Implementation of the operational guidance as a part of the second generation intact stability criteria to the deterministic ship weather routing

Marcin Życzkowski; Przemysław Krata; Zbigniew Szozda

doi:10.1016/j.oceaneng.2025.121455

Implementation of the operational guidance as a part of the second generation intact stability criteria to the deterministic ship weather routing

Abstrakt

The paper presents an innovative approach to ship route planning, with a Decision Support System (DSS) at its core. DSS integrates deterministic algorithms with safety constraints based on the Second Generation Intact Stability Criteria (SGISC), particularly the Operational Guidance (OG) implementing the SGSIC Level 2 assessment. A distinctive feature of the proposed method is the use of machine learning to create a surrogate model capable of supporting the identification of hazardous conditions and enhance adaptive decision-making. Combined with graph-based algorithms, this allows DSS to generate optimal routes that comply with the most modern stability standards. The system not only plans safe and efficient routes but also supports operational decisions by linking weather forecasts with the ship's dynamic stability. The methodology was tested using a computer model of the training vessel Horyzont II, covering failure modes such as surf-riding, parametric rolling, pure loss of stability, excessive acceleration, and synchronous rolling. The results demonstrate the system's effectiveness under various sea conditions and its potential to reduce accident risks. By integrating machine learning with route optimization and stability assessment, the proposed solution contributes to the development of intelligent navigation tools for both conventional and future autonomous vessels.

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Autorzy (3)

Marcin Życzkowski dr inż.
Przemysław Krata dr hab. inż.
Zbigniew Szozda
- Akademia Morska w Szczecinie

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Kategoria:

Publikacja w czasopiśmie

Typ:

artykuły w czasopismach dostępnych w wersji elektronicznej [także online]

Opublikowano w:

OCEAN ENGINEERING
ISSN: 0029-8018

Język:

angielski

Rok wydania:

2025

Opis bibliograficzny:

Życzkowski M., Krata P., Implementation of the operational guidance as a part of the second generation intact stability criteria to the deterministic ship weather routing, OCEAN ENGINEERING,2025, ,10.1016/j.oceaneng.2025.121455

DOI: