Blar i NTNU Open på forfatter "Jahanbani Ghahfarokhi, Ashkan"
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Proxy Model Development for the Optimization of Water Alternating CO2 Gas for Enhanced Oil Recovery
Matthew, D Aqnan Marusaha; Jahanbani Ghahfarokhi, Ashkan; Ng, Cuthbert Shang Wui; Nait Amar, Menad (Peer reviewed; Journal article, 2023)Optimization studies are an important task in reservoir engineering practices such as production optimization and EOR (Enhanced Oil Recovery) assessments. However, they are extensive studies with many simulations that ... -
Proxy Modeling for CO2-EOR Design Study : Water Alternating Gas and Storage
Matthew, D Aqnan Marusaha (Master thesis, 2021)Optimization study is an exhaustive study that requires many runs and vast amounts of space to find and store the results. Nevertheless, it is one of the most widely performed studies in petroleum engineering studies, such ... -
Proxy Modeling for Waterflooding Optimization
Ågrav, Henrik (Master thesis, 2021)Vannstrømning er en av de mest vanlige metodene for å øke produktiviteten til et olje & gass reservoar; det er billig, effektivt, og man har drevet med det veldig lenge. Optimalisering av vannstrømningsprosesser gjøres ... -
Reservoir Modeling of Smeaheia CO2 Storage
Madani, Sina (Master thesis, 2023)CCS, eller karbonfangst og -lagring, er en metode som kan redusere karbonutslippene i dag. Fordi verden fortsatt er svært avhengig av fossil energi, er denne metoden avgjørende for å nå verdens nullutslippsambisjoner. I ... -
A Review of Intelligent Decision-Making Strategy for Geological CO2 Storage: Insights from Reservoir Engineering
Mao, Jinjie; Jahanbani Ghahfarokhi, Ashkan (Journal article; Peer reviewed, 2024)In a world characterized by a heavy reliance on fossil fuels, it becomes imperative to strike a harmonious balance between energy demands and carbon mitigation. This article delves into the practice of injecting carbon ... -
Smart Proxy Modeling of a Fractured Reservoir Model for Production Optimization: Implementation of Metaheuristic Algorithm and Probabilistic Application
Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan; Nait Amar, Menad; Torsæter, Ole (Journal article; Peer reviewed, 2021)Numerical reservoir simulation has been recognized as one of the most frequently used aids in reservoir management. Despite having high calculability performance, it presents an acute shortcoming, namely the long computational ... -
A Survey on the Application of Machine Learning and Metaheuristic Algorithms for Intelligent Proxy Modeling in Reservoir Simulation
Ng, Cuthbert Shang Wui; Nait Amar, Menad; Jahanbani Ghahfarokhi, Ashkan; Imsland, Lars Struen (Peer reviewed; Journal article, 2022)Machine Learning (ML) has demonstrated its immense contribution to reservoir engineering, particularly reservoir simulation. The coupling of ML and metaheuristic algorithms illustrates huge potential for application in ... -
Thermodynamic Modeling of Wax Precipitation in Crude Oils
Tavagh Mohammadi, Behnam (Master thesis, 2023)Voksnedfall er et komplekst fenomen som kan ha betydelig innvirkning på sikringen av oljeproduksjonssystemer. En litteraturgjennomgang ble gjennomført for å utforske ulike termodynamiske modeller, inkludert enkeltstående ... -
Well Control Optimization by Coupling Smart Proxy Models with Genetic Algorithm
Chaturvedi, Arpita (Master thesis, 2021)Generally, optimal well controls to maximize net present value (NPV) are obtained by coupling of numerical reservoir simulation with an optimization algorithm. This approach requires a significant number of numerical ... -
Well production forecast in Volve field: Application of rigorous machine learning techniques and metaheuristic algorithm
Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan; Nait Amar, Menad (Peer reviewed; Journal article, 2021)Developing a model that can accurately predict the hydrocarbon production by only employing the conventional mathematical approaches can be very challenging. This is because these methods require some underlying assumptions ...