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• W2883310417 abstract "Increasing oil recovery and decreasing production costs in unconventional reservoirs is in great demand due to current low oil prices. The oil price drop affected unconventional oil production to a greater degree than conventional oil production because of its low production rates and high production costs. The objective of increasing oil recovery and decreasing production costs of the unconventional oil reservoirs leads to an introduction of new technology and techniques. Many studies have been conducted to identify new techniques with high capabilities of increasing oil production from unconventional resources. Unconventional oil reservoirs are the reservoirs that cannot feasibly produce oil using conventional production techniques. These reserves include tight oil, oil shale, and bitumen.The first objective of this work is to introduce a new production technique that is capable of increasing oil recovery, decreasing production costs for unconventional oil reservoirs, and decreases the greenhouse gas emissions. The second objective is to build an Artificial Neural Network (ANN) based toolbox to evaluate and optimize the implementation of the proposed technique. The proposed ANN toolbox provides the necessary knowledge to understand the performance of the CO2 injection technique in low permeability reservoirs when utilizing fishbone well designs. A better understanding of how the implementation of the fishbone well design and CO2-WAG injection affects the production from low permeability reservoirs, will help to increase oil recovery, decrease production costs, and decrease environmental impacts. A better understanding of how the implementation of the fishbone well design and CO2-WAG injection affects the production from low permeability reservoirs will help to increase oil recovery, decrease production costs, and decrease environmental impacts. The proposed production technique combines two successfully applied techniques in the unconventional reservoir production. The first technique is the Water Alternate Gas (WAG) injection technique implementation with carbon dioxide. The second technique is the fishbone multilateral well designs. The proposed techniques have successfully proven their capability of increasing oil production from unconventional reservoirs, but there are no previous studies that combined both techniques in the same project.Water alternate gas is a known term that describes an enhanced oil recovery process whereby water injection and gas injection are carried out alternately for periods of time to provide better sweep efficiency and reduce gas channeling from injector to producer. Carbon dioxide (CO2) is the most commonly used gas for this process because it improves hydrocarbon contact time and sweep efficiency while decreases the greenhouse gas emissions. The fishbone well design is a multi-lateral well technique which has been successfully used to improve production from low permeability reservoirs. The fishbone well design is a series of multilateral well segments that trunk off a main…" @default.
• W2883310417 created "2018-08-03" @default.
• W2883310417 creator A5002435868 @default.
• W2883310417 date "2017-12-07" @default.
• W2883310417 modified "2023-09-26" @default.
• W2883310417 title "ARTIFICIAL NEURAL NETWORK BASED DESIGN PROTOCOL FOR WAG IMPLEMENTATION IN CO2 INJECTION USING FISHBONE WELLS IN LOW PERMEABILITY Oil RESERVOIRS" @default.
• W2883310417 hasPublicationYear "2017" @default.
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