Advancing maritime decarbonisation: Design and optimisation of ammonia-fuelled propulsion systems

Innovative marine propulsion systems play a pivotal role for decarbonising global maritime transportation. This study investigated an ammonia-fuelled hybrid powertrain system that integrates ammonia internal combustion engines with a battery energy storage system for a large containership, which were based on the credible and validated physical engine and battery models and real operation profiles of the case ship. A multi-objective optimisation framework based on the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) is developed for component sizing and selection. In parallel, a rule-based Energy Management Strategy (EMS) is employed to optimize power distribution and improve operational efficiency. The proposed hybrid configuration is benchmarked against a real-world powertrain system powered by heavy fuel oil engines and a scenario powertrain solely powered by the same type of ammonia engines. The case study on the representative containership demonstrates that the ammonia-fuelled propulsion system has significantly lower carbon emissions than the conventional propulsion system, which achieves a 79.36 % reduction in CO 2 emissions. The hybrid ammonia-fuelled powertrain system has further 0.15 % CO 2 emission reductions with an Energy Efficiency Existing Ship Index (EEXI) of 0.8085 gCO 2 /(t∗nmi). Nevertheless, fuel costs account for over 86 % of lifecycle expenditure, and high ammonia genset prices increase Capital Expenditure (CAPEX), resulting in higher overall costs of the ammonia-fuelled propulsion systems. These results indicate that ammonia as a marine fuel offers substantial decarbonisation potential and its economic feasibility depends on future ammonia cost reductions and optimal marine propulsion system design. • Proposed an ammonia-fuelled hybrid propulsion system for deep-sea shipping. • Developed a marine propulsion system model based on physics-equation models. • Employ NAGA-II for optimal component sizing and selection for the propulsion system. • Develop a rule-based EMS improves efficiency in dynamic conditions.

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Publication Details

Journal
Journal of Cleaner Production
Published
2025-11-24
DOI
https://doi.org/10.1016/j.jclepro.2025.147145
Citations
2
Primary Topic
Maritime Transport Emissions and Efficiency
Type
article
Field-Weighted Citation Impact
1.60

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article

Advancing maritime decarbonisation: Design and optimisation of ammonia-fuelled propulsion systems

Yang Tao, Dawei Wu, Peihao Chen, Alasdair Cairns et al.
2 citations
Journal of Cleaner Production
Maritime Transport Emissions and Efficiency
1.60
article

Advancing maritime decarbonisation: Design and optimisation of ammonia-fuelled propulsion systems

Yang Tao, Dawei Wu, Peihao Chen, Alasdair Cairns, Xinyang Hao, Yan Zhang
article en
2 citations

Abstract

Innovative marine propulsion systems play a pivotal role for decarbonising global maritime transportation. This study investigated an ammonia-fuelled hybrid powertrain system that integrates ammonia internal combustion engines with a battery energy storage system for a large containership, which were based on the credible and validated physical engine and battery models and real operation profiles of the case ship. A multi-objective optimisation framework based on the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) is developed for component sizing and selection. In parallel, a rule-based Energy Management Strategy (EMS) is employed to optimize power distribution and improve operational efficiency. The proposed hybrid configuration is benchmarked against a real-world powertrain system powered by heavy fuel oil engines and a scenario powertrain solely powered by the same type of ammonia engines. The case study on the representative containership demonstrates that the ammonia-fuelled propulsion system has significantly lower carbon emissions than the conventional propulsion system, which achieves a 79.36 % reduction in CO 2 emissions. The hybrid ammonia-fuelled powertrain system has further 0.15 % CO 2 emission reductions with an Energy Efficiency Existing Ship Index (EEXI) of 0.8085 gCO 2 /(t∗nmi). Nevertheless, fuel costs account for over 86 % of lifecycle expenditure, and high ammonia genset prices increase Capital Expenditure (CAPEX), resulting in higher overall costs of the ammonia-fuelled propulsion systems. These results indicate that ammonia as a marine fuel offers substantial decarbonisation potential and its economic feasibility depends on future ammonia cost reductions and optimal marine propulsion system design. • Proposed an ammonia-fuelled hybrid propulsion system for deep-sea shipping. • Developed a marine propulsion system model based on physics-equation models. • Employ NAGA-II for optimal component sizing and selection for the propulsion system. • Develop a rule-based EMS improves efficiency in dynamic conditions.

Journal of Cleaner ProductionVol. 535
University of Nottingham (GB), Durham University (GB), University of Birmingham (GB)
China Scholarship Council, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 15%
Maritime Transport Emissions and Efficiency
1.60
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