• United Kingdom

Accepting PhD Students

20082020

Research output per year

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Personal profile

Personal Statement

Dr Coraddu has been Assistant Professor in the Department of Naval Architecture, Ocean & Marine Engineering at the University of Strathclyde since October 2018. His relevant professional and academic experiences include working as Teaching Associate 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.

 

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 on-board 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 on-board systems and their mutual interaction.

 

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Projects

Research Output

Determining the most influential human factors in maritime accidents: a data-driven approach

Coraddu, A., Oneto, L., Navas de Maya, B. & Kurt, R., 9 Jun 2020, In : Ocean Engineering. 211, 107588.

Research output: Contribution to journalArticle

  • Predicting the cavitating marine propeller noise at design stage: A deep learning based approach

    Miglianti, L., Cipollini, F., Oneto, L., Tani, G., Gaggero, S., Coraddu, A. & Viviani, M., 1 Aug 2020, In : Ocean Engineering. 209, 107481.

    Research output: Contribution to journalArticle

  • Datasets

    Hull, Propeller and Gas Turbine efficiency decay: Data Analysis with Minimal Feedback

    Coraddu, A. (Creator), Oneto, L. (Creator), Cipollini, F. (Creator), Anguita, D. (Creator), University of Strathclyde, 29 May 2018

    Dataset

    Thesis

    An edge processing solution development for vessel condition monitoring

    Author: Michala, A. L., 27 Sep 2018

    Supervisor: Coraddu, A. (Supervisor) & Turan, O. (Supervisor)

    Student thesis: Doctoral Thesis

    Activities

    University of Malta

    Yigit Kemal Demirel (Visiting researcher), Tahsin Tezdogan (Visiting researcher), Soonseok Song (Visiting researcher), Andrea Coraddu (Visiting researcher), Angus Gray-Stephens (Visiting researcher)
    7 Jan 202010 Jan 2020

    Activity: Visiting an external institution typesVisiting an external academic institution

    Università Degli Studi di Genova

    Andrea Coraddu (Visiting researcher)
    3 Dec 20196 Dec 2019

    Activity: Visiting an external institution typesVisiting an external academic institution