Multi-stage decision-making method for ship speed optimisation considering inland navigational environment (CROSBI ID 287948)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Fan, Ailong ; Wang, Zheng ; Yang, Liu ; Wang, Junteng ; Vladimir, Nikola
engleski
Multi-stage decision-making method for ship speed optimisation considering inland navigational environment
Speed optimisation is an important energy efficiency practice, which can bring good economic and environmental benefits. The methodology of the speed optimisation and dynamic programming of ships are firstly investigated. With the total fuel consumption as the objective function and main engine speed as the decision variable, a novel multi-stage speed optimisation model of ship is then developed based on dynamic programming algorithm. A Yangtze river ship is selected as a case study, the actual operational data are acquired through sensors installed onboard the ship. Using the operational data, regression analysis is applied to establish the relationship models of ship fuel consumption and speed in relative to main engine speed. Finally, simulating calculation and comparative analyses are carried out. The results indicate that the velocity and direction of water flow is a key factor affecting the speed optimisation of ships in the Yangtze river ; the proposed multi-stage decision making method is effective in the speed optimisation for ship with a long-distance and changing-environment voyage. This study can provide methodological support for ship navigational optimisation.
Energy consumption ; ship speed optimisation ; dynamic programming ; navigational environment ; Yangtze river
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Podaci o izdanju
235 (2)
2021.
372-382
objavljeno
1475-0902
2041-3084
10.1177/1475090220982414
Povezanost rada
Brodogradnja, Strojarstvo