Rescaling method for improved machine-learning decline curve analysis for unconventional reservoirs

B Li, TC Billiter, T Tokar - SPE Journal, 2021 - onepetro.org
Decline curve analysis (DCA) has been widely applied in production forecasting of wells in
unconventional hydrocarbon reservoirs. However, traditional curve-fit-based methods fall …

Significant error reduction in machine-learning decline curve analysis for unconventional reservoirs

B Li, TC Billiter, T Tokar - … Technology Conference, 20–22 July 2020, 2020 - library.seg.org
Decline Curve Analysis (DCA) has been widely applied in production forecasting of wells in
unconventional hydrocarbon reservoirs. However, traditional curve-fit-based methods fall …

Planning a well configuration using geomechanical parameters

G Bardy, JM Yarus, HG Walters, KB Hall… - US Patent …, 2023 - Google Patents
Geomechanical parameters can be used to optimize a well configuration that includes one
or more projected wells having locations and geometries. Formation data and regional …

Forecasting hydrocarbon production

LI Boxiao - US Patent 11,668,854, 2023 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …

Systems and methods for estimating reservoir productivity as a function of depth in a subsurface volume of interest

SJ Prochnow, Y Lin, MJ Richey, MC Jones - US Patent 11,221,427, 2022 - Google Patents
Systems and methods for estimating reservoir productivity as a function of depth in a
subsurface volume of interest are disclosed. Exemplary implementations may: obtain subsur …

Systems and methods for predicting hydrocarbon production and assessing prediction uncertainty

J Thorne, LI Lewis - US Patent 11,480,709, 2022 - Google Patents
Methods and systems for predicting hydrocarbon production and production uncertainty are
disclosed. Exemplary implementations may: obtain training data, the training data including …

Systems and methods for forecasting well productivity

SUN Jianlei, Y Mao, D Fulton, J Ma… - US Patent 11,428,078, 2022 - Google Patents
Disclosed are systems and methods for obtaining an input sequence of input data features
associated with a well for at least one time stamp during a period of time including well …

Method and system for self learning location selection and timing prediction

M El Saban, P Schietinger, A Kaheel… - US Patent App. 15 …, 2019 - Google Patents
A self-learning system, a method, and a non-transitory computer readable medium having
computer executable instructions stored thereon, where each assist in determining a total …

System and method for oil and gas predictive analytics

J Zheng, Q Zong, SM Main - US Patent 11,748,644, 2023 - Google Patents
Embodiments disclosed herein generally relate to a method and system for oil and gas
predictive analytics. A computer system receives a set of production information for a well …

Determining a wellbore landing zone

M Thoms, J Qu, J Huang, D Howard - US Patent 11,579,334, 2023 - Google Patents
US11579334B2 - Determining a wellbore landing zone - Google Patents US11579334B2 -
Determining a wellbore landing zone - Google Patents Determining a wellbore landing zone …