Browsing UiS Brage by Author "Saadallah Nejm"
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Applications of machine learning in petroleum system characterization using mud gas data
Ourir, Akram (Master thesis, 2022)Mud gas data are continuous measurements of the different compounds of the gas released from the formation while drilling. While these data are cheap and extensive, as they are always recorded for safety reasons, they are ... -
Identification of Electrical Devices Using Machine Learning: A Study in Collaboration with Origin AS
Jarczyk Konrad (Master thesis, 2024)This thesis aimed to develop reliable methods for identifying electrical devices in a household based on aggregate electrical signals from a main electric monitor. The study involved creating or obtaining a suitable dataset, ... -
Reinforcement Learning
Karooni, Ali (Master thesis, 2022)Electricity prices have risen significantly year on year and reducing energy use in homes can save money, improve energy security and reduce pollution from non-renewable energy sources. Whether to lower the monthly ...