Robust model for the determination of wax deposition in oil systems

A Kamari, A Khaksar-Manshad… - Industrial & …, 2013 - ACS Publications
Wax deposition is a serious problem during oil production in the petroleum industry.
Therefore, accurate prediction of this solid deposition problem can result in increasing the …

Modeling of wax deposition produced in the pipelines using PSO-ANFIS approach

ZQ Chu, J Sasanipour, M Saeedi… - Petroleum Science …, 2017 - Taylor & Francis
Wax deposition in petroleum industry is one of the major problems requiring accurate
predictive procedures to reduce the deficiencies and effective designing of the process. An …

Genetic programming applications in chemical sciences and engineering

R Vyas, P Goel, SS Tambe - Handbook of genetic programming …, 2015 - Springer
Abstract Genetic programming (GP)(Koza, Genetic programming: a paradigm for genetically
breeding populations of computer programs to solve problems, Stanford University …

Combining of intelligent models through committee machine for estimation of wax deposition

A Gholami, HR Ansari, S Ahmadi - Journal of the Chinese …, 2018 - Wiley Online Library
Deposition of the wax is one of the thorny issues in the petroleum industry, invoking costly
problems during the transportation and production of crude oil. Owing to its devastating …

Intelligent Prediction of CO2 Capture in Propyl Amine Methyl Imidazole Alanine Ionic Liquid: An Artificial Neural Network Model

M Mirarab, M Sharifi, B Behzadi… - Separation Science and …, 2015 - Taylor & Francis
The objective of this paper is to create a new artificial neural network (ANN) model to predict
solubility of CO2 in a new structure of task specific ionic liquids called propyl amine methyl …

Distinctive microbial communities imply the main mechanism in a MEOR trial in high pour-point reservoir

X Wang, X Li, L Yu, Y Li, L Huang, W Lin, D Li - Journal of Petroleum …, 2019 - Elsevier
Based on preliminary research in laboratory, a microbial enhanced oil recovery (MEOR)
field trial was carried out in three production wells in Liaohe high pour-point oil reservoir …

A new experimental and modeling investigation of wax precipitation in pipelines based on asphaltene content

R Salehi, MR Ehsani, TJ Behbahani - Petroleum Chemistry, 2021 - Springer
In this paper, a new model is proposed for wax precipitation. Fugacity of the solid phase is
calculated indirectly by considering the fugacity of the pure liquid phase. In this approach …

Deposit reduction in a high pour point oil reservoir due to the activity of indigenous bacterial communities

Y He, F Zhang, IM Banat, C Pu, H Dong, F Shu… - International …, 2016 - Elsevier
Physical simulation experiments were performed to simulate the reservoir environment and
evaluate deposit reduction and oil recovery by indigenous bacteria inhabiting different types …

基于人工智能的抽油机井结蜡预警方法

邴绍强 - 石油钻探技术, 2019 - syzt.com.cn
针对依靠现场经验确定的清蜡周期不准确而导致蜡卡躺井的问题, 开展了基于人工智能的抽油
机井结蜡预警方法研究. 利用皮尔逊相关系数分析方法, 分析了17 项油井自动采集参数与结蜡 …

Prediction of asphaltene precipitation in live and tank crude oil using Gaussian process regression

H Rostami, A Khaksar Manshad - Petroleum science and …, 2013 - Taylor & Francis
The study of asphaltene precipitation properties has been motivated by their propensity to
aggregate, flocculate, precipitate, and adsorb onto interfaces. The tendency of asphaltenes …