Assessing Safety of Ferry Routes by Ship Handling Model through AHP and Fuzzy Approach

Abstract

Ferry accidents often occur the result of ship handling difficulty which interfacing human, machine and environment. Therefore, a decision tool model as a comprehensive information system, based on the ship handling difficulty, needs to be developed through the combination of Analytic Hierarchy Process (AHP) and Fuzzy Logic System. The Fuzzy Logic System part consists of ship condition, ship handling facility condition, navigation condition and weather condition. The output of decision tool is the ship handling difficulty level in linguistic form. The simulation of model is conducted at several straits in Indonesia water. The decision tool model could be used as management information system by port authority to monitor the ferry/ship movement in real time regarding the ship handling difficulty. Further, it would be used to take some useful safety operation strategies and safety policies to improve ferry transportation safety at port water and strait water.

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A. Priadi, T. Tjahjono and A. Benabdelhafid, "Assessing Safety of Ferry Routes by Ship Handling Model through AHP and Fuzzy Approach," Intelligent Information Management, Vol. 4 No. 5A, 2012, pp. 277-283. doi: 10.4236/iim.2012.425039.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] Directorate General of Land Transportation, “Land Transportation in Number 2010,” Directorate General of Land Transportation, Ministry of Transportation Indonesia, 2011.
[2] Directorate Coast Guard, “Ship Accident Recapitulation 2003-2009,” Directorate Coast Guard, 2009.
[3] K. Inoue, “Evaluation Method of Ship-handling Difficulty for Navigation Restricted and Congested Waterways,” Kobe University of Merchantile Marine, Kobe, 1998.
[4] A. Priadi, T. Tjahjono and A. Benabdelhafid, “Ship Hand ling Difficulty Decision Tool for Safety Improvement of Ship Operated at Port Water and Strait Water Based on the Combination of AHP and Fuzzy Logic: Study Case Ferry,” World Conference Transport Research Society (WCTRS) Conference, Antwerp, 21-22 May 2012.
[5] T. L. Saaty and L. G. Vargas, “Model Methods Concepts and Application of the Analytic Hierarchy Process,” Kluwer academic publication, Norwell, 2001.
[6] H. Persada, “Study on Determining Hazard Navigation Map through Danger Score by Using AIS Data,” Thesis Paper, Sepuluh Nopember of Institute Technology, Surabaya, 2011.
[7] C. Chuo, “AHP Model for the Container Port Choice in the Multiple-Ports Region,” Journal of Marine Science and Technology, Vol. 18, No. 2, 2010, pp. 221-232.
[8] H. Nguyen, “The Application of the Ahp Method in Ship System Risk Estimation,” Polish Maritime Research, Vol. 59, No. 16, 2009, pp. 78-82.
[9] L. Zadeh, “Fuzzy Sets,” Information and control, Vol. 8, No. 3, 1965, pp. 338-353. doi:10.1016/S0019-9958(65)90241-X
[10] P. Zalewski, “Risk Assessment of LNG Carrier Systems Failure Using Fuzzy Logic,” Scientific journal of Maritime University of Szczecin, Vol. 97, No. 2, 2011, pp. 7785.
[11] J. Li, “Risk Assessment Model of High Speed Craft Navigation Based on Fuzzy Analystical Hierarchy Process,” Journal of computational information system, Vol. 6, No. 5, 2009, pp. 1661-1667.
[12] J. Balmat, F. Lafont, R. Maifret and N. Pessel, “Maritime Risk Assessment (MARISA), a Fuzzy Approach to Define an Individual Ship Risk Factors,” Ocean engineering, Vol. 36, No. 15, 2009, pp. 1278-1286. doi:10.1016/j.oceaneng.2009.07.003
[13] H. S. Sii, T. Ruxton and J. Wang, “A Fuzzy-Logic-Based Approach to Qualitative Safety Modelling for Marine Systems,” Reliability engineering and system safety, Vol. 73, No. 1, 2001, pp. 19-34. doi:10.1016/S0951-8320(01)00023-0
[14] A. Priadi, A. Benabdelhafid and T. Tjahjono, “Determining Ship Handling Difficulty Level for Ferries at Port Water and Strait Water,” International Conference on management, social and humanities (ICMeSH), Kuala Lumpur, 2012.
[15] Directorate General of Land Transportation, “Profile and Performance of Land Transportation of Bali Province,” Directorate General of Land Transportation, Ministry of Transportation Indonesia, 2011.
[16] Directorate General of Land Transportation, “Profile and Performance of Land Transportation of Nusa Tenggara Barat Province,” Directorate General of Land Transportation, Ministery of Transportation Indonesia, 2011.
[17] BMKG, “Maritime weather prediction Sunda Strait, Bali Strait and Lombok Strait,” 2012. http://maritim.bmkg.go.id/index.php/main/pra_penyeberangan_det/2
[18] A. Priadi, “Descriptive Study on Determining Ship Handling Difficulty of Ferry: Case Study Ketapang—Gilimanuk,” Part of Dissertation Progress Report No. 2, University of Indonesia and University of Le Havre, Le Havre, 2012.
[19] A. Priadi, “Descriptive Study on Determining Ship Handling Difficulty of Ferry: Case Study Lembar—Padangbai,” Part of dissertation progress report No. 3, University of Indonesia and University of Le Havre, Le Havre, 2012.

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