Sensitive analysis of voyage optimization algorithms for ship voyage planning
Paper in 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

Author

Zhang Daiyong

Chalmers, Mechanics and Maritime Sciences, Marine Technology

Xiumin Chu

Wuhan University of Technology

Wengang Mao

Chalmers, Mechanics and Maritime Sciences, Marine Technology

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, ,

Subject Categories

Control Engineering

Signal Processing

Other Electrical Engineering, Electronic Engineering, Information Engineering

More information

Latest update

9/27/2021