History Matching and Optimal Design of Chemically Enhanced Oil Recovery Using Multi-Objective Optimization

2019 ◽  
Author(s):  
Zheng Zhang ◽  
Hye Young Jung ◽  
Akhil Datta-Gupta ◽  
Mojdeh Delshad
Keyword(s):  
Optimal Design ◽  
Enhanced Oil Recovery ◽  
Oil Recovery ◽  
History Matching ◽  
Multi Objective Optimization ◽  
Multi Objective

scholarly journals Multi-Objective Optimization of Microemulsion Flooding for Chemical Enhanced Oil Recovery

2018 ◽  
Vol 73 ◽  
pp. 4 ◽  
Author(s):  
Mohammad Saber Karambeigi ◽  
Ali Haghighi Asl ◽  
Masoud Nasiri
Keyword(s):  
Enhanced Oil Recovery ◽  
Oil Recovery ◽  
Unconventional Reservoirs ◽  
Residual Oil ◽  
Multi Objective Optimization ◽  
Microemulsion Formulation ◽  
Multi Objective ◽  
Conflicting Objectives ◽  
Single Objective

Microemulsion flooding is one of the most effective methods of Chemical Enhanced Oil Recovery (CEOR), particularly for the production of residual oil trapped in unconventional reservoirs. A critical step for successful application of this technique is to achieve a suitable formulation. Previous studies have almost focused on the technical aspects while considering both practical and economic matters as conflicting objectives has been neglected. In the present paper, the formulation of microemulsion is optimized based on the trade-off between scientific and financial responses using a hybrid workflow in which experimental design and artificial intelligence methodologies are composed. To appraise the efficiency of developed algorithm, a challenge case study is first evaluated and compared to previous approaches. Thereafter, the second case is examined in which a newly developed formulation of microemulsion for high temperature carbonate reservoirs is optimized. The outcomes of this multi-attribute workflow are compared to a single-objective algorithm. The results indicate the outstanding performance of the proposed approach for multi-objective optimization of microemulsion formulation. Eventually, the possible concerns regarding the application of microemulsion flooding in unconventional reservoirs are discussed.

Optimal design of bioretention cells using multi-objective optimization technique

2018 ◽  
Vol 102 ◽  
pp. 134-140 ◽  
Author(s):  
Okjeong Lee ◽  
Sangdan Kim ◽  
Jungmin Lee ◽  
Yoonkyung Park
Keyword(s):  
Optimal Design ◽  
Optimization Technique ◽  
Multi Objective Optimization ◽  
Multi Objective

A Novel Approach for the Optimal Design of a Vertical Cellular Breakwater Based on Multi-Objective Optimization

2017 ◽  
Vol 59 (4) ◽  
pp. 1750019-1-1750019-23 ◽  
Author(s):  
Lamanto T. Somervell ◽  
Santosh G. Thampi ◽  
A. P. Shashikala
Keyword(s):  
Optimal Design ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Novel Approach
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