E-ISSN: 2148-9386
Polygonal Type Fuzzy Ship Domain-Based Decision Support System for Collision Avoidance Route Planning [JEMS Maritime Sci]
JEMS Maritime Sci. 2023; 11(1): 2-13 | DOI: 10.4274/jems.2023.23245

Polygonal Type Fuzzy Ship Domain-Based Decision Support System for Collision Avoidance Route Planning

Remzi Fışkın1, Efendi Nasibov2, Mehmet Oğuz Yardımcı3
1Ordu University Faculty of Marine Sciences, Department of Marine Transportation Engineering, Ordu, Türkiye
2Dokuz Eylül University Faculty of Science, Department of Computer Science, İzmir, Türkiye
3Amazon Ads, Software Development Engineer, Washington, USA

This study presents a methodology for a decision support system based on a polygonal fuzzy ship domain, which takes into account the Convention on International Regulations for Preventing Collisions at Sea. A user interface has been created for the decision support function of collision avoidance (CA) at sea by designing a C# form application using the Microsoft Visual Studio platform. Numerical experiments and case scenarios have demonstrated that the proposed model can provide a reasonable and practical solution. Additionally, the results indicate that the developed model can accurately manage the CA action, and the planned CA trajectory can ensure safe navigation. This study is an excellent example of an algorithm structure that combines fuzzy logic and a deterministic approach. The developed methodology is anticipated to effectively guide vessel traffic services operators and navigators and contribute to ship automation, e-navigation strategy, and navigational safety at sea.

Keywords: COLREG, Ship domain, Fuzzy logic, Collision avoidance, Optimization

Remzi Fışkın, Efendi Nasibov, Mehmet Oğuz Yardımcı. Polygonal Type Fuzzy Ship Domain-Based Decision Support System for Collision Avoidance Route Planning. JEMS Maritime Sci. 2023; 11(1): 2-13

Corresponding Author: Remzi Fışkın, Türkiye
Manuscript Language: English
LookUs & Online Makale