Browsing Masters Theses by Subject "Machine Learning"

Now showing items 1-3 of 3

  • Evaluation of Machine Learning Tools for Predicting Sand Production 

    NGWASHI, Ronald Afungchwi (2021-03-12)
    Data analytics has only recently picked the interest of the oil and gas industry as it has made data visualization much simpler, faster, and cost-effective. This is driven by the promising innovative techniques in developing ...

  • Evaluation of Machine Learning Tools for Predicting Sand Production 

    Ngwashi, Ronald Afungchwi (AUST, 2021-03-10)
    Data analytics has only recently picked the interest of the oil and gas industry as it has made data visualization much simpler, faster, and cost-effective. This is driven by the promising innovative techniques in developing ...

  • Probability of Wellbore Failure and its Prediction Using Machine Learning 

    Kolade, Emmanuel Bamidele (AUST, 2019-06-09)
    Wellbore instability (WI) is one of the major challenges experienced during drilling operations costing the oil and gas industry over $1 billion yearly. During the drilling, borehole breakout and drilling induced fractures ...