A Comprehensive review of data-driven approaches for forecasting production from unconventional reservoirs: best practices and future directions

H Rahmanifard, I Gates - Artificial Intelligence Review, 2024 - Springer
Prediction of well production from unconventional reservoirs is a complex problem given an
incomplete understanding of physics despite large amounts of data. Recently, Data …

Reservoir modeling of shale formations

SD Mohaghegh - Journal of Natural Gas Science and Engineering, 2013 - Elsevier
Economic production from shale has been intimately tied to hydraulic fracturing since the
first signs of success in Barnet Shale in the late 90s. The introduction of horizontal wells and …

Field and lab experience with a successful preformed particle gel conformance control technology

B Bai, M Wei, Y Liu - SPE Oklahoma City Oil and Gas Symposium …, 2013 - onepetro.org
Gel treatment is a cost-effective method for oilfield conformance control. Traditionally, in-situ
gels formed by the reaction of polymer and crosslinker at reservoirs have been used widely …

Optimization of multiple hydraulically fractured horizontal wells in unconventional gas reservoirs

W Yu, K Sepehrnoori - SPE Oklahoma City Oil and Gas Symposium …, 2013 - onepetro.org
Accurate placement of multiple horizontal wells drilled from the same well pad plays a
critical role in the successful economical production from unconventional gas reservoirs …

[图书][B] Shale analytics

SD Mohaghegh, SD Mohaghegh - 2017 - Springer
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Find a journal Publish with us Track your research Search Cart Book cover Shale Analytics pp …

AI/ML assisted shale gas production performance evaluation

FI Syed, T Muther, AK Dahaghi, S Negahban - Journal of Petroleum …, 2021 - Springer
Shale gas reservoirs are contributing a major role in overall hydrocarbon production,
especially in the United States, and due to the intense development of such reservoirs, it is a …

A new approach to estimating ultimate recovery for multistage hydraulically fractured horizontal wells by utilizing completion parameters using machine learning

SA Alarifi, J Miskimins - SPE Production & Operations, 2021 - onepetro.org
Reserves estimation is an essential part of developing any reservoir. Predicting the long-
term production performance and estimated ultimate recovery (EUR) in unconventional …

Evaluating gas production performances in marcellus using data mining technologies

Q Zhou*, A Kleit, J Wang, R Dilmore - … Conference, Denver, Colorado …, 2014 - library.seg.org
Shale gas development—enabled by the advent of advanced horizontal drilling and
hydraulic fracturing technology-has become very important energy resource in the past …

Evaluating fracture-fluid flowback in Marcellus using data-mining technologies

Q Zhou, R Dilmore, A Kleit, JY Wang - SPE production & operations, 2016 - onepetro.org
Natural-gas recovery from low-permeability unconventional reservoirs—enabled by
advanced horizontal drilling and multistage hydraulic-fracture treatment—has become a …

An integrated reservoir model for unconventional resources, coupling pressure dependent phenomena

MO Eshkalak, U Aybar, K Sepehrnoori - SPE Eastern Regional …, 2014 - onepetro.org
An integrated unconventional reservoir model that accounts for known mechanisms and
nonlinearities affecting modeling of hydraulically fractured wells is developed. In general …