Machine Learning Approach for Predictive Maintenance of the Electrical Submersible Pumps (ESPs)
Sign Up to like & getrecommendations! Published in 2022 at "ACS Omega"
DOI: 10.1021/acsomega.1c05881
Abstract: Electrical submersible pumps (ESPs) are considered the second-most widely used artificial lift method in the petroleum industry. As with any pumping artificial lift method, ESPs exhibit failures. The maintenance of ESPs expends a lot of… read more here.
Keywords: system; submersible pumps; maintenance; pumps esps ... See more keywords
Real-Time Liquid Rate and Water Cut Prediction From the Electrical Submersible Pump Sensors Data Using Machine-Learning Algorithms
Sign Up to like & getrecommendations! Published in 2023 at "ACS Omega"
DOI: 10.1021/acsomega.2c07609
Abstract: This study presents a novel data-driven approach for calculating multiphase flow rates in electrical submersible pumped wells. Traditional methods for estimating flow rates at test separators fail to identify production trends and require additional costs… read more here.
Keywords: water cut; rate water; real time; liquid rate ... See more keywords
Operational Parameters Affecting Harmonic Resonance in Electrical Submersible Pump Systems
Sign Up to like & getrecommendations! Published in 2019 at "Canadian Journal of Electrical and Computer Engineering"
DOI: 10.1109/cjece.2019.2922384
Abstract: Electrical submersible pump (ESP) systems in the oil field have unique features due to the long cabling effect. The electrical system for a typical ESP installation consists of a variable frequency drive (VFD), a multi-tap… read more here.
Keywords: system; esp system; submersible pump; operational parameters ... See more keywords
A Neuro-Fuzzy Control Scheme for the Electrical Submersible Pumping in Oilfield Systems
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Latin America Transactions"
DOI: 10.1109/tla.2017.8070411
Abstract: This work presents the development and implementation of a hybrid intelligent system (neuro-fuzzy) based controller applied to a non-linear flow control process in oilfield equipped with electrical submersible pumping as artificial lifting method. The efficient… read more here.
Keywords: control scheme; neuro fuzzy; control; submersible pumping ... See more keywords
Pressure pulsation investigation in an electrical submersible pump based on Morlet continuous wavelet transform
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science"
DOI: 10.1177/09544062211000077
Abstract: Electrical Submersible Pumps (ESP) are one of the most reliable and efficient ways to lift oil or water from the ground or deep-sea to the surface. How to reduce the pressure pulsation and increase reliability… read more here.
Keywords: morlet continuous; pressure; electrical submersible; continuous wavelet ... See more keywords