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Journal Articles

Mechanism and Data Fusion Method for Predicting Wear and Life of Polycrystalline Diamond Compact Bits Based on the Gaussian Process Regression

Zhi Yan, Honghai Fan, Xianzhi Song, Hongbao Zhang, Zhaopeng Zhu, Yuhan Liu, Haoyu Diao, Yuguang Ye
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (12): 6605–6622.
Paper Number: SPE-223614-PA
https://doi.org/10.2118/223614-PA
Published: 11 December 2024
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View article titled, Mechanism and Data Fusion Method for Predicting Wear and Life of Polycrystalline Diamond Compact Bits Based on the Gaussian Process Regression
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Includes: Supplementary Content
Proceedings Papers

Inertial Effect of Drill Pipe Friction Trend and Early Warning of Stuck Pipe

Muchen Liu, Xianzhi Song, Zhaopeng Zhu, Gensheng Li, Hao Xiao, Li Fu, Tao Pan, Xintong Li, Yanlong Yang
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220991-MS
https://doi.org/10.2118/220991-MS
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View Paper titled, Inertial Effect of Drill Pipe Friction Trend and Early Warning of Stuck Pipe
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Proceedings Papers

Experimental Study of Fluid Rheological Properties on the Friction of Cuttings Bed in the Horizontal Well

Mengmeng Zhou, Huanhao Wang, Hao Xiao, Xianzhi Song, Yiqun Qi, Haobo Wang, Liang Han, Shiming Duan, Zhengming Xu, Zhaopeng Zhu
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0856
https://doi.org/10.56952/ARMA-2024-0856
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View Paper titled, Experimental Study of Fluid Rheological Properties on the Friction of Cuttings Bed in the Horizontal Well
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Proceedings Papers

Enhancing Intelligent Drilling Rate of Penetration PredictionModeling Through Anomalous Drilling Data Handling Methodology

Shanlin Ye, Lin Zhu, Zehao Lv, Xianzhi Song, Zihao Liu, Zhaopeng Zhu, Tao Pan
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0132
https://doi.org/10.56952/ARMA-2024-0132
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View Paper titled, Enhancing Intelligent Drilling Rate of Penetration PredictionModeling Through Anomalous Drilling Data Handling Methodology
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Proceedings Papers

Numerical Simulation of Flow Field and Erosion Characteristics in Hydraulic Fracturing Tool

Xianzhi Song, Yueqi Cui, Mengmeng Zhou, Xu Zhengming, Zhaopeng Zhu, Gensheng Li
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0100
https://doi.org/10.56952/ARMA-2024-0100
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View Paper titled, Numerical Simulation of Flow Field and Erosion Characteristics in Hydraulic Fracturing Tool
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Proceedings Papers

Kick Warning and Pressure Inversion Method Based on Wellhead Pressure Signal

Shiming Duan, Xianzhi Song, Xuezhe Yao, Zhengming Xu, Mengmeng Zhou, Zhaopeng Zhu, Yueqi Cui
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0282
https://doi.org/10.56952/ARMA-2024-0282
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View Paper titled, Kick Warning and Pressure Inversion Method Based on Wellhead Pressure Signal
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Proceedings Papers

Predicting Rate of Penetration Using the Dual Seq2Seq Model

Tao Pan, Zhen Li, Chengkai Zhang, Xianzhi Song, Lin Zhu, Zhi Yan, Zhaopeng Zhu, Yuan Sun, Pengbo Ni
Paper presented at the International Geomechanics Symposium, October 30–November 2, 2023
Paper Number: ARMA-IGS-2023-0353
https://doi.org/10.56952/IGS-2023-0353
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View Paper titled, Predicting Rate of Penetration Using the Dual Seq2Seq Model
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Proceedings Papers

An Intelligent Prediction Method of Horizontal Well ROP Based on Di-GRU

Tao Pan, Xianzhi Song, Zheng Wang, Zhiyong Yin, Yong Ji, Lin Zhu, Zhijun Pei, Shanlin Ye, Muchen Liu, Zhen Li, Zhaopeng Zhu
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0405
https://doi.org/10.56952/ARMA-2023-0405
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View Paper titled, An Intelligent Prediction Method of Horizontal Well ROP Based on Di-GRU
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Proceedings Papers

Real-Time Prediction of Formation Pore Pressure Using Hybrid LSTM-BP Model

Xuezhe Yao, Xianzhi Song, Liang Han, Haolin Zhang, Zhaopeng Zhu, Baoyu Li, Rui Zhang
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0130
https://doi.org/10.56952/ARMA-2023-0130
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View Paper titled, Real-Time Prediction of Formation Pore Pressure Using Hybrid LSTM-BP Model
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Proceedings Papers

PDC Bit Wear Condition Judgment Based on Object Detection and Computer Vision

Donghan Yang, Xianzhi Song, Donglei Liu, Zirui Guan, Tao Pan, Lin Zhu, Zhaopeng Zhu
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0239
https://doi.org/10.56952/ARMA-2023-0239
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View Paper titled, PDC Bit Wear Condition Judgment Based on Object Detection and Computer Vision
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Proceedings Papers

PDC Bit Wear Detection Based on YOLO V5 and OpenCV

Donghan Yang, Xianzhi Song, Zheng Wang, Zhijun Pei, Zhaopeng Zhu
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-0351
https://doi.org/10.56952/ARMA-2022-0351
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View Paper titled, PDC Bit Wear Detection Based on YOLO V5 and OpenCV
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Proceedings Papers

Prediction Method of Cutting Settling Velocity in Gas-Liquid Two-Phase Flow Based on Multi-Gene Genetic Programming

Zhaopeng Zhu, Xianzhi Song, Liang Han, Rui Zhang, Wei Liu, Jiasheng Fu, Xiaoli Hu, Dayu Li, Furong Qin, Donghan Yang
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-0977
https://doi.org/10.56952/ARMA-2022-0977
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View Paper titled, Prediction Method of Cutting Settling Velocity in Gas-Liquid Two-Phase Flow Based on Multi-Gene Genetic Programming
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Proceedings Papers

A Novel Method for Real-Time Identification of Formation Lithology Based on Machine Learning

Xuezhe Yao, Xianzhi Song, Liang Han, Zheng Wang, Rui Zhang, Wei Liu, Jiasheng Fu, Shuo Zhu, Zhaopeng Zhu
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-2310
https://doi.org/10.56952/ARMA-2022-2310
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View Paper titled, A Novel Method for Real-Time Identification of Formation Lithology Based on Machine Learning
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Journal Articles

Gas-Kick Simulation in Oil-Based Drilling Fluids with Nonequilibrium Gas-Dissolution and -Evolution Effects

Zhengming Xu, Xuejiao Chen, Xianzhi Song, Zhaopeng Zhu, Wenping Zhang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (05): 2549–2569.
Paper Number: SPE-206717-PA
https://doi.org/10.2118/206717-PA
Published: 13 October 2021
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View article titled, Gas-Kick Simulation in Oil-Based Drilling Fluids with Nonequilibrium Gas-Dissolution and -Evolution Effects
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Proceedings Papers

Intelligent Prediction of Settling Velocity for Arbitrary Shape Particles in Vertical Fractures

Zhaopeng Zhu, Xianzhi Song, Xuezhe Yao, Shuo Zhu, Weichang Li
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1025
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View Paper titled, Intelligent Prediction of Settling Velocity for Arbitrary Shape Particles in Vertical Fractures
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Journal Articles

Development of Elastic Drag Coefficient Model and Explicit Terminal Settling Velocity Equation for Particles in Viscoelastic Fluids

Zhengming Xu, Xianzhi Song, Zhaopeng Zhu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (06): 2962–2983.
Paper Number: SPE-201194-PA
https://doi.org/10.2118/201194-PA
Published: 17 December 2020
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View article titled, Development of Elastic Drag Coefficient Model and Explicit Terminal Settling Velocity Equation for Particles in Viscoelastic Fluids
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Proceedings Papers

Wall-Retardation Effect on Proppant Settling Velocity in Fractures: Experimental Study and Model Development

Zhaopeng Zhu, Zhengming Xu, Xianzhi Song
Paper presented at the 53rd U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2019
Paper Number: ARMA-2019-1845
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View Paper titled, Wall-Retardation Effect on Proppant Settling Velocity in Fractures: Experimental Study and Model Development
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Journal Articles

A Unified Model To Predict Flowing Pressure and Temperature Distributions in Horizontal Wellbores for Different Energized Fracturing Fluids

Zhengming Xu, Kan Wu, Xianzhi Song, Gensheng Li, Zhaopeng Zhu, Baojiang Sun
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 24 (02): 834–856.
Paper Number: SPE-194195-PA
https://doi.org/10.2118/194195-PA
Published: 31 December 2018
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View article titled, A Unified Model To Predict Flowing Pressure and Temperature Distributions in Horizontal Wellbores for Different Energized Fracturing Fluids
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Journal Articles

Experimental Study on the Sliding Friction for Coiled Tubing and High-Pressure Hose in a Cuttings Bed During Microhole-Horizontal-Well Drilling

Xianzhi Song, Zhaoyu Pang, Zhengming Xu, Gensheng Li, Baojiang Sun, Zhaopeng Zhu, Ruiyue Yang, Zehao Lyu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 24 (05): 2010–2019.
Paper Number: SPE-194192-PA
https://doi.org/10.2118/194192-PA
Published: 31 December 2018
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View article titled, Experimental Study on the Sliding Friction for Coiled Tubing and High-Pressure Hose in a Cuttings Bed During Microhole-Horizontal-Well Drilling
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Proceedings Papers

A Unified Model to Predict Flowing Pressure and Temperature Distributions in Horizontal Wellbores for Different Energized Fracturing Fluids

Zhengming Xu, Kan Wu, Xianzhi Song, Gensheng Li, Zhaopeng Zhu, Zhaoyu Pang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 23–25, 2018
Paper Number: URTEC-2901603-MS
https://doi.org/10.15530/URTEC-2018-2901603
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View Paper titled, A Unified Model to Predict Flowing Pressure and Temperature Distributions in Horizontal Wellbores for Different Energized Fracturing Fluids
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