Blar i SINTEF Open på forfatter "Murray, Brian"
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Proactive Collision Avoidance for Autonomous Ships: Leveraging Machine Learning to Emulate Situation Awareness
Murray, Brian; Perera, Lokukaluge Prasad (Peer reviewed; Journal article, 2021)Autonomous ship technology is developing at a rapid pace, with the aim of facilitating safe ship operations. Collision avoidance is one of the most critical tasks that autonomous ships must handle. To support the level of ... -
Ship Route Optimization Using Hybrid Physics-Guided Machine Learning
Jørgensen, Ulrik; Bellingmo, Pauline Røstum; Murray, Brian; Berge, Svein Peder; Pobitzer, Armin (Peer reviewed; Journal article, 2022)This paper presents a method for energy efficient weather routing of a ferry in Norway. Historical operational data from the ferry and environmental data are used to develop two models that predict the energy consumption. ...