ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship
Recently, interest in the design and construction of smart ships has been widely increasing. Optimal route planning is a widely studied essential aspect of smart ship technology. Planning an optimal route requires an accurate estimation of the fuel oil consumption of a ship. Various studies have sug...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2020-10-01
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| Series: | Journal of Marine Science and Engineering |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2077-1312/8/10/791 |
| _version_ | 1827704540747530240 |
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| author | Ki-Su Kim Myung-Il Roh |
| author_facet | Ki-Su Kim Myung-Il Roh |
| author_sort | Ki-Su Kim |
| collection | DOAJ |
| description | Recently, interest in the design and construction of smart ships has been widely increasing. Optimal route planning is a widely studied essential aspect of smart ship technology. Planning an optimal route requires an accurate estimation of the fuel oil consumption of a ship. Various studies have suggested methods for theoretically estimating the fuel oil consumption. However, the calculation methodology and accuracy are different for each method. In addition, in commercial software, a statistical model based mainly on operating data has been used. Therefore, in this study, we propose a method based on ISO 15016:2015 for estimating the fuel oil consumption of a ship by improving the ISO 15016:2002 method—which has been predominantly used in existing studies. Moreover, the accuracy of the proposed method is examined by comparing it with a gray box model based on operating data. The results confirm that the proposed method can be used for estimating the fuel oil consumption of a ship. |
| first_indexed | 2024-03-10T15:42:17Z |
| format | Article |
| id | doaj.art-54cdb30ea3dd4089860b87a8a9085936 |
| institution | Directory Open Access Journal |
| issn | 2077-1312 |
| language | English |
| last_indexed | 2024-03-10T15:42:17Z |
| publishDate | 2020-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Journal of Marine Science and Engineering |
| spelling | doaj.art-54cdb30ea3dd4089860b87a8a90859362023-11-20T16:42:22ZengMDPI AGJournal of Marine Science and Engineering2077-13122020-10-0181079110.3390/jmse8100791ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a ShipKi-Su Kim0Myung-Il Roh1Department of the Naval Architecture and Ocean Engineering, Seoul National University, Seoul 08826, KoreaDepartment of the Naval Architecture and Ocean Engineering, Seoul National University, Seoul 08826, KoreaRecently, interest in the design and construction of smart ships has been widely increasing. Optimal route planning is a widely studied essential aspect of smart ship technology. Planning an optimal route requires an accurate estimation of the fuel oil consumption of a ship. Various studies have suggested methods for theoretically estimating the fuel oil consumption. However, the calculation methodology and accuracy are different for each method. In addition, in commercial software, a statistical model based mainly on operating data has been used. Therefore, in this study, we propose a method based on ISO 15016:2015 for estimating the fuel oil consumption of a ship by improving the ISO 15016:2002 method—which has been predominantly used in existing studies. Moreover, the accuracy of the proposed method is examined by comparing it with a gray box model based on operating data. The results confirm that the proposed method can be used for estimating the fuel oil consumption of a ship.https://www.mdpi.com/2077-1312/8/10/791fuel oil consumptionroute planningISO 15016:2015ship resistance and power |
| spellingShingle | Ki-Su Kim Myung-Il Roh ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship Journal of Marine Science and Engineering fuel oil consumption route planning ISO 15016:2015 ship resistance and power |
| title | ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship |
| title_full | ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship |
| title_fullStr | ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship |
| title_full_unstemmed | ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship |
| title_short | ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship |
| title_sort | iso 15016 2015 based method for estimating the fuel oil consumption of a ship |
| topic | fuel oil consumption route planning ISO 15016:2015 ship resistance and power |
| url | https://www.mdpi.com/2077-1312/8/10/791 |
| work_keys_str_mv | AT kisukim iso150162015basedmethodforestimatingthefueloilconsumptionofaship AT myungilroh iso150162015basedmethodforestimatingthefueloilconsumptionofaship |