Sensitive analysis of voyage optimization algorithms for ship voyage planning
Paper i proceeding, 2021

Voyage optimization systems search for a ship's potential sailing area by estimating ETA, fuel consumption, fatigue, etc., along sailing area. However, the reliability of a voyage optimization system may be affected by different uncertainties, such as weather forecast input, ship performance models, and parameter settings in optimization algorithms. This study investigates voyage planning uncertainties associated with parameter setting of four optimization algorithms. Half years’ full-scale measurement of a containership sailing in the North Atlantic is used to study the sensitivities of voyage optimization due to parameter settings of the algorithms. Important parameter settings are summarized from the sensitivity analysis.

Sensitive analysis

Uncertainties

Ship performance models

Optimization algorithms

Grid system

Voyage planning

Författare

Zhang Daiyong

Chalmers, Mekanik och maritima vetenskaper, Marin teknik

Xiumin Chu

Wuhan University of Technology

Wengang Mao

Chalmers, Mekanik och maritima vetenskaper, Marin teknik

Proceedings of the International Offshore and Polar Engineering Conference

10986189 (ISSN) 15551792 (eISSN)

2772-2779

31st International Ocean and Polar Engineering Conference, ISOPE 2021
Virtual, Online, ,

Ämneskategorier

Reglerteknik

Signalbehandling

Annan elektroteknik och elektronik

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Senast uppdaterat

2021-09-27