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Keywords: correlation
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Proceedings Papers
Revealing Time-Dependent Mud Properties Needed for Predicting Gel Breaking Pressure
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223704-MS
..., such correlations will in general not give correct pressure calculations. The reason for this is that both the gel strength and the pressure spikes are in addition dependent on the viscoelastic properties of the fluid and the acceleration of the fluid. This leaves a gap in how to utilize these measurements...
Proceedings Papers
Comparison of Supervised and Unsupervised Machine Learning for Well-Log Depth Alignment
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223730-MS
... 0.63 0.75 0.68 317 Table 2 Pearson correlation coefficient between well-log samples before and after depth alignment using supervised machine learning, unsupervised machine learning, and MaxCC algorithms. Logs Pearson correlation Initial Supervised Unsupervised MaxCC...
Proceedings Papers
Drill Pipe Damage Tracking and Analysis System to Reduce Drillstring Failure
Available to PurchaseYifan Zhang, Dingzhou Cao, Sheldon Moos, Kumar Vora, Pradeepkumar Ashok, Dongmei Chen, Eric van Oort
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223733-MS
... sections of the wells drilled between inspections. Figure 8 Automated DP damage analysis pipeline. Figure 7 EDR data for severe thread damage Case 1: vertical section drilling from 2022-09-21 11:00 to 2022-09-23 20:00. Figure 6 Correlation matrix between DP damage...
Proceedings Papers
A Probabilistic Framework for the Risk-Based Evaluation of Drilling Plans
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223781-MS
... cell values indicate the stick-slip severity, with a value of 1 or higher indicating full sticking (numerical model) or unstable torsional dynamics (modal analysis). Figure 8 MWD failure proportion versus cumulative stick-slip severity. Figure 10 Example of long-term correlations...
Proceedings Papers
Generation and Application of Drilling Dysfunction Analysis Tool for Instantaneous Comparing of Thousands of Drilling Runs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223675-MS
... Figure 4 Radial vibration vs. WOB scatter plots comparing different vibration mitigation tools. Fig. 6 shows a 5×5 matrix of surface and downhole parameter plots for comparison and correlation for a specified operator, hole size and formation target. Each column of plots has the same...
Proceedings Papers
Real-Time Downhole RPM Range Prediction for Improved Stick-Slip Detection Using Ensemble Machine Learning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 4–6, 2025
Paper Number: SPE-223732-MS
... wells have been processed utilizing the full ensemble model. The results are compared with their associated bit dull grade records to understand the correlations between stick-slip metrics and bit damage. This study presents a better approach for determining downhole stick-slip risk in real-time, using...
Proceedings Papers
Real-Time Casing Point Selection Optimization for MPD Wells Through Improved Kick Tolerance Analysis
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 5–7, 2024
Paper Number: SPE-217692-MS
... carlo simulation circulation drilling conference figure well control intensity exhibition underbalanced operation conference reservoir geomechanics threshold paper rdfm controller correlation iadc spe-217692-ms figure Introduction Casing design optimization, as a process...
Proceedings Papers
Implications of Setting a Centralized Production Liner on Bottom: A Numerical Approach
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 5–7, 2024
Paper Number: SPE-217666-MS
... planning software casing design packer pipe trajectory design centralizer mitchell correlation scenario centralized production liner rigid centralizer international association centralization iadc spe international drilling conference Introduction The deployment of completion...
Proceedings Papers
Drilling Integrity Analysis and Optimal Well Placement Based on 4D Coupled Geomechanical Modelling and Natural Fracture Prediction
Available to PurchaseM. Haas, H. R. Cifuentes, J. S. Ahumada, Y. O. Suarez, J. C. Acosta Gomez, F. Abad, C. Sorgi, A. M. Hussein
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 5–7, 2024
Paper Number: SPE-217948-MS
.... fracture geologist drilling operation wellbore integrity wellbore stability drilling fluids and materials reservoir characterization gradient magnitude correlation geology complex reservoir reservoir geomechanics calibration information grid azimuth orientation wellbore design modeling...
Proceedings Papers
Prioritizing Wells for Repurposing or Permanent Abandonment Based on Generalized Well Integrity Risk Analysis
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 5–7, 2024
Paper Number: SPE-217738-MS
...-based approach for identifying wells with different well integrity risk profiles. This paper also highlights features that should almost always be considered in any well-integrity study. air emission dataset casing design artificial intelligence correlation geologist geology risk...
Proceedings Papers
Development of a Fit-For-Purpose CO 2 Injection Model for Casing and Tubing Design
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 5–7, 2024
Paper Number: SPE-217732-MS
... eos chemical flooding methods injection envelope casing and cementing equation of state wellbore integrity climate change correlation impurity injection model exhibition Introduction The United Kingdom strives for greater energy security, energy transition and a prosperous low...
Proceedings Papers
Gas Migration Model for Non-Newtonian Fluids Under Shut-In Well Conditions
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212466-MS
... discrepancies have been found between PMCD operational field data and existing correlations for gas migration velocity. These correlations are based on either small-scale experiments (low pressure and short test section) or overly simplified assumptions (Newtonian fluids, single bubble, and without considering...
Proceedings Papers
Continuous or Stacked Cement Bond Logs – Does It Matter?
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212469-MS
... with a poor bond log. casing and cementing europe government cement property plug cement chemistry cement formulation interface upstream oil & gas cement and bond evaluation cement correlation united states government norway government annulus cement permeability international...
Proceedings Papers
Design and Calculation of Process Parameters in Bullheading and Pressurized Mud Cap Drilling
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212455-MS
... during the bullheading period. Significant discrepancies have been found between PMCD operational field data and existing correlations for gas migration velocity ( Samdani et al. 2021 , 2022 ). These correlations are based on either small-scale experiments (low pressure and short test section) or overly...
Proceedings Papers
Modeling of Axial Rotary Drilling Dynamics as a Step Towards Drilling Automation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212536-MS
... equipment axial drilling swob correlation drillstring dynamics drillstring design andrianoely petroleum engineer international drilling conference iadc spe international drilling conference drilling automation modeling Introduction Autodrillers allow drillers the freedom to complete other...
Proceedings Papers
Real-Time Prediction and Detection of Drilling Bit Issues Based on Along-String Measurements (ASM) Along Wired Pipes - A Case Study
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212488-MS
... real time system presented variation richard rock back-rake angle along-string measurement correlation Interoduction Automated drilling operations require real-time analysis of drilling dynamics. A few of the drilling dynamics are the fluid flow inside the drill string and annulus...
Proceedings Papers
Gas Migration in PMCD Operations: Instrumented Well Study Provides Fundamental Insights
Available to PurchaseGanesh Arunkumar Samdani, Sai Sashankh Rao, Yashwant Moganaradjou, Mauricio A. Almeida, Mahendra K. Kunju, Eric Upchurch, Vishwas Paul Gupta
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212546-MS
... Abstract Significant discrepancy exists between the gas migration rates observed during the field applications of Pressurized Mud Cap Drilling (PMCD) and the widely used Taylor bubble velocity correlation. This impacts the fluid logistics planning and design of fluid properties for PMCD...
Proceedings Papers
Real-Time Drilling Bit Fault and Symptom Diagnosis During Operation Based on Cutter Force Modeling of PDC Polycrystalline Diamond Compact Bits
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 8–10, 2022
Paper Number: SPE-208729-MS
... correlations were developed based on the experimental data from numerous works to evaluate normal and contact forces on polycrystalline diamond compact (PDC) cutters. More than 700 data points were collected and utilized to investigate the influence of parameters such as differential pressure, cutter size, cut...
Proceedings Papers
Real-Time Reamer Vibration Predicting, Monitoring, and Decision-Making using Hybrid Modeling and a Process Digital Twin
Available to PurchaseJibin Shi, Laetitia Dourthe, Denis Li, Li Deng, Leonardo Louback, Fei Song, Nick Abolins, Fernando Verano, Pusheng Zhang, Joshua Groover, Diego Gomez Falla, Ke Li
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 8–10, 2022
Paper Number: SPE-208795-MS
... learning drillstring design drilling measurement artificial intelligence field test reamer vibration risk level upstream oil & gas simulation prediction drilling operation accuracy correlation threshold prediction accuracy vibration drilling data acquisition drillstring dynamics field...
Proceedings Papers
Improving Employee Wellbeing through a Five-Phase Psychological Model to Reduce Risk and Improve Performance
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 8–12, 2021
Paper Number: SPE-204036-MS
... been related to an increased frequency of occupational accidents (Clarke 2006). Introduction reduce risk away strategy five-phase model efficiency greater use perception upstream oil & gas correlation incident student wellbeing international association jelley 2018...
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