Print Email Facebook Twitter Data science and advanced analytics for shipping energy systems Title Data science and advanced analytics for shipping energy systems Author Coraddu, A. (TU Delft Ship Design, Production and Operations) Kalikatzarakis, Miltiadis (University of Strathclyde) Walker, J.M. (TU Delft Ship Design, Production and Operations) Ilardi, Davide (University of Genova) Oneto, Luca (University of Genova) Contributor Baldi, Francesco (editor) Coraddu, Andrea (editor) Mondejar, Maria E. (editor) Date 2022 Abstract The purpose of this chapter is to provide an overview of the state-of-the-art and future perspectives of Data Science and Advanced Analytics for Shipping Energy Systems. Specifically, we will start by listing the different static and dynamic data sources and knowledge base available in this particular context. Then we will review the Data Science and Advanced Analytics technologies that can leverage these data to extract and synthesize new additional actionable information, suggestions, and actions. We will then review the current exploitation strategies of these technologies aiming at improving the current Shipping Energy Systems. In conclusion, we will depict our vision on the future perspectives of the application and adoption of Data Science and Advanced Analytics for shaping the next generations of Shipping Energy Systems. Subject Advanced analyticsArtificial intelligenceData miningData scienceMachine learning (ML)Shipping energy systems To reference this document use: http://resolver.tudelft.nl/uuid:833b672a-6fb6-45e7-b3a5-d4f3ebf30c75 DOI https://doi.org/10.1016/B978-0-12-824471-5.00014-1 Publisher Elsevier Embargo date 2023-07-01 ISBN 978-0-32-385990-5 Source Sustainable Energy Systems on Ships: Novel Technologies for Low Carbon Shipping Bibliographical note Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Part of collection Institutional Repository Document type book chapter Rights © 2022 A. Coraddu, Miltiadis Kalikatzarakis, J.M. Walker, Davide Ilardi, Luca Oneto Files PDF 3_s2.0_B97801282447150001 ... 1_main.pdf 2.62 MB Close viewer /islandora/object/uuid:833b672a-6fb6-45e7-b3a5-d4f3ebf30c75/datastream/OBJ/view