Published February 1, 2021 | Version v1
Conference paper Restricted

Modelling and simulating vessel emissions in real time based on terrestrial AIS data

Creators

  • 1. MarineTraffic
  • 2. University of the Aegean
  • 3. Public National Ports Agency,Puertos del Estado
  • 4. Harokopio University

Description

In this paper we present a complete framework for modelling and estimating vessel GHG emissions and related air pollutants (i.e. CO2 and SOx, NOx and PM) in ports, based on data collected from the Automatic Identification System (AIS). Our approach adopts a modified lambda architecture approach, which consists of a knowledge extraction batch processing step and a real time emissions calculation step. The approach makes it possible to automatically identify the berths or ports where emissions are high in a consistent and uniform way across the globe.

Notes

Paper presented at Global Oceans 2020: Singapore - U.S. Gulf Coast

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