Blar i Studentoppgaver (TN-IER) på forfatter "Sui, Dan"
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APPLICATION OF REINFORCEMENT LEARNING IN MANAGED PRESSURE DRILLING
Usama, Muhammad (Master thesis, 2022)Automation in any industry has a control system as its base, and control systems are composed of a controller. In recent years an area of machine learning known as reinforcement learning (RL) has been focused on solving ... -
IMPACT OF DATA PRE-PROCESSING TECHNIQUES ON MACHINE LEARNING MODELS
Tahir, Ali (Master thesis, 2022)The Volve dataset, which contains the time series values of different sensors that have been used at the Volve drilling site contains many flaws which make it hard for machine learning models to learn from the dataset and ... -
Investigation of torsional drillstring motion using finite element model
chevuri rishyank (Master thesis, 2021)In the thesis , a four degree of freedom dynamic drill string model suitable for prediction of self-excited torsional vibrations is modeled using the finite element method. The drill string equation of motion subjected to ... -
Path design and optimization with obstacle avoidance via reinforcement learning
Haque, Md Fazlul (Master thesis, 2022)For the last couple of decades, finding an optimized drilling path has been one of the key concerns for drilling engineers. It takes a couple of months to plan a well for a large number of people. The motive of this thesis ... -
Trajectory Control via Reinforcement Learning with RSS Model
Gocmen, Emre Baris (Master thesis, 2022)Various researchers proposed several types of methods, algorithms, and simulator to control bottom hole assembly (BHA) while drilling a deviated well. These works consist of drilling, control, mechanical and electrical ...