Blar i Institutt for elektro, IT, og kybernetikk på forfatter "Ban, Zhe"
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Parameter Estimation for a Gas Lifting Oil Well Model Using Bayes' Rule and the Metropolis–Hastings Algorithm
Ban, Zhe; Ghaderi, Ali; Janatian, Nima; Pfeiffer, Carlos (Peer reviewed; Journal article, 2022)Oil well models are frequently used in the oil production process. Estimation of unknown parameters of these models has long been a question of great interest in the oil industry field. Data collected from an oil well ... -
Physics-Informed Gas Lifting Oil Well Modelling using Neural Ordinary Differential Equations
Ban, Zhe; Pfeiffer, Carlos (Peer reviewed; Journal article, 2023)Modelling of oil well systems is important for a wide range of petroleum scientific and oil industrial processes. Considering the uncertainty of the measurements and the demand for empirical knowledge, a purely first-principle ...