Modeling of methane adsorption capacity in shale gas formations using white-box supervised machine learning techniques
出版年份 2021 全文链接
标题
Modeling of methane adsorption capacity in shale gas formations using white-box supervised machine learning techniques
作者
关键词
Shale gas, Adsorption, Data-driven, Gene expression programming (GEP), Group method of data handling (GMDH)
出版物
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
Volume -, Issue -, Pages 109226
出版商
Elsevier BV
发表日期
2021-07-15
DOI
10.1016/j.petrol.2021.109226
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Prediction of hydrate formation temperature using gene expression programming
- (2021) Menad Nait Amar Journal of Natural Gas Science and Engineering
- Estimation of adsorption capacity of CO2, CH4, and their binary mixtures in Quidam shale using LSSVM: Application in CO2 enhanced shale gas recovery and CO2 storage
- (2020) Amin Bemani et al. Journal of Natural Gas Science and Engineering
- Prediction of CO2 diffusivity in brine using white-box machine learning
- (2020) Menad Nait Amar et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Prediction of methane adsorption in shale: Classical models and machine learning based models
- (2020) Meng Meng et al. FUEL
- Modeling solubility of sulfur in pure hydrogen sulfide and sour gas mixtures using rigorous machine learning methods
- (2020) Menad Nait Amar INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- A novel experimental system for accurate gas sorption and its application to various shale rocks
- (2020) Long Fan et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
- Application of gene expression programming for predicting density of binary and ternary mixtures of ionic liquids and molecular solvents
- (2020) Menad Nait Amar et al. Journal of the Taiwan Institute of Chemical Engineers
- Methane recovery from gas hydrate-bearing sediments: An experimental study on the gas permeation characteristics under varying pressure
- (2019) Anthony Okwananke et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Asphaltene adsorption using green nanocomposites: Experimental study and adaptive neuro-fuzzy interference system modeling
- (2019) Majid Mohammadi et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Modeling Wax Disappearance Temperature Using Advanced Intelligent Frameworks
- (2019) Chahrazed Benamara et al. ENERGY & FUELS
- Modeling asphaltene precipitation during natural depletion of reservoirs and evaluating screening criteria for stability of crude oils
- (2019) Abdolhossein Hemmati-Sarapardeh et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Non-Newtonian fluid flow dynamics in rotating annular media: Physics-based and data-driven modeling
- (2019) Reza Ershadnia et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Investigation of variation in shale gas adsorption capacity with burial depth: Insights from the adsorption potential theory
- (2019) Hexin Huang et al. Journal of Natural Gas Science and Engineering
- A multi-site model to determine supercritical methane adsorption in energetically heterogeneous shales
- (2018) Jing Li et al. CHEMICAL ENGINEERING JOURNAL
- Investigation of moisture effect on methane adsorption capacity of shale samples
- (2018) Jie Zou et al. FUEL
- A novel method to estimate subsurface shale gas capacities
- (2018) Hexin Huang et al. FUEL
- Experimental study of supercritical methane adsorption in Longmaxi shale: Insights into the density of adsorbed methane
- (2018) Shangwen Zhou et al. FUEL
- A modified supercritical Dubinin–Radushkevich model for the accurate estimation of high pressure methane adsorption on shales
- (2018) Xu Song et al. INTERNATIONAL JOURNAL OF COAL GEOLOGY
- A study on performance, combustion and emission behaviour of diesel engine powered by novel nano nerium oleander biofuel
- (2018) B. Dhinesh et al. JOURNAL OF CLEANER PRODUCTION
- New empirical correlations for determination of Minimum Miscibility Pressure (MMP) during N 2 -contaminated lean gas flooding
- (2018) Alireza Rostami et al. Journal of the Taiwan Institute of Chemical Engineers
- Study of adsorption behavior in shale reservoirs under high pressure
- (2018) Zheng Jiang et al. Journal of Natural Gas Science and Engineering
- Mechanisms of shale gas adsorption: Evidence from thermodynamics and kinetics study of methane adsorption on shale
- (2018) Lei Chen et al. CHEMICAL ENGINEERING JOURNAL
- Adsorption Models for Methane in Shales: Review, Comparison, and Application
- (2017) Xu Tang et al. ENERGY & FUELS
- Correlation of Experimental Liquid–Liquid Equilibrium Data for Ternary Systems Using NRTL and GMDH-Type Neural Network
- (2017) Sezin Bekri et al. JOURNAL OF CHEMICAL AND ENGINEERING DATA
- Modeling gas/vapor viscosity of hydrocarbon fluids using a hybrid GMDH-type neural network system
- (2017) Atefeh Dargahi-Zarandi et al. JOURNAL OF MOLECULAR LIQUIDS
- A novel approach for modeling and optimization of surfactant/polymer flooding based on Genetic Programming evolutionary algorithm
- (2016) Peyman Bahrami et al. FUEL
- A dual-site Langmuir equation for accurate estimation of high pressure deep shale gas resources
- (2016) Xu Tang et al. FUEL
- Shale gas and non-aqueous fracturing fluids: Opportunities and challenges for supercritical CO 2
- (2015) Richard S. Middleton et al. APPLIED ENERGY
- Rapid method to estimate the minimum miscibility pressure (MMP) in live reservoir oil systems during CO 2 flooding
- (2015) Arash Kamari et al. FUEL
- Modeling the Thermal Conductivity of Ionic Liquids and Ionanofluids Based on a Group Method of Data Handling and Modified Maxwell Model
- (2015) Saeid Atashrouz et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Cross-validation for selecting a model selection procedure
- (2015) Yongli Zhang et al. JOURNAL OF ECONOMETRICS
- Shale gas potential of the major marine shale formations in the Upper Yangtze Platform, South China, Part II: Methane sorption capacity
- (2014) Jingqiang Tan et al. FUEL
- Shale-Gas Permeability and Diffusivity Inferred by Improved Formulation of Relevant Retention and Transport Mechanisms
- (2010) Faruk Civan et al. TRANSPORT IN POROUS MEDIA
- Using Gene Expression Programming to estimate sonic log distributions based on the natural gamma ray and deep resistivity logs: A case study from the Anadarko Basin, Oklahoma
- (2009) Constantin Cranganu et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Lower Cretaceous gas shales in northeastern British Columbia, Part I: geological controls on methane sorption capacity
- (2008) G. R.L. Chalmers et al.
- The importance of shale composition and pore structure upon gas storage potential of shale gas reservoirs
- (2008) Daniel J.K. Ross et al. MARINE AND PETROLEUM GEOLOGY
- Characterizing the shale gas resource potential of Devonian–Mississippian strata in the Western Canada sedimentary basin: Application of an integrated formation evaluation
- (2007) Daniel J. K. Ross et al. AAPG BULLETIN
- Fractal characterization of adsorption-pores of coals from North China: An investigation on CH4 adsorption capacity of coals
- (2007) Yanbin Yao et al. INTERNATIONAL JOURNAL OF COAL GEOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation