Browsing NTNU Open by Author "Antonelo, Eric"

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Echo State Networks for data-driven downhole pressure estimation in gas-lift oil wells

Antonelo, Eric; Camponogara, Eduardo; Foss, Bjarne Anton (Journal article; Peer reviewed, 2017)

Process measurements are of vital importance for monitoring and control of industrial plants. When we consider offshore oil production platforms, wells that require gas-lift technology to yield oil production from low ...
Physics-Informed Neural Networks for Modeling and Control of Gas-Lifted Oil Wells

Kittelsen, Jonas Ekeland (Master thesis, 2022)

Physics-Informed Neural Networks (PINNs) er en metode for å trene et nevral nettverk til å gjenskape oppførselen til et dynamisk system uten å ha tilgang til simulerte eller målte data, kun ved å bruke den kjente underliggende ...