Blar i Studentoppgaver (TN-IKM / TN-IMBM) på emneord "machine learning"
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Evaluation of machine learning for optimization and anomaly detection in offshore drilling operations.
(Masteroppgave/UIS-TN-IMBM/2019;, Master thesis, 2019-07-10)Studies of drilling operation have been focused on control parameter optimization to improve the rate of penetration and mechanical specific energy. Drilling is a complex operation with uncontrolled parameters and disturbances ... -
Machine Learning Based Approach to Predict Fuel Consumption on Mobile Offshore Drilling Units
(Masteroppgave/UIS-TN-IMBM/2019;, Master thesis, 2019-06-15)The use of machine learning models for optimization and improved decision-making has a great potential in the drilling industry. This thesis demonstrates a model for predicting fuel consumption on the Mobile Offshore ... -
Use of Machine Learning Techniques for Risk Based Inspection and Integrity Management of Pipeline Systems
(Masteroppgave/UIS-TN-IMBM/2019;, Master thesis, 2019-06-15)This thesis demonstrates the use of machine learning for integrity management and assessment of pipeline integrity using various types of classification algorithms on comprehensive in-line inspection data. Machine learning ...