Blar i Institutt for teknisk kybernetikk på forfatter "Antonelo, Eric Aislan"
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Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks
Jordanou, Jean P.; Osnes, Iver; Hernes, Sondre B.; Camponogara, Eduardo; Antonelo, Eric Aislan; Imsland, Lars Struen (Peer reviewed; Journal article, 2022)Employed for artificial lifting in oil well production, Electrical Submersible Pumps (ESP) can be operated with Model Predictive Control (MPC) to drive an optimal production, while ensuring a safe operation and respecting ... -
Recurrent Neural Networks and Nonlinear Model-based Predictive Control of an Oil Well with ESP
Osnes, Iver (Master thesis, 2020)Modellering og simulering er et avgjørende verktøy for å forstå komplekse ulineære systemer. Nøyaktige modeller er ofte nyttige i reguleringssammenhenger, men kan være vanskelige å anskaffe. Innenfor oljeindustrien har ...