Blar i NTNU Open på forfatter "Turan, Evren Mert"
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Advances in Optimisation and Machine Learning for Process Systems Engineering
Turan, Evren Mert (Doctoral theses at NTNU;2024:85, Doctoral thesis, 2024)Optimisation is a valuable tool in process systems engineering, and has been widely used in design, control, process identification and many other areas. This thesis proposes novel applications of optimisation, as well as ... -
Designing neural network control policies under parametric uncertainty: A Koopman operator approach
Turan, Evren Mert; Jäschke, Johannes (Peer reviewed; Journal article, 2022)Solving the optimisation problem associated with nonlinear model predictive control (MPC) on-line when considering uncertainty is often infeasible due to the large computational times. One approach is to avoid the online ... -
Investigation of the Effect of Uncertain Parameters on a Gas-Lifted Oil Network Using a Non-Linear Model Predictive Control (MPC)
Zamani Meighani, Amirreza (Master thesis, 2022)Dette arbeidet er å finne effekten av å endre viktige parametere i et gassløftet oljeproduksjonsnettverk på produksjonshastigheten og kontrollerens oppførsel. For å kunne teste og undersøke effektene, er en matematisk ... -
Multiple shooting for training neural differential equations on time series
Turan, Evren Mert; Jäschke, Johannes (Peer reviewed; Journal article, 2021)Neural differential equations have recently emerged as a flexible data-driven/hybrid approach to model time-series data. This work experimentally demonstrates that if the data contains oscillations, then standard fitting ... -
Self-Optimizing Control of an Offshore Blue Hydrogen Plant
Oh, Yoonsik (Master thesis, 2023)Utviklingen av fornybare energikilder øker stadig, men ytterligere fremgang er nødvendig. Oppdagelsen av nye metoder for å produsere miljøvennlig drivstoff og energikilder er avgjørende, med hydrogen som et lovende alternativ. ...