Thiago Gabriel Monteiro
Thiago Gabriel Monteiro
PhD Candidate
Department of Ocean Operations and Civil Engineering Faculty of EngineeringBackground and activities
Received the B.Sc. degree in naval architecture and maritime engineering from the University of São Paulo, São Paulo, Brazil, in 2013 and the M.Sc degree in Ship Design from the Norwegian University of Science and Technology (NTNU), Ålesund, Norway, in 2016.
He is currently undergoing his Ph.D. research at NTNU at the Intelligent Systems Lab, in the field of physiological sensors fusion. His research interests include sensor fusion, machine learning, mental fatigue assessment and human factors in maritime operations.
More information regarding the Intelligent Systems Lab can be found at:
Scientific, academic and artistic work
Displaying a selection of activities. See all publications in the database
Journal publications
- (2020) Investigating an Integrated Sensor Fusion System for Mental Fatigue Assessment for Demanding Maritime Operations. Sensors. vol. 20 (9).
- (2020) Optimizing CNN Hyperparameters for Mental Fatigue Assessment in Demanding Maritime Operations. IEEE Access. vol. 8.
- (2019) Using EEG for Mental Fatigue Assessment: A Comprehensive Look Into the Current State of the Art. IEEE Transactions on Human-Machine Systems. vol. 49 (6).
Part of book/report
- (2020) A MODEL FOR FORECASTING MENTAL FATIGUE IN MARITIME OPERATIONS. Proceedings of the 34th International ECMS - Conference on Modelling and Simulation - ECMS 2020.
- (2019) Detecting Mental Fatigue in Vessel Pilots Using Deep Learning and Physiological Sensors. Proceedings of the 15th IEEE International Conference on Control and Automation.
- (2018) Assessment of Relations Between Communications and Visual Focus in Dynamic Positioning Operations. Technology Enhanced Assessment. 20th International Conference, TEA 2017, Barcelona, Spain, October 5–6, 2017, Revised Selected Papers.
- (2015) Product life-cycle management in ship design : From concept to decommission in a virtual environment. 29th European Conference on Modelling and Simulation, {ECMS} 2015, Albena (Varna), Bulgaria, May 26-29, 2015. Proceedings.
Report/dissertation
- (2014) Modular Vessel Parametrized Design. 2014.
Others
- (2018) INTPART USP/NTNU - Research experiment description A Cross-modal Integrated Sensor Fusion System for Fatigue and Awareness Assessment in Demanding Marine Operation – Experiment I. INTPART Seminar . USP/NTNU; Trondheim. 2018-06-07 - 2018-06-08.
- (2016) An Open Source Approach for a Conceptual Ship Design Tools Library. 10th Symposium on High-Performance Marine Vehicles - HIPER ; Cortona. 2016-10-17 - 2016-10-19.
- (2015) Parametric OSV Hull Lines Generator (web application). HIALS, Ålesund. 2015.