Blar i Institutt for elektro, IT, og kybernetikk på forfatter "Pfeiffer, Carlos"
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Analysing uncertainty in parameter estimation and prediction for grey-box building thermal behaviour models
Brastein, O.M.; Ghaderi, Ali; Pfeiffer, Carlos; Skeie, Nils-Olav (Peer reviewed; Journal article, 2020)The potential reduction in energy consumption for space heating in buildings realised by the use of predictive control systems directly depends on the prediction accuracy of the building thermal behaviour model. Hence, ... -
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 ... -
A review on techno-economic assessment of solar water heating systems in the middle east
Dehghan, Mehran; Pfeiffer, Carlos; Rakhshani, Elyas; Bakhshi-Jafarabadi, Reza (Peer reviewed; Journal article, 2021)Currently, the economy of Middle Eastern countries relies heavily on fossil fuel sources. The direct and indirect adverse consequences of fossil fuel utilization for power generation enforce the region’s countries to raise ...