...) Jacobi 2 theta Analytical Holanda et al. (2018) Copyright © 2023 Society of Petroleum Engineers reserves evaluation shale gas upstream oil & gas production forecasting complex reservoir oil shale shale oil bayesian inference production control artificial intelligence...

...Leopoldo M. Ruiz Maraggi; Larry W. Lake; Mark P. Walsh Summary Production forecasting is usually performed by applying a single model from a classical statistical standpoint (point estimation). This approach neglects: (a) model uncertainty and (b) quantification of uncertainty of the model’s...

... & simulation complex reservoir upstream oil & gas data mining bayesian inference neural network dca model reservoir characterization reservoir surveillance production forecasting reservoir simulation correlation bn-ode framework spe reservoir evaluation reservoir evaluation predictor...

... in production forecasts. In addition, the use of parallel chains with an adaptative M-H MCMC accelerates the rate of convergence and increases the robustness of the method. 25 6 2021 1 11 2021 31 10 2021 7 3 2022 11 8 2022 Copyright © 2022 Society of Petroleum Engineers...

...Enda Du; Yuetian Liu; Ziyan Cheng; Liang Xue; Jing Ma; Xuan He Summary Accurate production forecasting is an essential task and accompanies the entire process of reservoir development. With the limitation of prediction principles and processes, the traditional approaches are difficult to make rapid...

... two-phase solution reservoir evaluation texas production forecasting reserves evaluation single-phase flow solution diffusivity equation single-phase solution february 2022 Tight-oil (shale or unconventional) resources have dramatically increased the US production of oil and gas...

... Society of Petroleum Engineers reservoir characterization artificial intelligence shale gas reservoir simulation production control saudi arabia government hydraulic fracturing input parameter model parameter machine learning reservoir surveillance production forecasting neural network...

...-intensive approach and an ABC approach. reservoir characterization shale oil artificial intelligence production forecasting oil shale fluid dynamics computational time fracture half-length pressure transient analysis bayesian inference shale gas pressure transient testing credible...

... law exponential (PLE) model, the stretched exponential production decline (SEPD) model, Duong’s model, and the logistic growth analysis (LGA) model. Accurate production forecasting and uncertainty quantification were the primary objectives of this study. The Bayesian inferencing techniques described...

... Conference , Bangkok, Thailand , 15–17 November . IPTC-14801-MS. https://doi.org/10.2523/IPTC-14801-MS . Rastogi , A. and Lee , W. J. 2015 . Methodology for Construction of Type Wells for Production Forecasting in Unconventional Reservoirs . Paper presented at the Unconventional Resources...

... of the new theory. The equations can be applied to production-data interpretation, production forecasting, injection-water allocation, and for the diagnosis of waterflood-performance problems. There are many methods available apart from RTA to analyze waterflood performance. Reservoir simulation...

... of the project for the company. Several authors showed, however, that the oil and gas industry has challenges in adequately assessing the distributions of hydrocarbon production forecasts. The methods for forecasting hydrocarbon production developed with digitalization from using analytical solutions...

... validation regression History flow-rate history reconstruction flow-rate data krr production monitoring production logging drillstem/well testing data mining pressure transient analysis production forecasting production control training data predictive model natural language machine...

...Reidar B. Bratvold; Erlend Mohus; David Petutschnig; Eric Bickel Summary The oil and gas industry uses production forecasts to make decisions, which can be as mundane as whether to change the choke setting on a well, or as significant as whether to develop a field. These forecasts yield cash flow...

... oil complex reservoir production forecasting estimates of resource in place oil shale pressure transient testing fluid dynamics drillstem/well testing line fit RTA has become an invaluable tool in the petroleum‐engineering toolkit for evaluating hydraulic‐fracture and reservoir...

... 28 1 2019 26 1 2019 1 5 2019 17 2 2020 Copyright © 2020 Society of Petroleum Engineers production control production monitoring Reservoir Surveillance Upstream Oil & Gas shale gas complex reservoir production forecasting cumulative production group 2...

... fluids, to enhance the decline–curve analysis and production forecast. As previously mentioned, our analysis yielded straight lines on log–log coordinates with exponents significantly different from ½. No obvious explanation was evident except that the Wolfcamp Shale is a reservoir within complex...

... the proposed approach can mitigate over/underestimates resulting from using a single decline-curve model for forecasting. The proposed approach performs well in propagating model uncertainty to uncertainty in production forecasting; that is, we determine a forecast that represents uncertainty given multiple...

... SPE Reservoir Evaluation production forecasting reserves evaluation vdma model fracture conductivity flow regime Hsieh exponential decline decline rate equation production performance power-law function type curve University Production-performance prediction in shale reservoirs...

... are not independent but are a sequence of successive observations. Reserves estimates and production forecasts in hydraulically fractured shale wells have considerable uncertainty. One major source of uncertainty in the forecasts arises from the interaction between the induced hydraulic and natural fractures...