Removing the Outlier from the Production Data for the Decline Curve Analysis of Shale Gas Reservoirs: A Comparative Study Using Machine Learning

Removing the Outlier from the Production Data for the Decline Curve Analysis of Shale Gas Reservoirs: A Comparative Study Using Machine Learning

Bibliographic Details
Main Authors:	Taha Yehia, Hamid Khattab, Mahmoud Tantawy, Ismail Mahgoub
Format:	Article
Language:	English
Published:	American Chemical Society 2022-08-01
Series:	ACS Omega
Online Access:	https://doi.org/10.1021/acsomega.2c03238

Similar Items

Suitability of Different Machine Learning Outlier Detection Algorithms to Improve Shale Gas Production Data for Effective Decline Curve Analysis
by: Taha Yehia, et al.
Published: (2022-11-01)

Methods of Decline Curve Analysis for Shale Gas Reservoirs
by: Lei Tan, et al.
Published: (2018-03-01)

Assessing the accuracy of empirical decline curve techniques for forecasting production in unconventional reservoirs: a case study of Haynesville, Marcellus, and Marcellus Upper Shale
by: Shams Coutry, et al.
Published: (2023-06-01)

Rate Decline Analysis of Vertically Fractured Wells in Shale Gas Reservoirs
by: Xiaoyang Zhang, et al.
Published: (2017-10-01)

Probabilistic Decline Curve Analysis: State-of-the-Art Review
by: Taha Yehia, et al.
Published: (2023-05-01)

Hydraulic fracturing application in shale gas reservoir /
by: Sharniyah Vijayan, 1991-, author, et al.
Published: (2017)

Hydraulic fracturing application in shale gas reservoir /
by: Sharniyah Vijayan, 1991-, author 642975, et al.
Published: (2017)

Hydraulic fracturing application in shale gas reservoir /
by: Sharniyah Vijayan, 1991-, author 642975, et al.
Published: (2017)

Optimization of Financial Indicators in Shale-Gas Wells Combining Numerical Decline Curve Analysis and Economic Data Analysis
by: Andres Soage, et al.
Published: (2024-02-01)

Optimization of Financial Indicators in Shale-Gas Wells Combining Numerical Decline Curve Analysis and Economic Data Analysis
by: Soage, Andres, et al.
Published: (2024)

Review of Formation and Gas Characteristics in Shale Gas Reservoirs
by: Boning Zhang, et al.
Published: (2020-10-01)

Shale Poroelastic Effects on Well Performance Analysis of Shale Gas Reservoirs
by: Ebrahim Fathi, et al.
Published: (2021-04-01)

Hydraulic fracturing application in shale gas reservoir
by: Vijayan, Sharniyah
Published: (2017)

Gas Flow Behavior of Nanoscale Pores in Shale Gas Reservoirs
by: Weijun Shen, et al.
Published: (2017-05-01)

The influencing factors of gas adsorption behaviors in shale gas reservoirs
by: Xiaoying Lin, et al.
Published: (2023-01-01)

Identification of natural fractures in shale gas reservoirs using fracture signature function and machine learning models
by: Atif Ismail, et al.
Published: (2024-01-01)

Productivity Prediction of Fractured Horizontal Well in Shale Gas Reservoirs with Machine Learning Algorithms
by: Tianyu Wang, et al.
Published: (2021-12-01)

NMR technology in reservoir evaluation for shale oil and gas
by: Zhongliang SUN, et al.
Published: (2022-09-01)

Standardized surface engineering design of shale gas reservoirs
by: Guangchuan Liang, et al.
Published: (2016-01-01)

Fracture Modeling of Shale Oil and Gas Reservoirs in Texas
by: Shihui Gao, et al.
Published: (2023-08-01)

Shale gas reservoirs: Theoretical, practical and research issues
by: Roberto Aguilera
Published: (2016-09-01)

Bayesian-based probabilistic decline curve analysis study in unconventional reservoirs
by: Ahmed Attia, et al.
Published: (2024-04-01)

Application of supervised machine learning to predict the enhanced gas recovery by CO2 injection in shale gas reservoirs
by: Moataz Mansi, et al.
Published: (2024-03-01)

Twin Shear Unified Strength Solution of Shale Gas Reservoir Collapse Deformation in the Process of Shale Gas Exploitation
by: Ying Cui, et al.
Published: (2022-06-01)

Production prediction based on ASGA-XGBoost in shale gas reservoir
by: Xin Zhou, et al.
Published: (2024-03-01)

Optimization of key parameters for porosity measurement of shale gas reservoirs
by: Shangwen Zhou, et al.
Published: (2021-10-01)

Molecular Simulation of Adsorption in Deep Marine Shale Gas Reservoirs
by: Cheng Chang, et al.
Published: (2022-01-01)

Brittleness Evaluation in Shale Gas Reservoirs and Its Influence on Fracability
by: Yapei Ye, et al.
Published: (2020-01-01)

T2D2: A Time Series Tester, Transformer, and Decomposer Framework for Outlier Detection
by: Abdel Hamid Khattab, et al.
Published: (2023-03-01)

The study of reservoir performance prediction using material balance and decline curve analysis /
by: Mohamad Redzuan Ahmad Jakil, 1991-, et al.
Published: (2014)

A coupling model for gas diffusion and seepage in SRV section of shale gas reservoirs
by: Shusheng Gao, et al.
Published: (2017-03-01)

Geological conditions and controls of gas content of Carboniferous shale gas reservoirs in western Guizhou
by: Bingren JIANG, et al.
Published: (2022-07-01)

A new method for calculating gas saturation of low-resistivity shale gas reservoirs
by: Jinyan Zhang, et al.
Published: (2017-09-01)

Experimental study on the effect of foam in preventing gas channeling in shale reservoir
by: Xiong Xiaofei, et al.
Published: (2024-01-01)

Geochemical characteristics of the shale gas reservoirs in Guizhou Province, South China
by: Yuliang Mou, et al.
Published: (2024-03-01)

Influence of reservoir primary water on shale gas occurrence and flow capacity
by: Zhiming Hu, et al.
Published: (2019-01-01)

Application of electric drive fracturing equipment in shale gas reservoir stimulation
by: Bin Zhang, et al.
Published: (2020-12-01)

Life-cycle deliquification techniques and their application for deep shale gas reservoirs
by: Huali Zhang, et al.
Published: (2023-08-01)

Investigation on Nonlinear Behaviors of Seepage in Deep Shale Gas Reservoir with Viscoelasticity
by: Xuhua Gao, et al.
Published: (2023-08-01)

Optimization of Fracturing Parameters by Modified Genetic Algorithm in Shale Gas Reservoir
by: Xin Zhou, et al.
Published: (2023-03-01)