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Keywords: detection
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Proceedings Papers
Advancing Recovery: A Data-Driven Approach to Enhancing Artificial Lift Pumps Longevity and Fault Detection in Oil Reservoirs Using Deep Learning, Computer Vision, and Dynamometer Analysis
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-224821-MS
... alerts for critical interventions. The development of the methodology involved a comparison with the traditional deep learning approach commonly used for fault detection in dynamometer card data. Fault detection in sucker rod pumps relies on advanced monitoring techniques that analyze load-position data...
Proceedings Papers
Leveraging Artificial Intelligence & Fixed, Continuous Methane Monitoring to Identify Fugitive Emissions Rapidly
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-224846-MS
... of technologies used to identify and quantify fugitive methane emissions, among which are incumbent technologies such as satellites and optical gas imaging (OGI) camera surveys, each with benefits & drawbacks related to cost, continuity of measurement, probability of detection, and accuracy of quantification...
Proceedings Papers
Preventing Drill String Twist Off: Automatic Flagging of Abnormal Pressure Loss Signatures in Real-Time
Available to PurchaseJ. Cortez, M. Yi, D. Yoon, M. Behounek, P. Ashok, C. East, M. Elghor, G. Hickin, J. Pearce, T. Peroyea, S. White
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-224876-MS
... pressure detection connection washout drilling parameter pipe body washout Introduction Washouts can be very detrimental to drilling operations and can lead to significant non-productive time on account of twist offs which happen when suitable actions are not taken in time, to prevent...
Proceedings Papers
Leads: A Deep Learning Approach to Revolutionizing Gas Plant Maintenance with Advanced Anomaly Detection Technology
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-224966-MS
... losses. To prevent such failures, PEPC aims to develop an early warning system using anomaly detection to prevent equipment failures and mitigate production losses. The Leading Equipment Anomaly Detection System (LEADS) was developed using historical solvent pump operating data to model normal...
Proceedings Papers
World First Horizontal Look-Ahead from Ultra-Deep 3D Resistivity Inversion for Proactive Geosteering
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-224994-MS
... planning logging while drilling well logging log analysis drilling data acquisition drilling measurement reservoir characterization sensitivity look-ahead inversion well path boundary resistivity transmitter discontinuity look-ahead sensitivity scenario presented horizontal well detection...
Proceedings Papers
Next-Generation Valve Leak Detection: Exploring and Implementing Acoustic Emission-Based Digital Valve Inspection Using I-Safe Smartphones
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-225113-MS
... to the complexity and cost of the inspection process. Pressure-based methods, such as pressure drop tests, are effective in detecting leaks but necessitate process shutdowns, causing operational disruptions and significant downtime. These challenges highlight the need for more efficient, accurate, and non-intrusive...
Proceedings Papers
Unlocking New Insights in Reservoir Navigation: At-Bit Gamma Ray Quadrant Imaging for Optimizing Well Placement in Ultra-Thin Carbonate Reservoirs
Available to PurchaseAlberto Aché, Salman Alharbi, Ahmed Ariffin, Ammar Khuwaildi, Randa Sallout, Hesham Elmasry, Ali Coutry
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, May 12–14, 2025
Paper Number: SPE-225174-MS
... Abstract Navigating thin carbonate reservoirs (3-5 ft thick) with significant dip variations poses a major challenge in achieving accurate well placement and maximizing reservoir contact. Close-to-the-bit measurements are essential for the early detection of formation changes, enabling...
Proceedings Papers
Study on Digital Twin Technology to 3D Seismic Iterative Processing and Geological Modeling for Reservoir Development
Available to PurchaseXuesong Yang, Bin Cao, Huilai Wang, Wei Zhou, Xu Zhang, Jiye Li, Chenya Li, Bingxuan Zhang, Xingning Huang
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, April 22–24, 2024
Paper Number: SPE-218576-MS
... and adaptability of the design of engineering parameters in study area. clastic rock sedimentary rock fracture shale gas reservoir characterization mudrock reservoir geomechanics geologist complex reservoir data quality structural geology rock type mudstone curvature prediction detection...
Proceedings Papers
Evaluation of Multi-Cluster Fracturing Placement with Multi-Arm Caliper
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, April 22–24, 2024
Paper Number: SPE-218486-MS
... detection Introduction With the rise of shale development, horizontal well multistage fracturing has gained momentum in tight and unconventional resources ( Wang et al., 2020 ). From the cost-saving and efficiency improvement perspective, the industry widely adopts multicluster perforating...
Proceedings Papers
Vibroacoustic Technology for Real Time Leak Detection and Pig Tracking on Offshore and Onshore Pipelines
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, April 22–24, 2024
Paper Number: SPE-218619-MS
... will be on its capability to detect leaks and track Pipeline Inspection Gauges (PIGs) in real-time. Vibroacoustic Technology is a robust detection system employed in pipeline networks to identify leakages, deforming impacts, PIGs location and various types of third-party interferences (TPI). By strategically...
Proceedings Papers
Vision Inspection of Power Lines with Deep Learning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, April 22–24, 2024
Paper Number: SPE-218663-MS
..., abjectness scores and probabilities for each detected object. This paper presents a novel approach to power line inspection that utilizes deep learning algorithms to identify and localize objects not only by using axis-aligned bounding boxes but also with oriented bounding boxes, which can significantly...
Proceedings Papers
Asset Integrity AI & ML Applications in Gulf of Mexico
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, April 22–24, 2024
Paper Number: SPE-218774-MS
... Abstract Objective Risk reduction and increased Fabric Maintenance efficiency using Artificial Intelligence and Machine Learning algorithms to analyze full-facility imagery for atmospheric corrosion detection and classification. Following imagery capture and processing, deficiencies...
Proceedings Papers
Detection of Drilling Loss Zones in Deep Gas Well Using Acoustic and High Precision Temperature Logging Technology, a Case Study from North of Oman
Available to PurchaseMohamed AbdelAzim, Nail Galin, Ahmed Abri, Iman Khanbashi, Khalsa Shamsi, Zeidi Badar, Ananda Pranava, Chris Rodger
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Conference at Oman Petroleum & Energy Show, March 21–23, 2022
Paper Number: SPE-200283-MS
... the possibility of encountering the loss zone. The detection of the source of losses presents a big challenge; knowing the precise zones helps in optimizing the number of cement curing plugs thus a reduction in drilling days and cost. When losses occur; the drilling fluid moves from high pressure side (mud...