Daniel Menges
Research
Publications
2024
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Vaaler, Aksel;
Husa, Svein Jostein;
Menges, Daniel;
Larsen, Thomas Nakken;
Rasheed, Adil.
(2024)
Modular control architecture for safe marine navigation: Reinforcement learning with predictive safety filters.
Artificial Intelligence
Academic article
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Menges, Daniel;
Von Brandis, Andreas;
Rasheed, Adil.
(2024)
Digital Twin of Autonomous Surface Vessels for Safe Maritime Navigation Enabled Through Predictive Modeling and Reinforcement Learning.
The American Society of Mechanical Engineers (ASME)
Academic chapter/article/Conference paper
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Menges, Daniel;
Rasheed, Adil;
Martens, Harald;
Pedersen, Torbjørn.
(2024)
Real-Time Predictive Condition Monitoring Using Multivariate Data.
IEEE Transactions on Image Processing
Academic article
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Menges, Daniel;
Rasheed, Adil.
(2024)
Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
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Menges, Daniel;
Tengesdal, Trym;
Rasheed, Adil.
(2024)
Nonlinear Model Predictive Control for Enhanced Navigation of Autonomous Surface Vessels.
IFAC-PapersOnLine
Academic article
2023
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Menges, Daniel;
Rasheed, Adil.
(2023)
An environmental disturbance observer framework for autonomous surface vessels.
Ocean Engineering
Academic article
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Menges, Daniel;
Sætre, Simon Mork;
Rasheed, Adil.
(2023)
Digital Twin for Autonomous Surface Vessels to Generate Situational Awareness.
The American Society of Mechanical Engineers (ASME)
Academic chapter/article/Conference paper
Journal publications
-
Vaaler, Aksel;
Husa, Svein Jostein;
Menges, Daniel;
Larsen, Thomas Nakken;
Rasheed, Adil.
(2024)
Modular control architecture for safe marine navigation: Reinforcement learning with predictive safety filters.
Artificial Intelligence
Academic article
-
Menges, Daniel;
Rasheed, Adil;
Martens, Harald;
Pedersen, Torbjørn.
(2024)
Real-Time Predictive Condition Monitoring Using Multivariate Data.
IEEE Transactions on Image Processing
Academic article
-
Menges, Daniel;
Tengesdal, Trym;
Rasheed, Adil.
(2024)
Nonlinear Model Predictive Control for Enhanced Navigation of Autonomous Surface Vessels.
IFAC-PapersOnLine
Academic article
-
Menges, Daniel;
Rasheed, Adil.
(2023)
An environmental disturbance observer framework for autonomous surface vessels.
Ocean Engineering
Academic article
Part of book/report
-
Menges, Daniel;
Von Brandis, Andreas;
Rasheed, Adil.
(2024)
Digital Twin of Autonomous Surface Vessels for Safe Maritime Navigation Enabled Through Predictive Modeling and Reinforcement Learning.
The American Society of Mechanical Engineers (ASME)
Academic chapter/article/Conference paper
-
Menges, Daniel;
Rasheed, Adil.
(2024)
Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Menges, Daniel;
Sætre, Simon Mork;
Rasheed, Adil.
(2023)
Digital Twin for Autonomous Surface Vessels to Generate Situational Awareness.
The American Society of Mechanical Engineers (ASME)
Academic chapter/article/Conference paper
Knowledge Transfer
2024
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Academic lectureMenges, Daniel; Von Brandis, Andreas; Rasheed, Adil. (2024) Digital Twin of Autonomous Surface Vessels for Safe Maritime Navigation Enabled through Predictive Modeling and Reinforcement Learning. 43rd International Conference on Ocean, Offshore & Arctic Engineering 2024-06-09 - 2024-06-14
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PosterMenges, Daniel; Rasheed, Adil. (2024) Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data. IEEE IEEE Conference on Artificial Intelligence , Singapore 2024-06-25 - 2024-06-27
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PosterMenges, Daniel; Rasheed, Adil. (2024) Nonlinear Model Predictive Control for Enhanced Navigation of Autonomous Surface Vessels. IFAC 8th IFAC Conference on Nonlinear Model Predictive Control (NMPC) , Kyoto (Japan) 2024-08-21 - 2024-08-24
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Academic lectureMenges, Daniel. (2024) SFI AutoShip webinar: Safe Optimal Control and Multi-Target Tracking Demonstrated with a Digital Twin. NTNU Department of Engineering Cybernetics and SFI AutoShip SFI AutoShip webinar 2024-10-03 - 2024-10-03
2023
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Academic lectureMenges, Daniel; Rasheed, Adil. (2023) Digital Twin for Autonomous Surface Vessels to Generate Situational Awareness. ASME OMAE 2023 42nd International Conference on Ocean, Offshore & Arctic Engineering , Melbourne, Australia 2023-06-11 - 2023-06-16
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LectureMenges, Daniel; Håland, Joar; Brekke, Edmund Førland. (2023) SFI Autoship Webinar on Condition Monitoring. SFI Autoship webinar 2023-10-06 - 2023-10-06