CFP last date
20 May 2024
Reseach Article

Estimating Carbon Dioxide and Particulate Matter Emissions from Ships using Automatic Identification System Data

by Arnelio Sergio Mabunda, Abdelali Astito, Salaheddine Hamdoune
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 88 - Number 6
Year of Publication: 2014
Authors: Arnelio Sergio Mabunda, Abdelali Astito, Salaheddine Hamdoune
10.5120/15358-3823

Arnelio Sergio Mabunda, Abdelali Astito, Salaheddine Hamdoune . Estimating Carbon Dioxide and Particulate Matter Emissions from Ships using Automatic Identification System Data. International Journal of Computer Applications. 88, 6 ( February 2014), 27-31. DOI=10.5120/15358-3823

@article{ 10.5120/15358-3823,
author = { Arnelio Sergio Mabunda, Abdelali Astito, Salaheddine Hamdoune },
title = { Estimating Carbon Dioxide and Particulate Matter Emissions from Ships using Automatic Identification System Data },
journal = { International Journal of Computer Applications },
issue_date = { February 2014 },
volume = { 88 },
number = { 6 },
month = { February },
year = { 2014 },
issn = { 0975-8887 },
pages = { 27-31 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume88/number6/15358-3823/ },
doi = { 10.5120/15358-3823 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:06:56.364419+05:30
%A Arnelio Sergio Mabunda
%A Abdelali Astito
%A Salaheddine Hamdoune
%T Estimating Carbon Dioxide and Particulate Matter Emissions from Ships using Automatic Identification System Data
%J International Journal of Computer Applications
%@ 0975-8887
%V 88
%N 6
%P 27-31
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper proposes a method for estimating emissions of carbon dioxide (CO2) and particulate matter (PM) from ships using Automatic Identification System (AIS) data. The method can be summarized in three steps : 1) capture of AIS data, 2) estimation of ships resistance, propulsion power, engine power and fuel consumption, 3) estimation of CO2 and PM emissions based on fuel consumption. The method has been developed to carry out a computer application for monitoring in real-time CO2 and PM emissions from ships sailing in the Strait of Gibraltar. A system for receiving AIS data broadcasted by ships sailing in the Strait of Gibraltar has been installed.

References
  1. Nora MAREI, "Enjeux maritimes et portuaires du détroit de Gibraltar", Institut Supérieur d'Economie Maritime, ISSN : 1282-3910, Mai 2008.
  2. J. T. Kiehl et Kevin E. Trenberth, "Earth's Annual Global Mean Energy Budget", Bulletin of the American Meteorological Society, vol. 78, no 2, p. 197-208, February 1997.
  3. World Health Organization, "Health risks of particulate matter from long-range transboundary air pollution", WHO Regional Office for Europe, Denmark, 2006, available at: http://www. euro. who. int/__data/assets/pdf_file/0006/78657/E88189. pdf
  4. J. -P. Jalkanen et Al. , "Extension of an assessment model of ship traffic exhaust emissions for particulate matter and carbon monoxide", Atmospheric Chemistry and Physics, doi:10. 5194/acp-12-2641-2012, 12 March 2012.
  5. Trika Pitana et Al. , « Estimation of Exhaust Emissions of Marine Traffic Using Automatic Identification System Data (Case Study: Madura Strait Area, Indonesia) », IEEE, 2010.
  6. SOLAS'1974, December 2000 amendments, available at: http://www. imo. org/KnowledgeCentre/ReferencesAndArchives/HistoryofSOLAS/Documents/SOLAS%201974%20-%20Brief%20History%20-%20List%20of%20amendments%20to%20date%20and%20how%20to%20find%20them. html#43
  7. Eric S. Raymond, "AIVDM/AIVDO protocol decoding", version 1. 32, June 2011, available at: http://gpsd. berlios. de/AIVDM. txt
  8. International Towing Tank Conference (ITTC), "Performance, Propulsion 1978 ITTC Performance Prediction Method", ITTC – Recommended Procedures and Guidelines, Section 7. 5 – 02 - 03 – 01. 4, Revision 00, 1999.
  9. Watson D. G. M. , "Practical Ship Design", Elsevier Ocean Engineering Book Series, volume 1, ISBN: 0-08-042999-8, Oxford, UK, 1998.
  10. Dominique Paulet et Dominique Presles, "Architecture navale, connaissance et pratique", Éditions de la Villette, ISBN : 2-903539-46-4, 1999.
  11. Schneekluth, H. and Bertram, "Ship Design for Efficiency and Economy", Butterworth-Heinemann, Second edition, ISBN 0 7506 4133 9, 1998.
  12. Hans Otto Kristensen & Marie Lützen, "Prediction of Resistance and Propulsion Power of Ships", Technical University of Denmark & University of Southern Denmark, Project no. 2010-56, Work Package 2, Report no. 04, October 2012.
  13. Harvald S. A. , "Resistance and Propulsion of Ships", Wiley, ISBN 0-89464-754-7, 1983.
  14. International Towing Tank Conference (ITTC), "Testing and Extrapolation Methods Resistance, Resistance Test", ITTC – Recommended Procedures and Guidelines, Section 7. 5-02-02-01, Revision 01, 2002.
  15. International Maritime Organization, "Second IMO GHG Study 2009", CPI Books Limited, Reading RG1 8EX, London, UK, April 2009, available at: http://www. imo. org/blast/blastDataHelper. asp?data_id=27795&filename=GHGStudyFINAL. pdf
  16. International Maritime Organization, "Interim Guidelines on the Method of Calculation of the Energy Efficiency Design Index for New Ships", Ref. T5/1. 01, MEPC. 1/Circ. 681, London, 17 August 2009.
  17. Ernestos Tzannatos, "Ship emissions and their externalities for Greece", Atmospheric Environment, doi:10. 1016/j. atmosenv. 2010. 03. 018, 2010.
Index Terms

Computer Science
Information Sciences

Keywords

Maritime pollution Strait of Gibraltar AIS data ships real-time system