OMAE2022-79623 A Deep Learning Model for Rate of Penetration Prediction and Drilling Performance Optimization Using Genetic Algorithm (English)
- New search for: Erge, Oney
- New search for: Ozbayoglu, Murat
- New search for: Ozbayoglu, Evren
- New search for: Erge, Oney
- New search for: Ozbayoglu, Murat
- New search for: Ozbayoglu, Evren
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ISBN:
- Conference paper / Print
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Title:OMAE2022-79623 A Deep Learning Model for Rate of Penetration Prediction and Drilling Performance Optimization Using Genetic Algorithm
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Contributors:
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Conference:ASME International Conference on Ocean, Offshore & Arctic Engineering ; 41. ; 2022 ; Hamburg
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Published in:
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Publisher:
- New search for: the American Society of Mechanical Engineers
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Place of publication:New York, N.Y.
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Publication date:2022
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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OMAE2022-78539 Optimization and Design of Separate Layer Fracturing in Tight Low Permeability Sandstone Gas Reservoir: An Case StudyZhang, Lufeng / Li, Fengxia / Wang, Haibo / Wang, Jie et al. | 2022
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OMAE2022-78535 Development of Low Carbon Dioxide Intensive Rock-Based Geopolymers for Well Sementing Applications — One-Part GeopolymerOmran, Mohamed / Khalifeh, Mahmoud et al. | 2022
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OMAE2022-80858 Feasibility of Riser Emergency Disconnections During Drilling MPD Operations With Surface Back PressureRicha, Luan / Venero, Germain / Carvalho, Roberto et al. | 2022
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OMAE2022-79747 Global Optimization Workflow for Offshore Drilling Rate of Penetration With Dynamic Drilling Log DataCao, Jie / Ren, Hui / Sui, Dan et al. | 2022
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OMAE2022-78633 Order Reduction of a Transient Model of Viscous Pressure Loss Gradient in Laminar Flow for Non-Newtonian Fluid Flowing in Circular PipesCayeux, Eric et al. | 2022
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OMAE2022-78020 Application of New Viscoelastic Acidizing of Diverting Technology in Horizontal Wells of Tarim OilfieldWang, Jie / Jiang, Houshun / Xu, Hualei et al. | 2022
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OMAE2022-78021 Research on Air-Foam/Polymer-Based Profile Control and Flooding Technology in Jeterogeneous ReservoirsWang, Jie / Jiang, Houshun / Yang, Hong / Zhang, Lufeng et al. | 2022
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OMAE2022-81273 Oil and Gas Technologies as Key Elements for a Viable Deep Sea Mining IndustryTjaland, Egil / Ellefmo, Steinar Løve / Aasly, Kurt / Gjersvik, Tor Berge / Fichler, Christine et al. | 2022
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OMAE2022-81113 Expanded Vermiculite Blended Foamed Cement Composite for Geothermal Wells Cementing and Its High Temperature AdaptabilityZhou, Wei / Wang, Chengwen / Lu, Haoxin et al. | 2022
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OMAE2022-78266 Experimental Bench-Scale Study on Cuttings-Bed Erosion in Horizontal WellsPedrosa, Camilo / Lund, Bjernar / Ytrehus, Jan David / Opedal, Nils / Saasen, Arild et al. | 2022
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OMAE2022-79610 Development of Guar Gum Fracturing Fluid With Temperature Resistance of 150°C and Specific Gravity of 1.0-1.2g/m3Xue, Meng / Liyan, Zhu / Yongchang, Zhao / Zhishuo, Chen / Abulimiti, Waili / Erdong, Yao et al. | 2022
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OMAE2022-78451 Modeling and Algorithm Development for Well Trajectory Plan and Real-Time Trajectory ControlJerez, Luis Saavedra / Sui, Dan et al. | 2022
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OMAE2022-78031 Optimal Design of Polymer Gel Profile Control for Gaskule E31 Deep ReservoirXu, Hualei / Jiang, Houshun / Wang, Jie et al. | 2022
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OMAE2022-78751 Experimental Study on Temporary Plugging Diverting Acidification of Heterogeneous Sandstone ReservoirsNan, Zhao / Liwei, Zhang / Rongjun, Wang / Qing, Wang / Mengchuan, Zhang / Erdong, Yao / Bo, Wang et al. | 2022
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OMAE2022-79775 Pore-Scale Investigation on Dynamic Permeability Characterization of Hydrate-Bearing SedimentsChen, Mingqiang / Li, Qingping / Lyu, Xin / Fan, Qi / Ge, Yang / Lyu, Chaohui et al. | 2022
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OMAE2022-81330 Towards a Market and Industrially Driven Green Transition of the Norweaian Oil and Sas IndustrySkorpa, Ragnhild / Sørum, Lars / Ytrehus, Jan David et al. | 2022
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OMAE2022-81340 Optimization of Oil Recovery and CO2 Sequestration in Tight Reservoirs During CO2 WAG Flooding With Hydraulic FractureLi, Bao Zhen / Zhang, Jian / Kang, Xiaodong / Wang, Liqgi / Tang, Engao / Zhou, Wensheng et al. | 2022
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OMAE2022-78423 Unsupervised Machine Learning: A Well Planning Tool for the FutureBatruny, Peter / Robinson, Tim et al. | 2022
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OMAE2022-81450 Mitigation of Barite Sagging for Proper Well Control: Lab Investigation and Field ApplicationWagle, Vikrant / AlYami, Abdullah et al. | 2022
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OMAE2022-78532 Physic Based Approach for Solid Transport in Deviated and Horizontal WellPurwandari, Sartika D. / Lund, Bjernar / Hovda, Sigve et al. | 2022
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OMAE2022-79074 Evaluation and Understanding the Potential of Enhanced Oil Recovery for a Candidate Offshore Sandstone FieldQi, Chuangchuang / Rabbani, Aneesa ljaz / Suboyin, Abhijith / Ponnambathayil, Jassim Abubacker / Rahman, Motiur / Haroun, Mohamed / Ma, Qisheng / Gibrata, Muhammad A. / Rouis, Lamia / Djanuar, Yanfidra et al. | 2022
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OMAE2022-78802 Operational Planning and Power Management System for Offshore Platform With Wind Energy Supply - Impacts on CO2 Reduction and Power QualitySvendsen, Harald G. / Holdyk, Andrzej / Vrana, Til Kristian / Mosgren, Idun Runde / Wiik, Jan et al. | 2022
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OMAE2022-79908 Experimental Study on Asphaltene Deposition Characteristics in Yudong Block of Yingmaili OilfieldXu, Hang / Zhou, Fujian / Li, Yuan / Zhu, Liyan / Bai, Hao / Yao, Erdong et al. | 2022
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OMAE2022-80314 Design and Demonstration of Autonomous Directional Drilling With a Miniature Scale RigSteinstø, Magnus / Hansnar, Gaute / Gjersdal, Benedicte / Skretting, Trygve Mikal Viga / Pavlov, Alexey / Florence, Fred et al. | 2022
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OMAE2022-78634 Long-Term Mechanical Properties of Barrier Materials for Cementing Operations — Analysis of Morphology and Micro-StructureKamali, Mohammadreza / Khalifeh, Mahmoud / Saasen, Arild / Moreira, Paulo Henrique Silva Santos et al. | 2022
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OMAE2022-80010 Phase Behavior Modeling for Carbon Dioxide/Brine Mixtures Using PR EOS and Huron-Vidal Mixing RuleSun, Ziting / Li, Huazhou et al. | 2022
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OMAE2022-81225 Integrated Optimization of Hybrid Steam-Solvent Processes in a Post-CHOPS Reservoir With Consideration of Wormhole NetworksZhao, Min / Yang, Daoyong et al. | 2022
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OMAE2022-78394 Transient Cuttings Transport for Real-Time SystemsAragall, Roger / Starostin, Alexander / May, Roland / Dahl, Thomas et al. | 2022
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OMAE2022-80748 Safety Evaluation Technique of Annular Pressure in Offshore High-Temperature High-Pressure Gas WellsLi, Yanjun / Liu, Shujie / Gao, Deli / Zhang, Zhi / Long, Yang et al. | 2022
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OMAE2022-79502 Somparison of Lost Circulation Material Sealing Effectiveness in Water-Based and Oil-Based Drilling Fluids and Under Conditions of Mechanical Shear and High Differential PressuresKlungtvedt, Karl Ronny / Saasen, Arild et al. | 2022
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OMAE2022-78339 Modeling and Analysis of Non-Rotating Damping Subs for Removing Torsional Vibrations in DrillingAmbrus, Adrian / Aarsnes, Ulf Jakob F. / Cayeux, Eric / Mihai, Rodica et al. | 2022
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OMAE2022-78621 Experimental Study of Displacement Flows in a Vertical Eccentric AnnulusZhang, Ruizi / Jung, Heeseok / Renteria, Alondra / Frigaard, lan et al. | 2022
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OMAE2022-78523 Development of a Permeability Reduction Model Using Deep Learning for CO2 Hydrate StorageYamaguchi, Alan Junji / Sato, Toru / Tobase, Takaomi / Wei, Xinran / Huang, Lin / Zhang, Jia / Bian, Jiang / Liu, Tie-Yan et al. | 2022
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OMAE2022-80939 Development of New Inhibited Spacer for Cementing OperationAlkhalaf, Sara / Al-Yami, Abdullah / Wagle, Vikrant / Al-Safran, Ali et al. | 2022
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OMAE2022-81453 Establishing New Guidelines for Stability Testing of Cementing Mix FluidsAl-Yami, Abdullah / Wagle, Vikrant et al. | 2022
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OMAE2022-79623 A Deep Learning Model for Rate of Penetration Prediction and Drilling Performance Optimization Using Genetic AlgorithmErge, Oney / Ozbayoglu, Murat / Ozbayoglu, Evren et al. | 2022
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OMAE2022-80569 Picking the Optimum Directional Drilling Technology (RSS vs PDM): A Machine ModelNour, Muhammad / Farahat, Mohamed S. / Mahmoud, Omar et al. | 2022
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OMAE2022-80570 The Influence of Directional Well Azimuth on Bit Performance: A Statistical ApproachNour, Muhammad / Farahat, Mohamed S. / Mahmoud, Omar et al. | 2022
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OMAE2022-79250 Challenges in the Implementation of the Air Injection EOR Method: The Venezuelan ExperienceRodriguez, M. Fernancelys et al. | 2022
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OMAE2022-79290 Plug Cementing StabilityVogl, Anastasia / Waldal, Nile / Sarmadi, Parisa / Fershtman, Adam / Mitishita, Rodrigo S. / Frigaard, lan A. et al. | 2022
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OMAE2022-81074 Flowability of Dry and Water Wet Barite PowderSkorpa, Ragnhild / Feneuil, Blandine / Hafenbrädl, Franz Otto von / Ratnayake, Chandana et al. | 2022
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OMAE2022-79249 A Novel Approach in Modelling Fluid Flow in Unconventional Reservoirs Incorporating Viscous, Inertial, Diffusion, Desorption and Advection Forces ContributionsAldhuhoori, Mohammed / Belhaj, Hadi / Ghosh, Bisweswar / Alkuwaiti, Hamda et al. | 2022
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OMAE2022-80645 Offshore Wind Farms and Isolated Oil and Gas Platforms: Perspectives and PossibilitiesMota, Daniel dos Santos / Alves, Erick Fernando / Sanchez-Acevedo, Santiago / Svendsen, Harald G. / Tedeschi, Elisabetta et al. | 2022
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OMALZ022-80561 Effects of Rheological Properties on Primary Cementing of Irregular Horizontal WellsSarmadi, Darisa / Frigaard, lan A. et al. | 2022
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OMAE2022-78427 Well Path Design Using Q-Learning Algorithms and Bezier Curves With Obstacles AvoidanceCao, Jie / Chowdhury, Samiul Ehsan / Wiktorski, Tomasz / Sui, Dan et al. | 2022
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OMAE2022-79543 Optimizing Models for Predicting Torque on Bit Using Data From the Volve Field in NorwayHöhn, Patrick / Bashara, Ahmed Rahim Kreem / Paz, Carlos / Oppelt, Joachim et al. | 2022
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OMAE2022-79540 A Validated Computation Fluid Dynamics Model Investigating Cuttings Transport With Herschel Bulkley Drilling FluidsKhaled, Mohamed Shafıik / Khan, Muhammad Saad / Rahman, Mohammad Azizur / Hasan, A. Rashid et al. | 2022
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OMAE2022-78848 Viscoplastic Fluid Placements in a Confined Geometry With Applications in the Dump Sailing Method in the Plug and Abandonment of Oil and Gas WellsAkbari, Soheil / Taghavi, Seyed Mohammad et al. | 2022
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OMAE2022-79456 Influence of Pigging Velocity on the Wax Removal Process in Subsea PipelinesZhang, Xun / Huang, Qiyu / Chen, Wei et al. | 2022
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OMAE2022-79753 Experimental Study of Newtonian Laminar Annular Horizontal Displacement Flows With Rotating Inner CylinderJung, Heeseok / Frigaard, lan / Zhang, Ruizi / Renteria, Alondra et al. | 2022
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OMAE2022-78376 Rheological and Mechanical Properties of Rock-Based Geopolymers Developed for Well Abandonment: Effect of Chemical Admixtures at Elevated TemperaturesChamssine, Fawzi / Khalifeh, Mahmoud / Saasen, Arild et al. | 2022
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OMAL 2022-80506 Influence on Sealing Integrity by Pressurization During Cement Sheath SettingWu, Xuning / Li, Zaoyuan / Liu, Jian / Hou, Zhengmeng / Su, Donghua / Li, Jin et al. | 2022
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OMAE2022-78739 Application of Recurrent Neural Network Long Short-Term Memory Model on Early Kick DetectionWang, Junzhe / Ozbayoglu, Evren M. et al. | 2022
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OMAE2022-78752 Evaluation and Interpretation on Data Driven ROP Models From Engineering PerspectivesBerrocal, Miguel Fernández / Cao, Jie / Sui, Dan et al. | 2022
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OMAE2022-78546 A Comprehensive Evaluation of Rheological Models for Non-Aqueous Drilling FluidsGucuyener, Ismail Hakki / Gurcay, Onur Kazim / Yanik, Samed et al. | 2022
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OMAE2022-79570 Dynamics of Gas Kick Migration in the Annulus While Drilling/CirculatingObi, Chinemerem E. / Manikonda, Kaushik / Abril, Luis / Hasan, A. Rashid / Rahman, Mohammad A. et al. | 2022
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OMAE2022-81556 A New Approach for Rock Strength Estimation Through a Semi-Point Load Strength Index and Correlation With Destructive and Nondestructive TestsAbugharara, Abdelsalam / Mafazy, Salum / Butt, Stephen et al. | 2022
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OMAE2022-79271 A Green and Environmentally Friendly Chelated Retarding Acid for Acidification of Sandstone ReservoirsWei, Liu / Qing, Wang / Changfeng, Xu / Mengchuan, Zhang / Xinmin, Kong / Erdong, Yao / Junren, Que et al. | 2022
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OMAE2022-80003 Energy Efficiency and Mitigation of Greenhouse Gases in FPSOs ShipsCastro, Gustavo / Gallo, Alexandre de Barros / Fossa, Alberto Jose / Santos, Edmilson Moutinho dos et al. | 2022
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OMAE2022-80060 Treating Agent for Reducing Adsorption Damage of Slick Water on Coal Rock SurfaceWu, Guodong / Li, Bojun / Anwaier, Maieryemuguli / Ren, Yuan Li. Hongda / Yao, Erdong et al. | 2022
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OMAE2022-81049 Development of a Geopolymer Cement for Primary Well Cementing: Method, Preparation and Particle Size Effect on Reaction ReactivityAlangari, Khawlah / Al-Yami, Abdullah / Wagle, Vikrant et al. | 2022
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OMAE2022-80637 A More Accurate Approach for the Design of Subsea Chemical Storage Systems Regarding Volume Requirements of Valve Leakage TestsSevillano, Lucas Cantinelli / Sangesland, Sigbjegrn / Gjersvik, Tor Berge / Faanes, Audun et al. | 2022
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OMAE2022-79176 Data Assimilation-Based Real-Time Estimation of Downhole Gas Influx Rate and Void Fraction Distribution in a Drilling RiserWei, Chen / Chen, Yuanhang et al. | 2022
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OMAE2022-79046 Rate of Penetration Prediction Using Quantile Regression Deep Neural NetworksAmbrus, Adrian / Alyaev, Sergey / Jahani, Nazanin / Pacis, Felix James / Wiktorski, Tomasz et al. | 2022
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OMAE2022-78830 Investigation of Eccentricity on Cuttings Transport With Oil-Based Drilling FluidsYtrehus, Jan David / Lund, Bjørnar / Taghipour, Ali / Pedrosa, Camilo / Saasen, Arild et al. | 2022
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OMAE2022-80089 Casing Collapse Resistance Under Long-Term, Non-Uniform Salt LoadingBatruny, Peter / Campbell, Scott / Rahim, Azral / Thiam, Yap Yun / Yunus, Syed / Lumley, Pete / Suryanarayana, Poodipeddi V et al. | 2022
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OMAE2022-78776 Small Sizes of Molybdenum Disulfide Nanosheets As Heavy Oil Viscosity ReducersWu, Guodong / Liu, Yanchi / Anwaier, Maieryemuguli / Yao, Erdong / Ren, Honada / Li, Yuan et al. | 2022
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OMAE2022-79022 Experimental Study on the Influence of Hydraulic Fracturing on Hydrogen Sulfide Generation in Longxi Block of Daging OilfieldSun, Hongyu / Zhong, Liguo / Liu, Jianbin / Hao, Tongchun / Li, Shihao / Zhu, Yu / Zhang, Hailong / Wang, Kexin et al. | 2022
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OMAE2022-81072 Advanced Laboratory Setup to Determine and Verify Cement Sheath IntegrityTaghipour, Ali / Feneuil, Blandine / Vralstad, Torbjørn / Skorpa, Ragnhild et al. | 2022
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OMAE2022-80143 The Dynamic-Static Coupled Full Field Optimization of ICD/AICD Completion for the Pilot Wells Selection and Design in N Oilfield Middle EastWu, Bohong / Shi, Shuzhe / Liu, Jing / Wei, Chenji / Li, Yong / Li, Baozhu / Lou, Yuankeli / Yu, Tao et al. | 2022
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OMAE2022-79349 Empirical Evaluation of Influence of pVARD on Drilling Performance Through Static, Dynamic, and Drilling ApplicationsAbugharara, Abdelsalam / Jamil, Shafaet / Butt, Stephen et al. | 2022
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OMAE2022-80261 A Special Thread Design Based on TC4 Titanium Alloy and its Successful Application in Offshore Extended-Reach DrillingLi, Zhenkun / Yin, Qishuai / Guo, Yingying / Long, Yang / Li, Minshi / Zhou, Xu / Guo, Shujun / Meng, Fanhua et al. | 2022
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OMAE2022-80440 Cement Sheath Integrity Evaluation Under Multiple Cyclic Loading Using Mechanical Equivalent Experiment for Gas Storage Wells in Eastern ChinaSu, Donghua / Li, Zaoyuan / Wu, Xuning / Li, Jin / Sun, Jinfei / Zheng, Guanyi et al. | 2022
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OMAE2022-78930 Off-Bottom Plug Placement: On the Effects of Pulling Out of the HoleGhazal, Abdallah / Karimfazli, Ida et al. | 2022
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OMAE2022-78994 The Effect of Fluid Contamination on Rheological Properties of Geopolymer MaterialsKhalili, Pouya / Khalifeh, Mahmoud / Saasen, Arild et al. | 2022
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OMAE2022-79424 Jet Cleaning Processes in the Plug and Abandonment of Oil and Gas Wells: An Experimental Study on Horizontal Miscible JetsHassanzadeh, Hossein / Cournoyer, Elliott / Taghavi, Seyed Mohammad et al. | 2022
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OMAE2022-78551 Offshore Energy Hubs in the Decarbonisation of the Norwegian Continental ShelfZhang, Hongyu / Tomasgard, Asgeir / Knudsen, Brage Rugstad / Grossmann, Ignacio E. et al. | 2022
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OMAE2022-78721 Experimental Investigation of Methane Absorption for Offshore Gas Influx ManagementMahmud, Shahriar / Chen, Yuanhang et al. | 2022
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OMAE2022-79700 Pressure Build-Up in Closed Wells During Kick Migration and Fluid Compressibility EffectsAgonafıir, Mesfin Belayneh / Petersen, Johnny / Fjelde, Kjell Kare et al. | 2022
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OMAE2022-81524 New Approach to Predict the Filtrate Invasion of Nanoparticle-Based Drilling Mud Jsing Artificial Neural NetworkGasser, Moamen / Nagquib, Ahmed / Mahmoud, Omar et al. | 2022
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OMAE2022-79132 Investigation on Fiber Assisted Multistage Fracturing of Horizontal Well in Tight Low Permeakbility Sandstone ReservoirsZhang, Lufeng et al. | 2022
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OMAE2022-78790 Dynamic Reservoir Behaviour and Production Due to Periodic Supply of Wind PowerBergmo, Per E. S. / Holt, Torleif / Skogestad, Jan Ole et al. | 2022
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OMAE2022-79937 Experimental Investigation of Flow Velocity Dispersion in AnnuliLund, Bjørnar / Ytrehus, Jan David / Taghipour, Ali / Saasen, Arild et al. | 2022
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OMAE2022-79985 Oscillation of a Flexible Catenary Shaped Submersed Pipe Induced by Two-Phase Slug Flow of Liquid and GasSilva, Jessica P / Morooka, Celso K. / Bordalo, Sergio N. / Trigo, Caio C. O. et al. | 2022
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OMAE2022-80869 Correlation/Prediction of CO2 Solubility in Single-Salt and Multi-Salt Brines Using PR EOS Incorporated With Modified Alpha Functions and BIP CorrelationsChen, Zehua / Yang, Daoyong et al. | 2022
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OMAE2022-81120 Practical Application of Pressure and Temperature Dependent Viscosity Calculations in Well Cementing SimulationsFlamant, Nicolas C. / Pelipenko, Sviatoslav et al. | 2022
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OMAE2022-78264 A Generalized Model for Field Assessment of Particle Settling Velocity in Viscoelastic FluidsChen, Hongbo / Kuru, Ergun et al. | 2022
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OMAE2022-78935 Primary Cementing of Horizontal Wellbores With Solid Cutting BedsMitishita, Rodrigo S. / Sarmadi, Parisa / Waldal, Nile / Vogl, Anastasia / FErigaard, lan A. et al. | 2022
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OMAE2022-79501 The Role of Particle Size Distribution for Fluid Loss Materials on Formation of Filter- Cakes and Avoiding Formation DamageKlungtvedt, Karl Ronny / Saasen, Arild et al. | 2022
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OMAE2022-81446 Activation of Local Bentonite for Oil and Gas Industry ApplicationAl-Yami, Abdullah / Al-Safran, Ali et al. | 2022
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OMAE2022-78659 Design and Evaluation of Wellbore Strengthening Materials for Fractured ReservoirsGargili, Uğur / Gücüyener, I. Hakki / Durgut, Ismail / Ay, Ahmet / Doğan, H. Ali et al. | 2022
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OMAE2022-79273 Drilling Performance Evaluation Through Bit Cutters Reconfigurations and Micro Fractures InitiationAbugharara, Abdelsalam / Tytler, Oluwafemi / Butt, Stephen et al. | 2022