国際海運のカーボンニュートラルに向けたFeebateの評価のためのシミュレーションシステムの開発

At the 79th Marine Environment Protection Committee in December 2022, it was discussed to combine regulatory measures and market-based measures (MBMs) for decarbonization in the international maritime transport. In this study, the evaluation of Feebate is focused on, which is an MBM proposed by Japa...

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Published in日本船舶海洋工学会論文集 Vol. 39; pp. 87 - 99
Main Authors 稗方, 和夫, 野々村, 一歩, 中島, 拓也, 西野, 成昭
Format Journal Article
LanguageJapanese
Published 公益社団法人 日本船舶海洋工学会 2024
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ISSN1880-3717
1881-1760
DOI10.2534/jjasnaoe.39.87

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Abstract At the 79th Marine Environment Protection Committee in December 2022, it was discussed to combine regulatory measures and market-based measures (MBMs) for decarbonization in the international maritime transport. In this study, the evaluation of Feebate is focused on, which is an MBM proposed by Japan. This institute has the challenge that the carbon dioxide (CO2) emissions to be reduced are not definitive, and it is not easy to make accurate future projections by top-down simulation. In this study, therefore, future CO2 emissions from the international maritime transport with Feebate are simulated by multi-agent simulation to help the policy maker effectively reduce the emissions. Furthermore, it is analyzed what kind of agent behavior affects the CO2 emissions. The simulator developed in this study is a multi-agent simulator that uses multiple agents to imitate the decision-making processes of real shipping companies. Feebate is modeled as the differences of fuel prices among heavy fuel oil (HFO), liquified natural gas (LNG) and ammonia, and as the ratio of fuel consumptions among these fuels. Case studies are conducted by varying the degree of the fee for the fossil fuels, and the starting year of Feebate. The simulation results suggests that Feebate encourages shipping companies to switch from HFO-fueled vessels and LNG-fueled vessels to ammonia-fueled vessels, and the slow start of Feebate makes it difficult to reduce CO2 emissions, even with a stronger fee, which causes unnecessarily cut into shipping companies’ profits.
AbstractList At the 79th Marine Environment Protection Committee in December 2022, it was discussed to combine regulatory measures and market-based measures (MBMs) for decarbonization in the international maritime transport. In this study, the evaluation of Feebate is focused on, which is an MBM proposed by Japan. This institute has the challenge that the carbon dioxide (CO2) emissions to be reduced are not definitive, and it is not easy to make accurate future projections by top-down simulation. In this study, therefore, future CO2 emissions from the international maritime transport with Feebate are simulated by multi-agent simulation to help the policy maker effectively reduce the emissions. Furthermore, it is analyzed what kind of agent behavior affects the CO2 emissions. The simulator developed in this study is a multi-agent simulator that uses multiple agents to imitate the decision-making processes of real shipping companies. Feebate is modeled as the differences of fuel prices among heavy fuel oil (HFO), liquified natural gas (LNG) and ammonia, and as the ratio of fuel consumptions among these fuels. Case studies are conducted by varying the degree of the fee for the fossil fuels, and the starting year of Feebate. The simulation results suggests that Feebate encourages shipping companies to switch from HFO-fueled vessels and LNG-fueled vessels to ammonia-fueled vessels, and the slow start of Feebate makes it difficult to reduce CO2 emissions, even with a stronger fee, which causes unnecessarily cut into shipping companies’ profits.
Author 中島, 拓也
稗方, 和夫
西野, 成昭
野々村, 一歩
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References 7) I. Parry et al.: A Carbon Levy for International Maritime Fuels, Review of Environmental Economics and Policy, Vol. 16, Issue 1, pp. 25-41, 2022.
20) The International Maritime Organization, 2019: Initial IMO GHG Strategy, https://www.imo.org/en/MediaCentre/HotTopics/Pages/Reducing-greenhouse-gas-emissions-from-ships.aspx.
1) The International Maritime Organization, 2022: Marine Environment Protection Committee (MEPC) - 79th session, 12-16 December 2022, https://www.imo.org/en/MediaCentre/MeetingSummaries/Pages/MEPC-79th-session.aspx.
4) S. Pitrebois, et al.: An actuarial analysis of the French bonusmalus system, Scandinavian Actuarial Journal, Vol, 2006, Issue 5, pp. 247-264, 2006.
2) The Ministry of Land, Infrastructure, and Tourism, 2022: Toward Carbon Neutral in the International Maritime Transport in 2050 (In Japanese), https://www.mlit.go.jp/maritime/content/001484433.pdf.
8) J. Daidola: Evaluating Feebates for Decarbonization by Required Freight Rate Evaluating Feebates for Decarbonization by Required Freight Rate, SNAME Maritime Convention 2022, Houston, TX, 26-29 Sep. 2022.
13) Clarkson Research, World Fleet Register, https://www.clarksons.net/wfr/.
14) Japan Maritime Center, 2023: CCFI W/C AMERICA Monthly Variation of Fee Index (In Japanese).
15) Z. Lu et al.: A study on the Utilization of Ammonia as Energy in Japan, IEEJ, 2018.
16) T. Suzuki: Fuel Consumption of Container Ship and RORO Cargo Ship and Effect of Oil Price Rise on Domestic RORO Cargo Ship Transportation of Long Distance Routes,Technical Note of NILIM, No. 494, 2008.
5) New Zealand Transport Agency, 2023: Clean Car Discount, https://www.nzta.govt.nz/vehicles/clean-carprogramme/clean-car-discount/overview/.
日本海事センター, 2023, 北米往航西岸 (CCFI W/C AMERICA)・月別運賃指数の推移.
11 The Ministry of Land, Infrastructure, and Tourism, 2020: Roadmap to Zero Emission from International Shipping, https://www.mlit.go.jp/common/001354314.pdf.
6) A. Adamou, et al.: Welfare Implications of Car Feebates: A Simulation Analysis, The Economic Journal, Vol. 124, Issue 578, pp. 420–443, 2014.
9) D. toratani et al.: Interactive Simulation for Investigating Policies to Reduce CO2 Emissions in Shipping Industry, Conference Proceedings of JASNAOE, Vol. 33, pp. 427-433, 2021.
12) EMSA: EU MRV, https://mrv.emsa.europa.eu/.
10) K. Nonomura et al.: International Regulation Design for Reduction of GHG Emission in Maritime Shipping by Agent-Based Simulation, In: The 29th International Society of Transdisciplinary Engineering (ISTE), Cambridge, 2022, pp. 207-216.
国土交通省:国際海運の2050年カーボンニュートラル達成に向けて.
18) 2022 Guidelines on the method of calculation of the attained Energy Efficiency Existing Ship Index (EEXI), MEPC.350(78).
3) The Ministry of Land, Infrastructure, Transport, and Tourism, 2022: Japan’s Approach toward ZERO Emission Shipping, https://smartmaritimenetwork.com/wpcontent/uploads/2022/09/9-Junpei-Ueda-Director-for-Environment-Policy-Ocean-Development-and-Environment-Policy-Division-Maritime-Bureau-Ministryof-Land-Infrastructure-Transport-and-Tourism-MLIT-.pdf.
17) 2022 Guidelines on the method of calculation of the attained Energy Efficiency Design Index (EEDI) for new ships, Resolution MEPC.364(79).
19) The Independent Statistics and Analysis, 2022: Carbon Dioxide Emissions Coefficients, https://www.eia.gov/environment/emissions/co2_vol_mass.php.
References_xml – reference: 3) The Ministry of Land, Infrastructure, Transport, and Tourism, 2022: Japan’s Approach toward ZERO Emission Shipping, https://smartmaritimenetwork.com/wpcontent/uploads/2022/09/9-Junpei-Ueda-Director-for-Environment-Policy-Ocean-Development-and-Environment-Policy-Division-Maritime-Bureau-Ministryof-Land-Infrastructure-Transport-and-Tourism-MLIT-.pdf.
– reference: 11 The Ministry of Land, Infrastructure, and Tourism, 2020: Roadmap to Zero Emission from International Shipping, https://www.mlit.go.jp/common/001354314.pdf.
– reference: 19) The Independent Statistics and Analysis, 2022: Carbon Dioxide Emissions Coefficients, https://www.eia.gov/environment/emissions/co2_vol_mass.php.
– reference: 1) The International Maritime Organization, 2022: Marine Environment Protection Committee (MEPC) - 79th session, 12-16 December 2022, https://www.imo.org/en/MediaCentre/MeetingSummaries/Pages/MEPC-79th-session.aspx.
– reference: 16) T. Suzuki: Fuel Consumption of Container Ship and RORO Cargo Ship and Effect of Oil Price Rise on Domestic RORO Cargo Ship Transportation of Long Distance Routes,Technical Note of NILIM, No. 494, 2008.
– reference: 8) J. Daidola: Evaluating Feebates for Decarbonization by Required Freight Rate Evaluating Feebates for Decarbonization by Required Freight Rate, SNAME Maritime Convention 2022, Houston, TX, 26-29 Sep. 2022.
– reference: 13) Clarkson Research, World Fleet Register, https://www.clarksons.net/wfr/.
– reference: 14) Japan Maritime Center, 2023: CCFI W/C AMERICA Monthly Variation of Fee Index (In Japanese).
– reference: 5) New Zealand Transport Agency, 2023: Clean Car Discount, https://www.nzta.govt.nz/vehicles/clean-carprogramme/clean-car-discount/overview/.
– reference: 国土交通省:国際海運の2050年カーボンニュートラル達成に向けて.
– reference: 日本海事センター, 2023, 北米往航西岸 (CCFI W/C AMERICA)・月別運賃指数の推移.
– reference: 18) 2022 Guidelines on the method of calculation of the attained Energy Efficiency Existing Ship Index (EEXI), MEPC.350(78).
– reference: 2) The Ministry of Land, Infrastructure, and Tourism, 2022: Toward Carbon Neutral in the International Maritime Transport in 2050 (In Japanese), https://www.mlit.go.jp/maritime/content/001484433.pdf.
– reference: 12) EMSA: EU MRV, https://mrv.emsa.europa.eu/.
– reference: 4) S. Pitrebois, et al.: An actuarial analysis of the French bonusmalus system, Scandinavian Actuarial Journal, Vol, 2006, Issue 5, pp. 247-264, 2006.
– reference: 7) I. Parry et al.: A Carbon Levy for International Maritime Fuels, Review of Environmental Economics and Policy, Vol. 16, Issue 1, pp. 25-41, 2022.
– reference: 10) K. Nonomura et al.: International Regulation Design for Reduction of GHG Emission in Maritime Shipping by Agent-Based Simulation, In: The 29th International Society of Transdisciplinary Engineering (ISTE), Cambridge, 2022, pp. 207-216.
– reference: 20) The International Maritime Organization, 2019: Initial IMO GHG Strategy, https://www.imo.org/en/MediaCentre/HotTopics/Pages/Reducing-greenhouse-gas-emissions-from-ships.aspx.
– reference: 6) A. Adamou, et al.: Welfare Implications of Car Feebates: A Simulation Analysis, The Economic Journal, Vol. 124, Issue 578, pp. 420–443, 2014.
– reference: 15) Z. Lu et al.: A study on the Utilization of Ammonia as Energy in Japan, IEEJ, 2018.
– reference: 9) D. toratani et al.: Interactive Simulation for Investigating Policies to Reduce CO2 Emissions in Shipping Industry, Conference Proceedings of JASNAOE, Vol. 33, pp. 427-433, 2021.
– reference: 17) 2022 Guidelines on the method of calculation of the attained Energy Efficiency Design Index (EEDI) for new ships, Resolution MEPC.364(79).
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