2023
DOI: 10.1016/j.oceaneng.2023.115487
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Operational efficiency optimization method for ship fleet to comply with the carbon intensity indicator (CII) regulation

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Cited by 11 publications
(4 citation statements)
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“…Equation ( 5) represents the maximization of the total reduction of carbon emissions from vessels; Equation (6) represents the minimization of the total waiting time for all vessels; Equation (7) represents the reduction of carbon emissions from ships; Equation (8) represents the speed limit for virtual arrival to ensure safe navigation of ships in port; Equation (9) ensures that the vessel dispatch time is greater than the expected arrival time; Equation (10) represents the safe time interval between the two vessels entering the port; Equation (11) indicates the time when the ship enters the waterway (reporting line); Equation (12) indicates the time when the ship leaves the waterway; Equation (13) represents the actual water depth of the channel considering the T time of the tide, used to calculate whether the water depth of the channel meets the requirements for safe navigation of ships during navigation, avoiding grounding. Equation ( 14) denotes that the depth of the channel meets the requirements for vessel navigation, considering the safety margin when the vessel enters the channel; Equations ( 15) and ( 16) ensure that the depth of the channel meets the navigation requirements when the vessel leaves the channel; Equation (17) ensures that the depth of the vessel's navigation channel meets the requirements during navigation; due to the periodic changes in tides, it is not only necessary to ensure that the water depth meets the requirements when entering and leaving the channel, but also to ensure that the water depth that changes during the navigation of the ship must always meet the navigation requirements; and Equations ( 18) and ( 19) indicate the sequence in which vessels i and i′ entered the port.…”
Section: Notation Descriptionmentioning
confidence: 99%
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“…Equation ( 5) represents the maximization of the total reduction of carbon emissions from vessels; Equation (6) represents the minimization of the total waiting time for all vessels; Equation (7) represents the reduction of carbon emissions from ships; Equation (8) represents the speed limit for virtual arrival to ensure safe navigation of ships in port; Equation (9) ensures that the vessel dispatch time is greater than the expected arrival time; Equation (10) represents the safe time interval between the two vessels entering the port; Equation (11) indicates the time when the ship enters the waterway (reporting line); Equation (12) indicates the time when the ship leaves the waterway; Equation (13) represents the actual water depth of the channel considering the T time of the tide, used to calculate whether the water depth of the channel meets the requirements for safe navigation of ships during navigation, avoiding grounding. Equation ( 14) denotes that the depth of the channel meets the requirements for vessel navigation, considering the safety margin when the vessel enters the channel; Equations ( 15) and ( 16) ensure that the depth of the channel meets the navigation requirements when the vessel leaves the channel; Equation (17) ensures that the depth of the vessel's navigation channel meets the requirements during navigation; due to the periodic changes in tides, it is not only necessary to ensure that the water depth meets the requirements when entering and leaving the channel, but also to ensure that the water depth that changes during the navigation of the ship must always meet the navigation requirements; and Equations ( 18) and ( 19) indicate the sequence in which vessels i and i′ entered the port.…”
Section: Notation Descriptionmentioning
confidence: 99%
“…To achieve the emission reduction goals set by the IMO and mitigate environmental impacts, it is imperative to reduce vessel emissions. Current research [6][7][8][9][10] suggests that significant potential exists for emission reductions by improving navigational efficiency (traveling at the minimum speed necessary). Reducing carbon emissions from vessels and minimizing the waiting time at busy ports not only contributes to environmental amelioration but also yields manifold economic benefits.…”
Section: Introductionmentioning
confidence: 99%
“…These measures seek to assess and regulate the energy efficiency of both new naval projects and existing ships, with the intention of significantly lowering CO 2 emissions from maritime vessels. The Carbon Intensity Indicator (CII) [13] is another regulation introduced by the International Maritime Organization (IMO) to monitor and decrease GHG emissions in the shipping sector. The CII provides an indication of the carbon intensity of ships, calculated as the amount of CO 2 emitted per ton of shipping and nautical miles traveled.…”
Section: Introduction 1overviewmentioning
confidence: 99%
“…Another measure introduced by the IMO is the CII, which measures emissions in grams of CO 2 emitted per cargo-carrying capacity and nautical mile. Based on the CII assessment, ships are classified as A, B, C, D or E. If a ship has a D rating for three consecutive years or an E rating for one year, it must provide a reduction strategy in the Ship Energy Efficiency Management Plan (SEEMP Part III) [8]. This plan should include steps to achieve the required C-rating or better.…”
Section: Introductionmentioning
confidence: 99%