Investigation of Taylor bubble dynamics in annular conduits with counter-current flow

Y Liu, T Mitchell, ER Upchurch, EM Ozbayoglu… - International Journal of …, 2024 - Elsevier
This study numerically investigates counter-current slug flow by considering the motion of a
Taylor bubble in annular conduits with downward-flowing liquids using the Volume-of-Fluid …

Experimental Study on the Performance of Frictional Drag Reducer with Low Gravity Solids

Y Jia, J Lei - Innovations in Applied Engineering and Technology, 2024 - ojs.sgsci.org
Reducing energy consumption during drilling operations is beneficial to both the
environment and economy. Frictional drag reducers (FDR) are widely used to reduce the …

Reducing NPT Using a Novel Approach to Real-Time Drilling Data Analysis

J Wang, SK Sajeev, E Ozbayoglu, S Baldino… - SPE Annual Technical …, 2023 - onepetro.org
Early detection and characterization of anomalous events during drilling operations are
critical to avoid costly downtime and prevent hazardous events, such as a stuck pipe or a …

Identifying the Robust Machine Learning Models to Cement Sheath Fatigue Failure Prediction

D Zheng, J Wang, H Jing, E Ozbayoglu… - ARMA US Rock …, 2024 - onepetro.org
The main goal of cementing is to provide reliable zonal isolation throughout the life of a well.
The integral of cement protects the casing and prevents fluid formation from migration. This …

Unsupervised clustering for the anomaly diagnosis of plunger lift operations

Y Xie, S Ma, H Wang, N Li, J Zhu, J Wang - Geoenergy Science and …, 2023 - Elsevier
Plunger lift is effective for dealing with liquid accumulation in gas wells. With the
development of digital plunger control systems and large databases, machine learning has …

The Influence of Casing Eccentricity on Zonal Isolation

D Zheng, E Ozbayoglu, S Miska, B Silvio… - ARMA US Rock …, 2023 - onepetro.org
Eccentricity of the casing frequently exists in actual drilling process. This is one of the main
reasons responsible for poor mud and cement displacement. In such cases, zonal isolation …

Experimental study of anisotropic strength properties of shale

D Zheng, E Ozbayoglu, S Miska, J Zhang - ARMA US Rock Mechanics …, 2023 - onepetro.org
Led by new developments of horizontal drilling and hydraulic fracturing techniques, organic
rich shales have been contributing significantly to a gas production in the US. In drilling …

Comparing Drilling Anomaly Prediction by Purely Data-Driven and Hybrid Analysis Methods-Case Study of Utah FORGE Geothermal Wells

AC Montes, P Ashok, E van Oort - SPE/IADC Drilling Conference and …, 2024 - onepetro.org
Automatic prediction of drilling incidents can be conducted through either a purely data-
driven approach or a hybrid approach. In the first approach, the variable space is typically …

Data Integration Enabling Advanced Machine Learning ROP Predictions and its Applications

J Wang, C Li, P Cheng, J Yu, C Cheng… - Offshore Technology …, 2024 - onepetro.org
Predicting and optimizing the rate of penetration (ROP) is a crucial part of drilling
optimization. While numerous machine learningbased ROP prediction methods exist, their …

AI Camera System for Real-Time Load Concentration Estimation

H Jing, E Ozbayoglu, S Baldino, C Holt… - Offshore Technology …, 2024 - onepetro.org
This paper presents an innovative study that optimizes drilling operations by integrating
advanced camera systems and computer vision image processing techniques. The core …