Studentoppgaver (TN-IER)
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Reservoir Optimization through Data-Space Inversion: A comparative Analysis and Practical Evaluation
(Master thesis, 2024)Ensemble-based reservoir management procedures have become the standard when it comes to uncertainty quantification; this in turn has resulted in increased processing requirements, which are not only time-consuming but can ... -
Tektonisk-sedimentære egenskaper av øvre jura sedimentære bergarter i Fenja-området, Norskehavet
(Bachelor thesis, 2024)This study focuses on enhancing the understanding of the relationship of normal fault and Upper Jurassic sandstone deposits in the Fenja area, situated within the Norwegian Sea. Utilizing data from three wells (6406/11-1 ... -
Geotermisk energipotensiale i Norskehavet: En casestudie fra Draugen-området på Trøndelag-plattformen.
(Bachelor thesis, 2024)Geothermal energy, originating from Earth's crust, represents a promising renewable energy source that could prove vital for a sustainable future. This case study investigates the Draugen field area on the Trøndelag Platform, ... -
Geothermal gradient from well log data in the Froan and Gimsan basins, Norwegian Sea
(Bachelor thesis, 2023)This thesis reconstructs geothermal gradients in the Froan and Gimsan basins of the Norwegian Sea, utilizing well log data to derive a more accurate representation of the thermal regime of these basins. The study challenges ... -
Bayesian interactive decision support for multi-attribute problems with even swaps
(Master thesis, 2022)Even swaps (ES) is a multi-criteria decision-making method introduced by Hammond et al. (1998) that makes it easier for decision makers (DMs) to make trade-offs between the decision criteria. The ES method can be further ... -
Ecosystem services in northern Norway
(Bachelor thesis, 2023) -
Modeling Energy Consumption and Heat Exchange of Buildings
(Master thesis, 2023)This research thesis investigates energy consumption and thermal dynamics in buildings, with a focus on achieving energy efficiency and indoor comfort in cold-climate regions like Norway. There is a necessity for the ... -
Impact of risk attitude on optimal IOR initiation time: A case study solved in a sequential decision-making framework powered by machine learning-based non-linear regression
(Master thesis, 2023)The least-squares Monte Carlo algorithm (LSM) is an efficient approximate dynamic programming algorithm for solving sequential decision-making problems, leveraging regression. Previous studies have showcased the LSM workflow ... -
Probabilistic Machine Learning for Production Optimization Under Uncertainty
(Master thesis, 2023)This thesis investigates the application of Bayesian Optimization (BO) in the optimization of the Expected Net Present Value (ENPV) for oil field development. The objective is to maximize the ENPV while reducing the ... -
Lattice Boltzmann Simulation of Power-Law Fluids in a Fontan Geometry
(Master thesis, 2023)Numerical Modeling can provide insight and improve processes in human health. This masters thesis is a Python implementation of the lattice Boltzmann method in two dimensions to model flows related to the Fontan cardiac ... -
A Federated Computational Workflow for Analysis of DISKOS Digital Palynological Slides.
(Master thesis, 2023)A novel federated computational workflow for analyzing digital palynological slide images is implemented in this thesis. The slide data files, typically exceeding 3GB, present significant data mobility and computation ... -
Analysis of wind and response measurement data from a suspension bridge
(Master thesis, 2023)The Lysefjord Bridge is a suspension bridge at the entrance to the Lysefjord in south-western Norway at which full-scale measurements on wind conditions and bridge response are collected using anemometers and accelerometers. ... -
3D Processing, Imaging and Interpretation of Dense Sub Bottom Profile Data Acquired in Avaldsnes and Hafrsfjord
(Master thesis, 2023)This thesis addresses the challenges associated with conducting archaeological seismic surveys in shallow water and nearshore environments, focusing on the effects of dynamic elements such as wind, tide, and waves. These ... -
Lithological Heterogeneities in the Zechstein Group: Compressed Air Energy Storage Opportunities in Salt Caverns
(Master thesis, 2023)Ensuring a sustainable future necessitates the adoption of renewable energy sources, such as wind and solar energy. However, these energy sources are inherently intermittent, which emphasizes the need for effective energy ... -
Comparing hydro- and wind electricity sources in Norway.
(Bachelor thesis, 2023)The motivation for this study was to get a better understanding of the two main power production methods, as more and more wind power plants are appearing in Norway, alongside a rise in the export of electricity overseas. This ... -
Effective Management of Hybrid Workloads in Public and Private Cloud Platforms
(Master thesis, 2023)As organizations increasingly adopt hybrid cloud architectures to meet their diverse computing needs, managing workloads across on-premises and on multiple cloud environments has become a critical challenge. This thesis ... -
Machine learning based seismic classification for facies prediction
(Master thesis, 2023)This thesis explores the performance of machine learning (ML) methods for predicting facies from seismic attributes for 2D and 3D datasets. It focuses on building, training, and testing four supervised methods: Logistic ... -
Design & Implementation of MLOps (Machine Learning Operations) Platform in Cloud Environment
(Master thesis, 2023)Machine Learning Operations (MLOps) concept has emerged basically to decode the shortcomings of traditional Machine Learning (ML) life cycle management in industrial applications. The incorporation of Continuous Integration ... -
Testing the impact of standard geomodelling techniques
(Master thesis, 2023)Geomodelling is an important tool in the oil and gas industry, it gives a visual 3D representation of the subsurface. In order to construct a 3D representation of the subsurface a comprehensive building process is required, ...