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Keywords: detection
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Proceedings Papers
Tank Level Monitoring Using Thermal Video Processing Model
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222158-MS
... arrangement considered a multitude of variables—distance, angle, and environmental factors— that with the goal of minimal effects on detection of liquid level in tanks. Satisfactory deployment yielded a treasure trove of video sequences that constituted the raw material for the subsequent data processing...
Proceedings Papers
Artificial Intelligence Associated Drones Solutions for Waste Disposal Management in the Process Industries
Available to PurchaseBurri Harsha Vardhan Reddy, Vijayaraghavan Ramakrishnan, Maha Almuaikel, Khalid Alanazi, Ahmed Ali Alshaikh
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222101-MS
... Abstract The paper aims to provide an overview of "Waste Management Solution," an Artificial Intelligence computer vision solution that can detect the location, classify, and quantify waste on a geospatial map constructed by aerial images collected with drones. The objective is to demonstrate...
Proceedings Papers
Automated and Unmanned Shale Shaker Performance and Borehole Instability Monitoring Using Computer Vision and Artificial Intelligence
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222109-MS
... implications, these scenarios pose risks of environmental damage and jeopardize the safety of rig personnel. Shale shakers are the first indicator of emerging borehole cleaning and wellbore stability problems and as such, they are a fundamental component of the drilling rig. Detecting cavings and foreign...
Proceedings Papers
AI-Automated Drilling RTOC with ML and Deep Learning Anomaly Detection Approach
Available to PurchaseAbdallah Benzine, Amine El Khair, Sebastiaan Buiting, Soumyadipta Sengupta, Badal Gupta, Ufaq Khan, Youssef Tamaazousti, Sudheesh Vadakkekalam, Sreejith Balakrishnan, Ahmed Jhinaoui, Imane Chraibi, Dhaker Ezzeddine, Arghad Arnaout, Shreepad Purushottam Khambete, Paulinus Bimastianto, Abdullah Ibrahim, Ahmed Al Hai Al Hai
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222517-MS
... off, restrictions), pressure anomalies, and torque issues (over torque, pipe stalling, stick-and-slip), to prevent costly and dangerous situations. We've developed a hybrid, two-step anomaly detection model to boost the effectiveness of RTOCs. This model includes the Anomaly Identification Model (AIM...
Proceedings Papers
Successful Deployment of Multiple Inversion Workflows in Low Resistivity Contrast and High Noise Environment
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222524-MS
... environment attenuating the boundary detection capability of Deep Azimuthal Resistivity (DAR) tools. This paper presents successful case studies where multiple DAR hybrid inversion workflows were implemented to counter this challenge and optimize production within a field. Carbonates target layers...
Proceedings Papers
Enhancing Offshore Pipeline Safety: Application of Vibroacoustic Technology for Impact & Leak Detection
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222610-MS
... Abstract Vibroacoustic Technology is an effective tool for detecting leakages and third-party interferences in pipelines. It operates on the principle of identifying pressure, sound, and vibration patterns generated by leaks or various activities near the pipeline, both above and below ground...
Proceedings Papers
Revolutionizing Leak Detection and Cost Savings in Valve Predictive Maintenance
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222620-MS
... of in-service valves without requiring operational disruptions. By detecting the high-frequency waves generated by crack growth, leakage, or other structural changes within the valve, AE techniques can provide real-time diagnostic information, enabling more accurate maintenance planning and preventing costly...
Proceedings Papers
Reducing False Alarms for Early Kick and Loss Detection (EKLD) in Real-Time Application Using Knowledge-Assisted Case-Based Reasoning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221944-MS
... Abstract Recent advancements in Early Kick and Loss Detection (EKLD) have leveraged various sensor information in real-time for detection and time-series trend analysis. However, the increase in data and complexity has led to a higher rate of false alarms, undermining the reliability...
Proceedings Papers
A Machine Learning Model for Real-Time Early Kick and Loss Prediction EKLP Application
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221948-MS
... Abstract Early Kick and Loss Prediction (EKLP) is crucial in drilling operations to maintain well control and prevent catastrophic events such as blowouts. Real-time detection allows for immediate corrective actions, minimizing risks and costs. This paper presents a CNN-LSTM hybrid model...
Proceedings Papers
Quantitative Approach to Mitigate Drilling Risk and Uncertainties Using Look-Ahead-Of-The-Bit Technology
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221998-MS
... resulted in total losses in a depleted, fractured zone. The look-ahead service was able to detect the target layer up to 50 ft true vertical depth (TVD) before penetration and the decision to geostop made at 20 ft TVD above the target. As this was a trial well for the service, it was decided to drill...
Proceedings Papers
Analyzing Methane Emissions Using Satellite Imagery and Artificial Intelligence
Available to PurchaseGuido Schillaci, Marta Fiorucci, Luigi Bono Bonacchi, Manuel Pencelli, Andrea Politano, Antonino Agostino, Daniele Pau, Giovanni De Magistris, Raman Hanjra, Dheeraj Sachdev, Ilaria Parrella
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222006-MS
.... air emission emission machine learning data mining artificial intelligence deep learning climate change dataset methane concentration methane emission information detection computer vision quantification resolution valuable insight methane emission monitoring and quantification...
Proceedings Papers
On-Edge Implemented Machine-Learning Based Synthetic Flame Detector for Gas Turbine Operation
Available to PurchaseValentina Gori, Kanika Goyal, Tiziano Roma, Gianni Bagni, Riccardo Carta, Bruno Giunta, Giovanni Tonno, Giovanni De Magistris
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222579-MS
... Synthetic flame detectors, also referred to as virtual flame detectors, utilize data-driven algorithms to analyse data about various physical quantities, such as fluid temperature, pressure, flow rate etc. sampled from sensors installed on the turbomachine, to detect the presence or absence...
Proceedings Papers
Revolutionizing Drilling Through Natural Fractures: Leveraging Causal Artificial Intelligence (AI) and Real-Time Feed Zone Monitoring
Available to PurchaseSyed Aaquib Hussain, Michael John Williams, Maria Fernanda Vargas Izquierdo, Panurach Dumrongthai, Ni Made Wilasari, Maharani Devira Pramita, Kenneth Lee Riedel, Soumil Shah, Fitria Anindita
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222117-MS
... Abstract Geothermal operations face drilling challenges like stuck-pipe incidents, posing significant project risks. In this paper, we introduce a real-time monitoring system for early detection of natural fractures that correspond to permeable feed — subsurface areas where geothermal fluids...
Proceedings Papers
AI-Driven Solar-Powered Digital Fencing for Enhanced Oil & Gas Field Security
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-223009-MS
... Lastly, we can't ignore the importance of the response time, between detecting unauthorized access, triggering the alarm and responding to the incidents, total time of response plays major roles in preventing or minimizing damage to critical infrastructure. Lab Trials While direct results...
Proceedings Papers
Successful Interception of Uncased Boreholes Using Integrated Ranging Technology and Advanced Survey Management
Available to PurchaseM. ElGizawy, F. Momot, A. Sikal, E. Wielemaker, J. Jocker, L. Dahlhaus, R. Kumar, R. Milne, J. Dorey, M. Fraser, J. Carroll, J. L. Thorogood, S. J. Grindrod
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222241-MS
... AMR is a proven technology which can detect casing strings or drill strings at a considerable distance and provides precise relative positioning. It works best with continuous casing strings but has more challenges with very short strings (such as a stuck BHA). The main purpose therefore for AMR...
Proceedings Papers
Revolutionizing Exploration Risk Mitigation: Strategic MPD Design for HEMMER-1 Startup Project
Available to PurchaseLuis Carlos Justiniano, Leonardo Landivar Viera, Jenny Ospina, Luis Vidal Ojeda, Carlos Costales Ruiz, Juan Mardones Drpic
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222711-MS
... the geological challenges and operational hazards. The employment of these techniques facilitated the control of wellbore pressures and allowed for early kick detection and influx management, both essential for maintaining well integrity. Pressure buildup tests (PBUTs) and precise pressure management ensured...
Proceedings Papers
Reducing CO 2 Emissions in Drilling Operation with 3D Mapping Technology
Available to PurchaseNasser Faisal Al-Khalifa, A. E. M. Al-Qazweeni, Ahmad Dekheel Al-Dhafeeri, D. Joshi, I. Pasaribu, Siddhartha Purohit, Ahmed Al-Hassan
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222740-MS
... climate change co 2 udar detection fuel consumption bottom hole assembly co2 emission oil-water contact kuwait oil company Introduction The Kuwait energy company committed to achieve net-zero carbon or greenhouse emission by 2050. This commitment involves actively reducing scope one...
Proceedings Papers
Adapting to the Increasingly Stringent Coiled Tubing Inspection Requirements
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222764-MS
... coiled tubing operations reference standard detection completion installation and operations wall thickness requirement noise level inspection system reference flaw ct string ct inspection snr inspection specification ct inspection specification specification inspection...
Proceedings Papers
The Impact of Artificial Intelligence on Cybersecurity
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222493-MS
... malware vast amount detection researchgate cyber adversary ai technology ensuring information system deployment cyber threat significant risk Introduction The digital revolution over the last several decades has ushered in an era of unparalleled dependence on interconnected information...
Proceedings Papers
Valve Leakage - How Acoustic Emission and Artificial Intelligence Can Reduce Losses and Increase Safety and Efficiency in Oil and Gas Plants
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216596-MS
... to economic losses, health and safety issues or potentially to environmental pollution. Acoustic emission testing is a relatively modern but already well-established technology for leak detection in valves, however existing solutions show some limitations. These are among others e.g., their complexity of use...
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