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Keywords: operation
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Proceedings Papers
Environomics Framework for Sustainable Business Practices: Industrial Case Studies on True Impact Reduction and Process Optimization Through AI
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214459-MS
... utilization improvement with respect to fleets (Vessel, Truck, Rigs). With respect to materials, a 10-20% reduction of material inventory levels all improved through AI. As the workforce are also part of the environment it has been observed that identifying unsafe behaviors within a large operation, also...
Proceedings Papers
Physics-Informed Neural Networks and Capacitance-Resistance Model: Fast and Accurate Oil and Water Production Forecast Using End-to-End Architecture
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214461-MS
... we mean the analytical solution, which was modified by our research group to take into consideration common real field cases such as shut-in wells, workover operations, etc. by introducing dynamic characteristic coefficients [ 1 ]. upstream oil & gas artificial intelligence pinn...
Proceedings Papers
Leveraging AI for Inventory Management and Accurate Forecast – An Industrial Field Study
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214457-MS
... and emissions. Multiple multi-layered machine learning models were built to compare and analyze a wide variety of data inputs for bill of materials, operational/project schedules; This includes (a) ‘product movement data’ which describes the changes in demand and supply of a product, (b) ‘product specification...
Proceedings Papers
Case Study: Predicting Electrical Submersible Pump Failures Using Artificial Intelligence and Physics-Based Hybrid Models
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214462-MS
... and extend the overall ESP run life. PFA enabled a major Latin American operator, experiencing frequent unplanned ESP failures, to identify critical events while pumps were running and take remedial actions to extend ESPs run life. Methods, Procedures, Process PFA leverages artificial intelligence (AI...
Proceedings Papers
AI in Hydraulic Fracturing: The Journey from Guessing to Certainty
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214463-MS
... Abstract The growth in hydrocarbon extraction from shale basins has come with a set of challenges in doing so efficiently, safely and in an economically viable manner. The emergence of practices like Continuous Frac and Simul-Frac have become commonplace as operators continue to drive...
Proceedings Papers
Applying Operations Research to Optimize Annual Delivery Program (ADP) in LNG Transport: Opportunities and Challenges
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214470-MS
... of Operations Research methods in modeling and optimizing annaul delivery program (ADP) in the LNG export industry. Aiming to generate smooth and safe LNG cargo offtake and dispatch, berthing, delivery, and shipping schedules, based on production predictions, fleet characteristics and delivery contracts, we...
Proceedings Papers
Electrical Submersible Pump Prognostics and Health Monitoring Using Machine Learning and Natural Language Processing
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208649-MS
... specific operating conditions with respect to the power, fluid level and fluid content. Oilfield operation workflows often require extensive surveillance and monitoring by subject-matter experts (SMEs). Detecting issues like formation of unwanted gas and emulsions in ESPs requires constant analysis...
Proceedings Papers
Modelling of Electric Submersible Pump Work on Gas-Liquid Mixture by Machine Learning
Available to PurchaseKirill Alexandrovich Goridko, Arturas Rimo Shabonas, Rinat Alfredovich Khabibullin, Vladimir Sergeevich Verbitsky, Andrey Valeryevich Gladkov
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208661-MS
... at distant green fields during their development, there the flow rates can be measured once a month with a mobile unit. The objective of this paper is to develop a virtual flowmeter model based on indirect high-frequency data of well operation and ESP. In Gubkin University, at the Petroleum Reservoir...
Proceedings Papers
Mohammed Al Radhi, Fernando Angel Bermudez, Wael Al Madhoun, Khaled Al Blooshi, Noor Nasser Al Nahhas, Mohammed Nazeih Shono
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208647-MS
... oil & gas fpi machine learning adnoc esp artificial intelligence pre-failure state subject matter expertise electrical submersible pump operation run life algorithm nybl failure prediction index rrl algorithm application petroleum engineer Introduction ADNOC's digital...
Proceedings Papers
Multiwell Operational Performance Benchmarking: A Continuous Drilling Optimization Approach for a Brownfield Drilling Project in Malaysia
Available to PurchaseJia Jun Goo, Nor Nabilah Abdul Rahman, Alberto Cavallini, Yasser El-Yamany, Ahmad Helmi Azmily, Ahmad Haziq Mohd Shah Zainudin
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Intelligent Oil and Gas Symposium, May 9–10, 2017
Paper Number: SPE-187470-MS
... operations. The benchmarking workflow involves intelligent measuring techniques with an embedded automated rig operations detection algorithm. The analysis of data from rig sensor and operation reports from multiple teams enables the evaluation of every drilling activity with high degree of granularity...
Proceedings Papers
Smart Metering Solutions: How to Combine Digital Technology with Business Expertise to Improve Metering Performance
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176762-MS
... Abstract Smart Metering Solutions have been developed and implemented on TOTAL assets by combining digital technology and in house metering expertise to improve quality of data needed for reservoir monitoring, installation operation and fiscal applications. Deployment within TOTAL upstream...
Proceedings Papers
Enhance the Drilling & Tripping Performance on Automated Rigs with fully automated performance measurement
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176786-MS
... across a large number of installations. This technology service uses rig sensor data to automatically generate an objective description of the drilling process using the patented “Automated Operations Recognition System” without the need of additional personnel or equipment on the rig site. This simply...
Proceedings Papers
Managing and Orchestrating Multi-Vendor Intelligent Oil Field Technology Environment to Enable Efficient Next Generation Production and Reservoir Management Workflows
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176773-MS
... Abstract E&P companies are increasingly instrumenting its fields and introducing new technologies with the objective to proactively monitor and surveillance of its wells, reservoir, and facilities for better operations and management. This brings in wide variety of technologies from...
Proceedings Papers
Efficient Deepwater Well Testing
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176782-MS
... Abstract Well testing operations are an essential component in reservoir characterization process. In deepwater environments where rig costs are high, operating safely and cost efficiently is important. As a result, many operators are constantly searching for more efficient and cost effective...
Proceedings Papers
ICS and IT: Managing Cyber Security Across the Enterprise
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176779-MS
... led to an evolving convergence of business and process control networks, which has generated the effect of increased efficiency and visibility to field operations, but also brought with it new cyber security challenges. Modern technologies contain well known cyber exploits and vulnerabilities which...
Proceedings Papers
Improving Situational Awareness To Prevent Conflicts in Simultaneous Offshore Operations
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176796-MS
..., operationally achieve these goals? A new system has been designed specifically to address these challenges. The system was initially developed by a global seismic acquisition and services company to manage its own offshore operations, reduce SIMOPS conflicts, and streamline delivery of services ( Darling...
Proceedings Papers
Integrated Operations (IO) in Mining and Oil and Gas, What can we learn from each other?
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176814-MS
... for the implementation of IO in mining and Oil and Gas. Specifically it will discuss: Common drivers for IO in mining and oil and gas. Similarities between the application of IO Differences in the application of IO Single site versus a value chain approach. Remote control versus an operational support...
Proceedings Papers
Using Unmanned Principles and Integrated Operations to Enable Operational Efficiency and Reduce Capex and OPEX Costs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176813-MS
... of current data and information based technologies to support the desired unmanned operational model. Engineering design changes and equipment rationalisation and selection are also needed: e.g. No local gauges, using smart instrumentation, high capacity communications. In terms of removing people from...
Proceedings Papers
Saudi Aramco Real-Time Drilling Operation Activity Recognition & Analysis Engine
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176799-MS
... Abstract In recent years, the potential value of real-time drilling data has been well documented and applied across the globe within the Oil & Gas Industry. The information is traditionally used for timely and effective decision-making for drilling operations. Real-Time work processes has...
Proceedings Papers
How Visualization Technology is Maximising Up Time
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176810-MS
... In more recent times, the rise of Visual Asset Management (VAM) technology has helped operating companies to create efficiencies through better planning and improved operational practices. The technology provides a cost effective alternative by providing up to date and high quality...
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