Vessel multi-parametric collision avoidance decision model : fuzzy approach

Brcko, Tanja (avtor), Androjna, Andrej (avtor), Srše, Jure (avtor), Boć, Renata (avtor)

The application of fuzzy logic is an effective approach to a variety of circumstances, including solutions to maritime anti-collision problems. The article presents an upgrade of the radar navigation system, in particular, its collision avoidance planning tool, using a decision model that combines dynamic parameters into one decision—the collision avoidance course. In this paper, a multi-parametric decision model based on fuzzy logic is proposed. The model calculates course alteration in a collision avoidance situation. First, the model collects input data of the target vessel and assesses the collision risk. Using time delay, four parameters are calculated for further processing as input variables for a fuzzy inference system. Then, the fuzzy logic method is used to calculate the course alteration, which considers the vessel's safety domain and International Regulations for Preventing Collisions at Sea (COLREGs). The special feature of the decision model is its tuning with the results of the database of correct solutions obtained with the manual radar plotting method. The validation was carried out with six selected cases simulating encounters with the target vessel in the open sea from different angles and at any visibility. The results of the case studies have shown that the decision model computes well in situations where the own vessel is in a give-way position. In addition, the model provides good results in situations when the target vessel violates COLREG rules. The collision avoidance planning tool can be automated and serve as a basis for further implementation of a model that considers the manoeuvrability of the vessels, weather conditions, and multi-vessel encounter situations.

• Jezik: Angleški jezik
• Ključne besede: fuzzy logic, decision model, COLREG, collision avoidance
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: FPP - Fakulteta za pomorstvo in promet
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2021
• Št. strani: 24 str.
• Številčenje: Vol. 9, iss. 1, art. 49
• PID: 20.500.12556/RUL-134925
• UDK: 656.6:004.056
• ISSN pri članku: 2077-1312
• DOI: 10.3390/jmse9010049
• COBISS.SI-ID: 49241091
• Datum objave v RUL: 11.02.2022

Gradivo je del revije

• Naslov: Journal of marine science and engineering
• Skrajšan naslov: J. mar. sci. eng.
• Založnik: Multidisciplinary Digital Publishing Institute
• ISSN: 2077-1312
• COBISS.SI-ID: 523219993

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.
• Začetek licenciranja: 05.01.2021

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: pomorstvo, mehka logika, odločitveni modeli, varnost plovbe, COLREG, izogibanje trkom

Projekti

• Financer: ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
• Številka projekta: P2-0394
• Naslov: Modeliranje in simulacije v prometu in pomorstvu