Big Data Visualisation in the Maritime Industry

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

VesselAI aims to develop, validate and demonstrate a unique framework to unlock the potential of extreme-scale data and advanced HPC, AI and Digital Twin technologies in the maritime industry. With the growth of data and the digitalization of the sector comes the need to process and visualise this information as the maritime industry generates and consumes huge amounts of different types of data every day. This paper presents literature review focusing on two aspects: (1) an examination of visualization tools available, and (2) an investigation into existing works and studies within the domain of Big Data visualization. This study addresses specific visualization requirements pertinent to the Maritime domain, including the necessity for intricate spatial-temporal visualizations encompassing diverse datasets such as weather patterns, vessel trajectories, and Automatic Identification System (AIS) data. VesselAI intends to build the VesselAI Visualisation and Reporting Engine to empower maritime users and stakeholders to make informed decisions and gather knowledge from data. To this end a platform based on Apache Superset was applied and tested in response to challenges faced by maritime stakeholders and the findings indicate that Apache Superset's robust capabilities, including a vast number of visualisation types supported, out-of-the-box data connectors, customization options, and security features, effectively met the requirements identified in the literature and by pilot users.

Original languageEnglish
Title of host publicationProceedings of the 30th ICE IEEE/ITMC Conference on Engineering, Technology, and Innovation
Subtitle of host publicationDigital Transformation on Engineering, Technology and Innovation, ICE 2024
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Number of pages8
ISBN (Electronic)9798350362435
DOIs
Publication statusPublished - 18 Dec 2024
Event30th ICE IEEE/ITMC Conference on Engineering, Technology, and Innovation, ICE/ITMC 2024 - Funchal, Portugal
Duration: 24 Jun 202428 Jun 2024

Publication series

NameProceedings of the 30th ICE IEEE/ITMC Conference on Engineering, Technology, and Innovation: Digital Transformation on Engineering, Technology and Innovation, ICE 2024

Conference

Conference30th ICE IEEE/ITMC Conference on Engineering, Technology, and Innovation, ICE/ITMC 2024
Country/TerritoryPortugal
CityFunchal
Period24/06/2428/06/24

Keywords

  • AIS
  • Big Data
  • Data Visualisation
  • Maritime Industry
  • Superset

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