Development of a Fuzzy Model to Estimate the Head of Gaseous Petroleum Fluids Driven by Electrical Submersible Pumps

M. Mohammadzaheri; A. AlQallaf; M. Ghodsi; H. Ziaiefar

doi:10.1080/16168658.2018.1509523

Development of a Fuzzy Model to Estimate the Head of Gaseous Petroleum Fluids Driven by Electrical Submersible Pumps

M. Mohammadzaheri^*, A. AlQallaf, M. Ghodsi, H. Ziaiefar

^*Corresponding author for this work

Mechanical and Industrial Engineering

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

6 Citations (Scopus)

Abstract

This paper proposes a fuzzy model to estimate the head of gaseous petroleum fluids (GPFs) driven by electrical submersible pumps (ESPs). The proposed fuzzy model is an alternative to widely used empirical models. Numerical and analytical models have been also proposed to estimate heads of GPFs in ESPs, which have failed to reliably serve the function. The developed fuzzy model evidently outperforms comparable empirical models in terms of accuracy and presents a mean absolute estimation error of 52.4% less than the most accurate existing empirical model.

Original language	English
Pages (from-to)	99-106
Number of pages	8
Journal	Fuzzy Information and Engineering
Volume	10
Issue number	1
DOIs	https://doi.org/10.1080/16168658.2018.1509523
Publication status	Published - Jan 2 2018

Keywords

ESP
estimation
fuzzy
gaseous
head
model
petroleum

ASJC Scopus subject areas

Control and Systems Engineering
Theoretical Computer Science
Information Systems
Logic
Management Science and Operations Research
Industrial and Manufacturing Engineering
Artificial Intelligence
Applied Mathematics

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10.1080/16168658.2018.1509523

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abstract = "This paper proposes a fuzzy model to estimate the head of gaseous petroleum fluids (GPFs) driven by electrical submersible pumps (ESPs). The proposed fuzzy model is an alternative to widely used empirical models. Numerical and analytical models have been also proposed to estimate heads of GPFs in ESPs, which have failed to reliably serve the function. The developed fuzzy model evidently outperforms comparable empirical models in terms of accuracy and presents a mean absolute estimation error of 52.4% less than the most accurate existing empirical model.",

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AU - Ghodsi, M.

AU - Ziaiefar, H.

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N2 - This paper proposes a fuzzy model to estimate the head of gaseous petroleum fluids (GPFs) driven by electrical submersible pumps (ESPs). The proposed fuzzy model is an alternative to widely used empirical models. Numerical and analytical models have been also proposed to estimate heads of GPFs in ESPs, which have failed to reliably serve the function. The developed fuzzy model evidently outperforms comparable empirical models in terms of accuracy and presents a mean absolute estimation error of 52.4% less than the most accurate existing empirical model.

AB - This paper proposes a fuzzy model to estimate the head of gaseous petroleum fluids (GPFs) driven by electrical submersible pumps (ESPs). The proposed fuzzy model is an alternative to widely used empirical models. Numerical and analytical models have been also proposed to estimate heads of GPFs in ESPs, which have failed to reliably serve the function. The developed fuzzy model evidently outperforms comparable empirical models in terms of accuracy and presents a mean absolute estimation error of 52.4% less than the most accurate existing empirical model.

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Development of a Fuzzy Model to Estimate the Head of Gaseous Petroleum Fluids Driven by Electrical Submersible Pumps

Abstract

Keywords

ASJC Scopus subject areas

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