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Keywords: Artificial Intelligence
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Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214731-MS
... factors, was incorporated to provide valuable insights into various well characteristics. By leveraging this extensive dataset and employing AI techniques, the proposed approach enables effective ESP optimization, improving production outcomes and overall well profitability. artificial intelligence...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214734-MS
... states government upstream oil & gas drillstem/well testing production logging well performance artificial lift system algorithm asset and portfolio management flowrate separation efficiency amperage frequency workflow gap optimizer application artificial intelligence production...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214708-MS
... are then identified in some of these groups from the analysis. production logging production control arrangement production monitoring united states government reservoir surveillance upstream oil & gas artificial intelligence machine learning dataset glr electrical submersible pump deviation...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214728-MS
... insights into the operation and reliability of the operating ESP systems. upstream oil & gas canada government operation artificial intelligence monitoring voltage vfd vibration artificial lift system frequency esp surface electrical signal badkoubeh operator performance data...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214722-MS
... critical events while the ESPs were running and to take proactive actions to extend ESP run life. Methods, Procedures, Process PFA uses artificial intelligence (AI), physics-based and expert knowledge-based methods to predict short-term damage events, such as a broken shaft, short-circuit, grounded...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214730-MS
... fluid dynamics asia government production monitoring data mining decomposition dmd artificial lift system numerical simulation reservoir surveillance machine learning matrix united states government artificial intelligence production control centrifugal impeller engineering modeling...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214725-MS
... for multiple failure mechanisms to be better represented. The performance of the prediction model was promising: an average score of 73% (on a test dataset) was achieved using the chosen performance metric for the research, the F1_Score. deep learning machine learning asia government artificial...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section - Electric Submersible Pumps Symposium, October 2–6, 2023
Paper Number: SPE-214742-MS
... a structured way for companies to capture and apply their ESP troubleshooting experience. operator canada government upstream oil & gas artificial lift system artificial intelligence esp scenario collaborative development shared esp troubleshooting guideline document tgd symptom section 4...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204506-MS
... provides operators with a reliable source of information for troubleshooting and diagnosing failure events to reduce work-over costs and limit production losses. subsea system well intervention intervención de pozos petroleros production enhancement artificial lift system artificial intelligence...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204497-MS
... the drivers behind ESP runlife performance. artificial intelligence williston basin survival probability machine learning failure mode watercut artificial lift system probability install number basin midcon basin upstream oil & gas esp survival curve producing formation dataset kaplan...
Proceedings Papers
Saniya Karnik, Navya Yenuganti, Bonang Firmansyah Jusri, Supriya Gupta, Prasanna Nirgudkar, Mahyar Mohajer, Asim Malik
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204519-MS
... in the ESP operation lifecycle. This paper proposes a novel artificial intelligence workflow to improve the efficiency of the DIFA process using an ensemble of machine learning (ML) algorithms. This ensemble of algorithms brings together structured/unstructured data across equipment, production, operations...
Proceedings Papers
Lawrence Camilleri, Jorge Luis Villalobos, Pedro Luis Escalona, Alvaro Correal, Carlos Reyes, Luis Carlos Enriquez, Johanna del Cisne Gallegos Apolo
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204500-MS
... and sucker rod pumps. real time system production monitoring artificial lift system low flow rate reservoir surveillance holistic esp design production control upstream oil & gas machine learning artificial intelligence fluctuation production tubing diameter requirement psia...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204508-MS
... multidimensional state engine known as automated events detection (AED), working together with an artificial intelligence agent, to respond to these stressful events and subsequently improve actions using a reinforcement learning (RL) scheme. Motivations of this approach are to move toward more autonomous, self...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204509-MS
... oil & gas ngse experiment production control modeling & simulation absolute error separation efficiency flow regime artificial intelligence prado viscosity natural gas separation efficiency production monitoring gas void fraction alhanati production logging annulus-a flow area...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204483-MS
... by mitigating the effect of low-flow events, scale, and sand. knowledge management artificial lift system production control real time system production monitoring reservoir surveillance artificial intelligence drilling operation upstream oil & gas camilleri motor oil esp low-flow event...
Proceedings Papers
Jorge Luis Villalobos Leon, Fernando Ruales, Sebastian Miranda, Francisco Godin, Efrain Velasquez, Denis Shirikov, Oscar Anaya, Nini Forero, Diego Estupiñan, Lenin Peña, Leonardo Gonzalez
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204485-MS
... learned while deploying this technology, including safety and economics evaluation to understand the conditions that maximize return on investment (ROI) and total cost of ownership (TCO). artificial intelligence asset and portfolio management artificial lift system social responsibility...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, October 4–8, 2021
Paper Number: SPE-204484-MS
... power plant permanent magnet motor artificial intelligence high-temperature geothermal application turkey operation petroleum engineer test bench runlife magnet motor gsp system esp permanent magnet motor technology electricity asynchronous induction motor high-temperature condition...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, May 13–17, 2019
Paper Number: SPE-194401-MS
... equipment changes will be discussed: Packer penetrator Pump diffusers ESP Motor New Seal construction An overview of the ESP equipment reliability spanning the lifetime of Peregrino's operations will also be described in this paper. Artificial Intelligence machine learning artificial...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, May 13–17, 2019
Paper Number: SPE-194385-MS
... between the operations team and project team. This paper shares: The challenges faced by the project. Details on building a competent team to successfully startup and operate ESP wells. Early results and performance of the operations team. Lessons learnt and next steps. Artificial...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Gulf Coast Section Electric Submersible Pumps Symposium, May 13–17, 2019
Paper Number: SPE-194398-MS
..., there will always be a certain level of complexity to statistical evaluation. It takes time to explain and understand, and this can be difficult to condense into a 5-minute ‘elementary school level’ presentation, as is often requested. Artificial Intelligence reliability behavior artificial lift system...
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