Advanced search
Publication Cover
Petroleum Science and Technology Volume 34, 2016 - Issue 20
Submit an article Journal homepage
203
Views
32
CrossRef citations to date
0
Altmetric
Original Articles

Modeling of viscosity for mixtures of Athabasca bitumen and heavy n-alkane with LSSVM algorithm

Alireza BaghbanYoung Researcher and Elite Club, Marvdasht Branch, Islamic Azad University, Marvdasht, IranCorrespondence[email protected]
,
Peyman AbbasiDepartment of Petroleum Engineering, Ahwaz Faculty of Petroleum Engineering Petroleum University of Technology (PUT), Ahwaz, Iran
&
Peyman RostamiDepartment of Petroleum Engineering, Amirkabir University of Technology, Tehran, Iran
Pages 1698-1704 | Published online: 26 Oct 2016

Citations (32)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (24)

Andréa da Silva Pereira, Arthur Reys Carvalho de Oliveira, Pedro F. G. Silvino, Moises Bastos-Neto & Sebastião M. P. Lucena. (2022) Neural network protocol to predict interfacial tension for CO2/CH4/Water-Brine ternary systems under reservoir temperature and pressure ranges. Petroleum Science and Technology 40:2, pages 181-200.
Read now
Shahram Amiri & Elnaz Karimi. (2021) Estimation of catalytic hydrogen production through water-gas shift reaction using a machine learning technique. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 0:0, pages 1-12.
Read now
Muhammad Rafiq Kakar, Zakariaa Refaa, Moises Bueno, Jörg Worlitschek, Anastasia Stamatiou & Manfred N. Partl. (2020) Investigating bitumen’s direct interaction with Tetradecane as potential phase change material for low temperature applications. Road Materials and Pavement Design 21:8, pages 2356-2363.
Read now
Milad Janghorban Lariche, Shahrzad Soltani, Hossein Davoudi Nezhad, Hamed Moradi, Sheyda Soltani, Fatemeh Farsayad & Hossein Moradi Kazerouni. (2020) Developing supervised models for estimating methylene blue removal by silver nanoparticles. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 42:10, pages 1247-1254.
Read now
Hani Ahmadi, Haleh Ahmadi & Alireza Baghban. (2020) Modeling vaporization enthalpy of pure hydrocarbons and petroleum fractions using LSSVM approach. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 42:5, pages 569-576.
Read now
Reza Eghtedaei, Navid Kianoosh Moghaddam, Vali Sarlak, Amir Noori deldar & Alireza Baghban. (2019) Neural computing approach for predicting vaporization enthalpy of pure hydrocarbons and petroleum fractions. Petroleum Science and Technology 37:16, pages 1898-1904.
Read now
Hani Ahmadi, Alireza Baghban & Mohammad Baghban. (2019) Implementing PSO-LSSVM model to approximate vaporization enthalpy of pure hydrocarbons and petroleum fractions. Petroleum Science and Technology 37:16, pages 1891-1897.
Read now
Mohammad Navid Kardani, Alireza Baghban, Mohammad Ehsan Hamzehie & Mohammad Baghban. (2019) Phase behavior modeling of asphaltene precipitation utilizing RBF-ANN approach. Petroleum Science and Technology 37:16, pages 1861-1867.
Read now
Alireza Rostami, Abdolhossein Hemmati-Sarapardeh & Amir H. Mohammadi. (2019) Estimating n-tetradecane/bitumen mixture viscosity in solvent-assisted oil recovery process using GEP and GMDH modeling approaches. Petroleum Science and Technology 37:14, pages 1640-1647.
Read now
Alireza Baghban. (2019) Computational modeling of biodiesel production using supercritical methanol. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 41:1, pages 14-20.
Read now
Mohammad Sepehr, Mohammad Baghban, Alireza Ghanbari, Mohamad Ebrahim Bozorgvar & Alireza Baghban. (2018) Modeling dynamic viscosity of n-alkanes using LSSVM technique. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 40:16, pages 1966-1973.
Read now
Mohammad Hosein Emami Baghdadi, Houman Darvish, Hesam Rezaei & Mohammad Savadinezhad. (2018) Applying LSSVM algorithm as a novel and accurate method for estimation of interfacial tension of brine and hydrocarbons. Petroleum Science and Technology 36:15, pages 1170-1174.
Read now
Soroush Khosravani Haghighi & Moein Nabipour. (2018) Application of LSSVM algorithm as a novel tool for prediction of density of bitumen and heavy n-alkane mixture. Petroleum Science and Technology 36:15, pages 1137-1142.
Read now
Razieh Razavi, Mohammad Navid Kardani, Alireza Ghanbari, Milad Janghorban Lariche & Alireza Baghban. (2018) Utilization of LSSVM algorithm for estimating synthetic natural gas density. Petroleum Science and Technology 36:11, pages 807-812.
Read now
Mohammad Hosein Emami Baghdadi, Houman Darvish, Hosein Zanbouri & Karim Rouhibakhsh. (2018) Applying FCM-ANFIS algorithm as a novel computational method for prediction of viscosity of bitumen and heavy alkane mixture. Petroleum Science and Technology 36:11, pages 787-792.
Read now
Alireza Rostami, Hojatollah Ebadi, Amir H. Mohammadi & Alireza Baghban. (2018) Viscosity estimation of Athabasca bitumen in solvent injection process using genetic programming strategy. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 40:8, pages 922-928.
Read now
Houman Darvish, Pejman Ghani, Mohsen Zare & Hesam Rezaei. (2018) Application of fuzzy c-means algorithm as a novel method to predict density of mixtures of Athabasca bitumen and heavy n-alkane. Petroleum Science and Technology 36:5, pages 338-342.
Read now
Mohammad Madani, Peyman Abbasi, Alireza Baghban, Ghasem Zargar & Pezhman Abbasi. (2017) Modeling of CO2-brine interfacial tension: Application to enhanced oil recovery. Petroleum Science and Technology 35:23, pages 2179-2186.
Read now
Jia Guo & Alireza Baghban. (2017) Application of ANFIS strategy for prediction of biodiesel production using supercritical methanol. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 39:17, pages 1862-1868.
Read now
Reza Eghtedaei, Mahdi Abdi-khanghah, Behnoosh S.A. Najar & Alireza Baghban. (2017) Viscosity estimation of mixed oil using RBF-ANN approach. Petroleum Science and Technology 35:17, pages 1731-1736.
Read now
Abhary Eleyedath & Aravind Krishna Swamy. (2017) Gene expression programming-based viscosity-mixing rule for asphalt blends. Petroleum Science and Technology 35:14, pages 1508-1514.
Read now
Mohammad Navid Kardani & Alireza Baghban. (2017) Utilization of LSSVM strategy to predict water content of sweet natural gas. Petroleum Science and Technology 35:8, pages 761-767.
Read now
Alireza Baghban, Hamidreza Rajabi & Naser Jamshidi. (2017) ANFIS modeling of carbon dioxide capture from gas stream emissions in the petrochemical production units. Petroleum Science and Technology 35:6, pages 625-631.
Read now
Hasan Tavakoli, Ashkan Khoshkharam, Jafar Sasanipour & Alireza Baghban. (2017) Modeling of the density of mixtures of Athabasca bitumen and a high boiling n-alkane. Petroleum Science and Technology 35:6, pages 594-600.
Read now

Articles from other publishers (8)

Bo Liu & Maryam Karimi Nouroddin. (2023) Application of Artificial Intelligent Approach to Predict the Normal Boiling Point of Refrigerants. International Journal of Chemical Engineering 2023, pages 1-9.
Crossref
Majedeh Gheytanzadeh, Fatemeh Rajabhasani, Alireza Baghban, Sajjad Habibzadeh, Otman Abida, Amin Esmaeili & Muhammad Tajammal Munir. (2022) Estimating hydrogen absorption energy on different metal hydrides using Gaussian process regression approach. Scientific Reports 12:1.
Crossref
Majedeh Gheytanzadeh, Alireza Baghban, Sajjad Habibzadeh, Karam Jabbour, Amin Esmaeili, Amin Hamed Mashhadzadeh & Ahmad Mohaddespour. (2022) Intelligent route to design efficient CO2 reduction electrocatalysts using ANFIS optimized by GA and PSO. Scientific Reports 12:1.
Crossref
Denise-Penelope N. Kontoni, Kennedy C. Onyelowe, Ahmed M. Ebid, Hashem Jahangir, Danial Rezazadeh Eidgahee, Atefeh Soleymani & Chidozie Ikpa. (2022) Gene Expression Programming (GEP) Modelling of Sustainable Building Materials including Mineral Admixtures for Novel Solutions. Mining 2:4, pages 629-653.
Crossref
Majedeh Gheytanzadeh, Alireza Baghban, Sajjad Habibzadeh, Karam Jabbour, Amin Esmaeili, Ahmad Mohaddespour & Otman Abida. (2022) An insight into tetracycline photocatalytic degradation by MOFs using the artificial intelligence technique. Scientific Reports 12:1.
Crossref
Xianhe Yue & Shunshe Luo. (2022) Machine Learning-Based Prediction of Oil-Water Flow Dynamics in Carbonate Reservoirs. Fluid Dynamics & Materials Processing 18:4, pages 1195-1203.
Crossref
Majedeh Gheytanzadeh, Alireza Baghban, Sajjad Habibzadeh, Amin Esmaeili, Otman Abida, Ahmad Mohaddespour & Muhammad Tajammal Munir. (2021) Towards estimation of CO2 adsorption on highly porous MOF-based adsorbents using gaussian process regression approach. Scientific Reports 11:1.
Crossref
Abdullah Al-Gawfi, Mohsen Zirrahi, Hassan Hassanzadeh & Jalal Abedi. (2019) Development of Generalized Correlations for Thermophysical Properties of Light Hydrocarbon Solvents (C 1 –C 5 )/Bitumen Systems Using Genetic Programming . ACS Omega 4:4, pages 6955-6967.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.