
A. (Andrea) Coraddu PhD
A. (Andrea) Coraddu PhD
Onderzoeksinteresses
Dr Coraddu’s research focuses on modelling, optimisation and analysis of ship power plants and propulsion systems for efficiency improvement and reduction of environmental footprint. His primary research involves taking advantage of onboard data availability in assessing vessel performance, energy optimisation, and real-time monitoring of the primary systems. Utilising the latest learning algorithms and theoretical results in machine learning, Dr Coraddu is developing data-driven approaches to investigate the behaviour of complex onboard systems and their mutual interaction.
Academische achtergrond
Dr Coraddu has been an Associate Professor in the Department of Naval Architecture, Ocean & Marine Engineering at the University of Strathclyde since October 2020. His relevant professional and academic experiences include working as Assistant Professor at the University of Strathclyde, Research Associate at the School of Marine Science and Technology at Newcastle University, Research Engineer as part of the DAMEN R&D department based in Singapore, and serving as Postdoctoral Research Fellow at the University of Genoa, where he was awarded a Laurea and a PhD in Naval Architecture and Marine Engineering.
Expertise
Publicaties
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2023
Approximating piecewise nonlinearities in dynamic systems with sigmoid functions
advantages and limitations
Cristiano Martinelli / Andrea Coraddu / Andrea Cammarano -
2023
Health assessment framework of marine engines enabled by digital twins
Konstantinos Marios Tsitsilonis / Gerasimos Theotokatos / Chaitanya Patil / Andrea Coraddu
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2023
Physically plausible propeller noise prediction via recursive corrections leveraging prior knowledge and experimental data
Miltiadis Kalikatzarakis / Andrea Coraddu / Mehmet Atlar / Stefano Gaggero / Giorgio Tani / Luca Oneto
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2022
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2022
A Framework for Optimal Sensor Placement to Support Structural Health Monitoring
Shen Li / Andrea Coraddu / Feargal Brennan
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Nevenwerkzaamheden
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2021-08-15 - 2023-08-15