FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3203058705> ?p ?o ?g. }

• W3203058705 endingPage "102489" @default.
• W3203058705 startingPage "102489" @default.
• W3203058705 abstract "• Thoroughly review and compare 83 papers on vessel fuel consumption prediction and optimization in recent 13 years. • Present features and sources of main datasets used in current ship fuel consumption prediction models. • Classify ship fuel consumption prediction models into white-box models (WBMs), black-box models (BBMs), and grey-box models (GBMs) combining WBMs and BBMs. • Analyze fuel consumption optimization models from the perspectives of decision variables and objective functions. • Review technical reports on ship fuel consumption prediction as a typical type of “grey literature”. • Propose and discuss research challenges and promising research questions on ship fuel management. The shipping industry is associated with approximately three quarters of all world trade. In recent years, the sustainability of shipping has become a public concern, and various emissions control regulations to reduce pollutants and greenhouse gas (GHG) emissions from ships have been proposed and implemented globally. These regulations aim to drive the shipping industry in a low-carbon and low-pollutant direction by motivating it to switch to more efficient fuel types and reduce energy consumption. At the same time, the cyclical downturn of the world economy and high bunker prices make it necessary and urgent for the shipping industry to operate in a more cost-effective way while still satisfying global trade demand. As bunker fuel bunker (e.g., heavy fuel oil [HFO], liquified natural gas [LNG]) consumption is the main source of emissions and bunker fuel costs account for a large proportion of operating costs, shipping companies are making unprecedented efforts to optimize ship energy efficiency. It is widely accepted that the key to improving the energy efficiency of ships is the development of accurate models to predict ship fuel consumption rates under different scenarios. In this study, ship fuel consumption prediction models presented in the literature (including the academic literature and technical reports as a typical type of “grey literature”) are reviewed and compared, and models that optimize ship operations based on fuel consumption prediction results are also presented and discussed. Current research challenges and promising research questions on ship performance monitoring and operational optimization are identified." @default.
• W3203058705 created "2021-10-11" @default.
• W3203058705 creator A5024001075 @default.
• W3203058705 creator A5042097387 @default.
• W3203058705 creator A5070050188 @default.
• W3203058705 date "2021-11-01" @default.
• W3203058705 modified "2023-10-17" @default.
• W3203058705 title "Data analytics for fuel consumption management in maritime transportation: Status and perspectives" @default.
• W3203058705 cites W159873042 @default.
• W3203058705 cites W168993047 @default.
• W3203058705 cites W1862461787 @default.
• W3203058705 cites W1899707185 @default.
• W3203058705 cites W1933995582 @default.
• W3203058705 cites W1969047448 @default.
• W3203058705 cites W1975513190 @default.
• W3203058705 cites W1994932064 @default.
• W3203058705 cites W2007342910 @default.
• W3203058705 cites W2010941959 @default.
• W3203058705 cites W2017806383 @default.
• W3203058705 cites W2022561529 @default.
• W3203058705 cites W2023147651 @default.
• W3203058705 cites W2025921980 @default.
• W3203058705 cites W2025978370 @default.
• W3203058705 cites W2039427270 @default.
• W3203058705 cites W2040579240 @default.
• W3203058705 cites W2046737020 @default.
• W3203058705 cites W2050021171 @default.
• W3203058705 cites W2051067781 @default.
• W3203058705 cites W2062180604 @default.
• W3203058705 cites W2071736520 @default.
• W3203058705 cites W2073001651 @default.
• W3203058705 cites W2080544049 @default.
• W3203058705 cites W2129323517 @default.
• W3203058705 cites W2147414454 @default.
• W3203058705 cites W2160591039 @default.
• W3203058705 cites W2208818643 @default.
• W3203058705 cites W2211461443 @default.
• W3203058705 cites W2322912969 @default.
• W3203058705 cites W2332630645 @default.
• W3203058705 cites W2521878396 @default.
• W3203058705 cites W2563022518 @default.
• W3203058705 cites W2614040358 @default.
• W3203058705 cites W2615225474 @default.
• W3203058705 cites W2625110632 @default.
• W3203058705 cites W2734869319 @default.
• W3203058705 cites W2738202719 @default.
• W3203058705 cites W2748055522 @default.
• W3203058705 cites W2766830746 @default.
• W3203058705 cites W2777827841 @default.
• W3203058705 cites W2777881994 @default.
• W3203058705 cites W2782213067 @default.
• W3203058705 cites W2784134832 @default.
• W3203058705 cites W2790418113 @default.
• W3203058705 cites W2792187930 @default.
• W3203058705 cites W2795761649 @default.
• W3203058705 cites W2799940847 @default.
• W3203058705 cites W2800111877 @default.
• W3203058705 cites W2811028061 @default.
• W3203058705 cites W2821736664 @default.
• W3203058705 cites W2883197430 @default.
• W3203058705 cites W2887783531 @default.
• W3203058705 cites W2891342831 @default.
• W3203058705 cites W2899643445 @default.
• W3203058705 cites W2902085794 @default.
• W3203058705 cites W2903219025 @default.
• W3203058705 cites W2904542630 @default.
• W3203058705 cites W2905627380 @default.
• W3203058705 cites W2906312242 @default.
• W3203058705 cites W2909862469 @default.
• W3203058705 cites W2910427893 @default.
• W3203058705 cites W2915513980 @default.
• W3203058705 cites W2943671034 @default.
• W3203058705 cites W2952062072 @default.
• W3203058705 cites W2960066658 @default.
• W3203058705 cites W2964482263 @default.
• W3203058705 cites W2964813512 @default.
• W3203058705 cites W2970948886 @default.
• W3203058705 cites W2984465535 @default.
• W3203058705 cites W2985951767 @default.
• W3203058705 cites W2985971213 @default.
• W3203058705 cites W2991067515 @default.
• W3203058705 cites W2999082917 @default.
• W3203058705 cites W3003906255 @default.
• W3203058705 cites W3006838544 @default.
• W3203058705 cites W3008913548 @default.
• W3203058705 cites W3011028503 @default.
• W3203058705 cites W3019708113 @default.
• W3203058705 cites W3021018522 @default.
• W3203058705 cites W3022105707 @default.
• W3203058705 cites W3022572287 @default.
• W3203058705 cites W3023315057 @default.
• W3203058705 cites W3026373428 @default.
• W3203058705 cites W3026900034 @default.
• W3203058705 cites W3034824810 @default.
• W3203058705 cites W3036796713 @default.
• W3203058705 cites W3042169474 @default.
• W3203058705 cites W3046981189 @default.
• W3203058705 cites W3048582219 @default.

• next