Concepedia

Production Forecasting for Shale Gas Well in Transient Flow Using Machine Learning and Decline Curve Analysis

Dongkwon Han, Sunil Kwon, Han Am Son, Jang Hyun Lee

Proceedings of the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference · 2019 · 23 citations · 20 references

Concepts

EngineeringGeological EngineeringPetroleum EngineeringForecastingMachine LearningReservoir EngineeringDecline Curve AnalysisPressure Transient AnalysisProduction ForecastingReservoir ForecastingTime Series ForecastingWell ModelingDecline Curve FittingGas Production ForecastingPressure Decline PredictionProduction Decline Curve AnalysisReservoir Production ForecastingTransient FlowTransient Flow Dynamics

References

20

NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set

Malika Charrad, Nadia Ghazzali, Véronique Boiteau et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2014 · 1.6K citations · Full text

Computing, Biostatistics, Data Science +13

Analysis of Decline Curves

J.J. Arps · Transactions of the AIME · 1945 · 1.5K citations · Full text

Engineering, Operations Management, Forecasting +11

<b>clValid</b>: An<i>R</i>Package for Cluster Validation

Guy Brock, Vasyl Pihur, Susmita Datta et al. · Journal of Statistical Software · 2008 · 773 citations · Full text

Life Sciences, Bioinformatics, Biology +13

Exponential vs. Hyperbolic Decline in Tight Gas Sands — Understanding the Origin and Implications for Reserve Estimates Using Arps' Decline Curves

D. Ilk, J. A. Rushing, A. D. Perego et al. · SPE Annual Technical Conference and Exhibition · 2008 · 415 citations

Engineering, Earth Sciences, Petroleum Engineering +16

Rate-Decline Analysis for Fracture-Dominated Shale Reservoirs

Anh N. Duong · SPE Reservoir Evaluation & Engineering · 2011 · 312 citations

Engineering, Earth Sciences, Petroleum Engineering +15