| Download | - View final version: Route optimization for vessels in ice: investigating operational implications of the carbon intensity indicator regulation (PDF, 3.7 MiB)
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| DOI | Resolve DOI: https://doi.org/10.1016/j.marpol.2023.105858 |
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| Author | Search for: Tran, Trung Tien; Search for: Browne, Thomas1ORCID identifier: https://orcid.org/0000-0003-4568-1252; Search for: Veitch, Brian; Search for: Musharraf, Mashrura; Search for: Peters, Dennis |
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| Affiliation | - National Research Council of Canada. Ocean, Coastal and River Engineering
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| Funder | Search for: National Research Council Canada; Search for: Ocean Frontier Institute |
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| Format | Text, Article |
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| Subject | carbon intensity indicator; route optimization; ice navigation; POLARIS; ship emissions |
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| Abstract | The International Maritime Organization has adopted the Carbon Intensity Indicator (CII) regulation to promote decarbonization of shipping operations. The CII regulation includes specific treatment for vessels sailing in ice, which allows the time spent in ice, the associated emissions and transport work, to be excluded from the reported annual CII. The current study investigates the implications and possible side effects of this exemption in all ice-covered waters. A proposed model integrates the CII regulation into a route optimization tool for vessels in ice. The research decomposes the regulation from evaluating an annual CII value to monitoring an instantaneous CII value over a unit distance. A ship performance model is used to estimate resistance, powering, and fuel consumption. A graph-based pathfinding method is applied to find optimal routes and speeds for the vessel. A hypothetical bulk carrier with ice class 1A Super operating in the Canadian Arctic is considered as a case study. The Polar Operational Limit Assessment Risk Indexing System is applied to promote safe operations in ice. The demonstrations explore route optimization with and without CII considerations, including the exemption for ships sailing ice. The results show that the CII regulation promotes reduced speeds to curb fuel consumption and carbon emissions. The findings also indicate that the exemption for sailing in ice conditions influences routing decisions with results that are contrary to the intent of the regulation. This research provides a tool to support ship operators with voyage planning and policy-makers in evaluating the impact of the CII regulation. |
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| Publication date | 2023-10-07 |
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| Publisher | Elsevier |
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| Licence | |
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| In | |
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| Language | English |
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| Peer reviewed | Yes |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction (opens in a new tab) |
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| Record identifier | f57fac3e-3e4c-4218-9f15-84f98e39ce43 |
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| Record created | 2023-10-16 |
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| Record modified | 2023-10-18 |
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