Browsing ODA Open Digital Archive by Author "Frafjord, Aksel Johan"

Now showing items 1-2 of 2

Data-driven approaches for deriving a soft sensor in a district heating network

Frafjord, Aksel Johan; Radicke, Jan-Philip; Keprate, Arvind; Komulainen, Tiina (Energy;, Peer reviewed; Journal article, 2024)

To facilitate the ongoing transition to fourth-generation district heating systems, it is necessary to find resource-efficient methods to model the differential pressure in a district heating network accurately. This paper ...
Target Tracking Control for an Unmanned Surface Vessel: Optimal Control vs Reinforcement Learning

Frafjord, Aksel Johan (Master thesis, 2023)

This thesis studies the development and performance of Nonlinear Model Predictive Control (NMPC) and Reinforcement Learning (RL) for a target-tracking problem. The methodology involves developing the NMPC and RL approach ...