Application of cascade forward neural network and group method of data handling to modeling crude oil pyrolysis during thermal enhanced oil recovery

MR Mohammadi, A Hemmati-Sarapardeh… - Journal of Petroleum …, 2021 - Elsevier
Oil recovery during in situ combustion is majorly controlled by hydrocarbon oxidation and
pyrolysis reactions, which govern fuel formation and heat evolution. Fuel deposition, in turn …

On the evaluation of crude oil oxidation during thermogravimetry by generalised regression neural network and gene expression programming: application to thermal …

MR Mohammadi, A Hemmati-Sarapardeh… - … Theory and Modelling, 2021 - Taylor & Francis
Enhancing oil recovery using in-situ combustion (ISC) is an attractive alternative, especially
for heavy crudes. During ISC, part of the hydrocarbon is pyrolysed/oxidised, which …

Probing the mechanism and impact of light oil oxidation on in situ hydrogen production from petroleum reservoirs: A combined SARA-based experimental and …

CJ Okere, JJ Sheng - Energy & Fuels, 2024 - ACS Publications
This study investigates hydrogen production from light oil reservoirs via in situ combustion–
gasification, emphasizing crude oil oxidation, which is crucial for initiating combustion and …

Modeling crude oil pyrolysis process using advanced white-box and black-box machine learning techniques

F Hadavimoghaddam, A Rozhenko… - Scientific Reports, 2023 - nature.com
Accurate prediction of fuel deposition during crude oil pyrolysis is pivotal for sustaining the
combustion front and ensuring the effectiveness of in-situ combustion enhanced oil recovery …

Effects of the combined use of kaolinite and dolomite as catalysts for the heavy oil oxidation

Y Dai, X Zhang, R Pu, W Hu, L Wang, H Yang… - Applied Clay …, 2024 - Elsevier
The oxidation of heavy oil (HOO) during In-situ combustion (ISC) within the porous media of
reservoir rock matrix is a critical process. Although previous research has individually …

Influence of Carbonate Minerals on Heavy Oil Oxidation Behavior and Kinetics by TG-FTIR

KA Ariskina, Z Ding, M Abaas, C Yuan, DA Emelianov… - Energies, 2021 - mdpi.com
The impact of rock minerals on the performance of in situ combustion (ISC) techniques for
enhanced oil recovery (EOR) is very important. This work is aimed at investigating the …

Measurement of specific surface area of barite in drilling fluid and its applications

D Wang, Z Qiu, H Zhong, X Zhao, J Su… - Petroleum Science and …, 2024 - Taylor & Francis
In the weighting drilling fluid, barite will adsorb the free water and additives in the drilling
fluid, which often worsens the performance of the drilling fluid. In order to optimize the …

[HTML][HTML] Catalytic oxidation of heavy crude oil using copper based catalyst for in-situ combustion enhanced oil recovery

S Talipov, S Kalajahi, C Yuan, M Varfolomeev - Education, 2018 - researchgate.net
The recovery of heavy, extra heavy oils and bitumens has been challenging for the world oil
industry. In-situ combustion (ISC) has been proved to be effective method for the enhanced …

[PDF][PDF] Influence of Carbonate Minerals on Heavy Oil Oxidation Behavior and Kinetics by TG-FTIR. Energies 2021, 14, 8136

KA Ariskina, Z Ding, M Abaas, C Yuan, DA Emelianov… - 2021 - academia.edu
The impact of rock minerals on the performance of in situ combustion (ISC) techniques for
enhanced oil recovery (EOR) is very important. This work is aimed at investigating the …

Effect of tripoli of pervomaysky field on the heavy crude oil combustion by hp-dsc

M Abaas, AA Al-Muntaser, KA Ariskina… - International …, 2019 - search.proquest.com
In situ combustion (ISC) method is considered as a relatively inexpensive and effective
method for enhanced oil recovery (EOR). It can achieve a very high oil recovery factor due to …