, Huawei Cloud Computing Technologies Co. Ltd.

3:50 SPWLA-2022-0115 Automatic Fracture Segmentation and Detection From Image Logging Using Mask R-CNN; Yubo Liu, Guangzhi Liao, Lizhi Xiao, Zhen Liang, Jiawei Zhang, Xinyu Zhang, Zhe Zhang, China University of Petroleum; Jun Zhou and Guojun Li, PetroChina Logging Co.

2:45 Session 23 (Energy Hall 2)

AUTOMATED METHODS OF FORMATION EVALUATION IV

Chairperson: Chandramani Shrivastava (Schlumberger)
Co-Chairperson: Nazanin Jahani (NORCE)

Sponsored by: Baker Hughes

2:45 Introduction to the Session (5 minutes)

2:50 SPWLA-2022-0071 Uncertainty in Automated Well Log Correlation Using Stochastic Dynamic Time Warping; Mustafa A. Al Ibrahim, Saudi Aramco.

3:10 SPWLA-2022-0070 Deep Learning for Multiwell Automatic Correction; Vanessa Simoes, Hiren Maniar, Aria Abubakar and Tao Zhao, Schlumberger.

3:30 SPWLA-2022-0087 A Quantitatively Determining Gas Saturation Method Using Pulsed-Neutron Element Logging in Tight Gas Reservoirs; Feng Zhang, Hui Zhang, Fei Qiu, and Qian Chen, School of Geosciences, China University of Petroleum – East China.

3:50 SPWLA-2022-0093 A Well Cementation Evaluation Method by the Azimuthal Gamma Combination With the Acoustic Logging in Horizontal Well; Jilin Fan, Feng Zhang, Xuelian Chen, Haochen Song, Luyu Zhong, Qian Chen, Meiling Zhang, China University of Petroleum-East China; Yuexiang Dai, China National Logging Corporation Xinjiang Branch.

4:10 Closing Remarks

4:30 End of 63rd Annual Symposium