Modelling of petroleum multiphase flow in electrical submersible pumps with shallow artificial neural networks

Morteza Mohammadzaheri; Reza Tafreshi; Zurwa Khan; Mojatba Ghodsi; Mathew Franchek; Karolos Grigoriadis

doi:10.1080/17445302.2019.1605959

Modelling of petroleum multiphase flow in electrical submersible pumps with shallow artificial neural networks

Morteza Mohammadzaheri^*, Reza Tafreshi, Zurwa Khan, Mojatba Ghodsi, Mathew Franchek, Karolos Grigoriadis

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

20 Citations (SciVal)

Original language	English
Pages (from-to)	174-183
Number of pages	10
Journal	Ships and Offshore Structures
Volume	15
Issue number	2
DOIs	https://doi.org/10.1080/17445302.2019.1605959
Publication status	Published (VoR) - 7 Feb 2020

Keywords

Electrical submersible pump
empirical model
multiphase petroleum fluid
shallow artificial neural network

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10.1080/17445302.2019.1605959

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title = "Modelling of petroleum multiphase flow in electrical submersible pumps with shallow artificial neural networks",

keywords = "Electrical submersible pump, empirical model, multiphase petroleum fluid, shallow artificial neural network",

author = "Morteza Mohammadzaheri and Reza Tafreshi and Zurwa Khan and Mojatba Ghodsi and Mathew Franchek and Karolos Grigoriadis",

note = "Funding Information: This work was supported by NPRP grant from the Qatar National Research Fund (a member of Qatar Foundation), grant number is 7-1114-2-415. Publisher Copyright: {\textcopyright} 2019, {\textcopyright} 2019 Informa UK Limited, trading as Taylor & Francis Group.",

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doi = "10.1080/17445302.2019.1605959",

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T1 - Modelling of petroleum multiphase flow in electrical submersible pumps with shallow artificial neural networks

AU - Mohammadzaheri, Morteza

AU - Tafreshi, Reza

AU - Khan, Zurwa

AU - Ghodsi, Mojatba

AU - Franchek, Mathew

AU - Grigoriadis, Karolos

N1 - Funding Information: This work was supported by NPRP grant from the Qatar National Research Fund (a member of Qatar Foundation), grant number is 7-1114-2-415. Publisher Copyright: © 2019, © 2019 Informa UK Limited, trading as Taylor & Francis Group.

PY - 2020/2/7

Y1 - 2020/2/7

KW - Electrical submersible pump

KW - empirical model

KW - multiphase petroleum fluid

KW - shallow artificial neural network

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VL - 15

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EP - 183

JO - Ships and Offshore Structures

JF - Ships and Offshore Structures

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ER -

Modelling of petroleum multiphase flow in electrical submersible pumps with shallow artificial neural networks

Keywords

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