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Andrea Coraddu
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Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
A Coraddu, L Oneto, F Baldi, F Cipollini, M Atlar, S Savio
Ocean Engineering 186, 106063, 2019
2182019
Machine learning approaches for improving condition-based maintenance of naval propulsion plants
A Coraddu, L Oneto, A Ghio, S Savio, D Anguita, M Figari
Proceedings of the Institution of Mechanical Engineers, Part M: Journal of …, 2016
2132016
Vessels fuel consumption forecast and trim optimisation: A data analytics perspective
A Coraddu, L Oneto, F Baldi, D Anguita
Ocean Engineering 130, 351-370, 2017
1862017
Condition-based maintenance of naval propulsion systems with supervised data analysis
F Cipollini, L Oneto, A Coraddu, AJ Murphy, D Anguita
Ocean Engineering 149, 268-278, 2018
912018
Determining the most influential human factors in maritime accidents: A data-driven approach
A Coraddu, L Oneto, BN de Maya, R Kurt
Ocean Engineering 211, 107588, 2020
852020
Analysis of twin screw ships' asymmetric propeller behaviour by means of free running model tests
A Coraddu, G Dubbioso, S Mauro, M Viviani
Ocean Engineering 68, 47-64, 2013
812013
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback
F Cipollini, L Oneto, A Coraddu, AJ Murphy, D Anguita
Reliability Engineering & System Safety 177, 12-23, 2018
772018
Numerical investigation on ship energy efficiency by Monte Carlo simulation
A Coraddu, M Figari, S Savio
Proceedings of the institution of mechanical engineers, part M: journal of …, 2014
552014
Time-dependent biofouling growth model for predicting the effects of biofouling on ship resistance and powering
D Uzun, YK Demirel, A Coraddu, O Turan
Ocean Engineering 191, 106432, 2019
512019
Ship efficiency forecast based on sensors data collection: Improving numerical models through data analytics
A Coraddu, L Oneto, F Baldi, D Anguita
OCEANS 2015-Genova, 1-10, 2015
442015
Marine dual fuel engines monitoring in the wild through weakly supervised data analytics
A Coraddu, L Oneto, D Ilardi, S Stoumpos, G Theotokatos
Engineering Applications of Artificial Intelligence 100, 104179, 2021
402021
A novelty detection approach to diagnosing hull and propeller fouling
A Coraddu, S Lim, L Oneto, K Pazouki, R Norman, AJ Murphy
Ocean Engineering 176, 65-73, 2019
392019
A review of operations and maintenance modelling with considerations for novel wind turbine concepts
J McMorland, C Flannigan, J Carroll, M Collu, D McMillan, W Leithead, ...
Renewable and Sustainable Energy Reviews 165, 112581, 2022
352022
Predicting the cavitating marine propeller noise at design stage: A deep learning based approach
L Miglianti, F Cipollini, L Oneto, G Tani, S Gaggero, A Coraddu, M Viviani
Ocean Engineering 209, 107481, 2020
342020
Unsupervised deep learning for induction motor bearings monitoring
F Cipollini, L Oneto, A Coraddu, S Savio
Data-Enabled Discovery and Applications 3, 1-13, 2019
302019
Vessels fuel consumption: A data analytics perspective to sustainability
A Coraddu, L Oneto, F Baldi, D Anguita
Soft computing for sustainability science, 11-48, 2017
302017
Machine learning for wear forecasting of naval assets for condition-based maintenance applications
A Coraddu, L Oneto, A Ghio, S Savio, M Figari, D Anguita
2015 International Conference on Electrical Systems for Aircraft, Railway …, 2015
302015
Recent advances in understanding the flow over bluff bodies with different geometries at moderate Reynolds numbers
MR Lekkala, M Latheef, JH Jung, A Coraddu, H Zhu, N Srinil, BH Lee
Ocean Engineering 261, 111611, 2022
282022
Optimisation-based system designs for deep offshore wind farms including power to gas technologies
F Baldi, A Coraddu, M Kalikatzarakis, D Jeleňová, M Collu, J Race, ...
Applied Energy 310, 118540, 2022
272022
Numerical methods for monitoring and evaluating the biofouling state and effects on vessels’ hull and propeller performance: A review
I Valchev, A Coraddu, M Kalikatzarakis, R Geertsma, L Oneto
Ocean Engineering 251, 110883, 2022
262022
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