Modelling guided energy management system for a hydrogen–fuelled harbour tug
The use of hydrogen as a source of fuel for marine applications is relatively nascent. As the maritime industry pivots to the use of alternate low and zero-emission fuels to adapt to a changing regulatory landscape, hydrogen energy needs to present and substantiate a technical and commercially viabl...
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sg-ntu-dr.10356-1788582024-07-13T16:48:03Z Modelling guided energy management system for a hydrogen–fuelled harbour tug Menon, Nirmal Vineeth Nguyen, Van Bo Quek, Raymond Kang, Chang Wei Zhang, Baili Chan, Siew Hwa School of Mechanical and Aerospace Engineering Seatrium (SG) Pte Ltd Energy Research Institute @ NTU (ERI@N) Maritime Energy and Sustainable Development Centre of Excellence Engineering Hydrogen tug Hydrogen fuel cell The use of hydrogen as a source of fuel for marine applications is relatively nascent. As the maritime industry pivots to the use of alternate low and zero-emission fuels to adapt to a changing regulatory landscape, hydrogen energy needs to present and substantiate a technical and commercially viable use case to secure its value proposition in the future fuel mix. This paper leverages the technoeconomic and environmental assessment previously performed on HyForce, a hydrogen-fuelled harbour tug which has shown encouraging results for both technical and commercial aspects. This study aims to create a digital twin of HyForce to accurately predict her operability in real-world scenarios. The results from this study identify the strengths and drawbacks of the proposed use case. This is achieved by embedding the detailed design of HyForce in a virtual environment to further evaluate its operational performance through Computational Fluid Dynamics (CFD) simulations of realistic environmental conditions such as wind, wave, sea currents, and friction attributed to the properties of seawater. The results from this study indicate a base case power requirement of 93 kW to 1892 kW to achieve speeds of 5 to 12 knots in the absence of external environmental influences. Consequently, the speed of HyForce has a profound impact on total resistance peaking at 97.3 kN at 12 knots. Seawater properties such as low seawater temperature of 0 °C, and a high salinity of 50 g/kg increased friction. Additionally, wind speeds of 10 m/s acting on HyForce, delivered a resistance of 3 kN. However, these will be well mitigated through the design of the propulsion system which will be able to deliver a thrust power of 1892 kW and with assistance from the energy storage systems produce 2 MW of power to overcome the resistance experienced. The findings presented in this paper can serve as a foundation for constructing a robust model for the development of a predictive controller for future work. This controller has the potential to optimize the configuration of hydrogen and battery energy storage, aligning with desired cost functions. Agency for Science, Technology and Research (A*STAR) Economic Development Board (EDB) Published version This research project is funded by the Economic Development Board of Singapore under the Industrial Postgraduate Programme (EDB-IPP) and by A*STAR under its RIE2025 Industry Alignment Fund – Industry Collaboration Project (IAF-ICP) I2101E0003. 2024-07-09T05:08:46Z 2024-07-09T05:08:46Z 2024 Journal Article Menon, N. V., Nguyen, V. B., Quek, R., Kang, C. W., Zhang, B. & Chan, S. H. (2024). Modelling guided energy management system for a hydrogen–fuelled harbour tug. Energy Conversion and Management: X, 23, 100642-. https://dx.doi.org/10.1016/j.ecmx.2024.100642 2590-1745 https://hdl.handle.net/10356/178858 10.1016/j.ecmx.2024.100642 2-s2.0-85195514058 23 100642 en EDB-IPP I2101E0003. Energy Conversion and Management: X © 2024 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/bync/4.0/). application/pdf |
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Engineering Hydrogen tug Hydrogen fuel cell Menon, Nirmal Vineeth Nguyen, Van Bo Quek, Raymond Kang, Chang Wei Zhang, Baili Chan, Siew Hwa Modelling guided energy management system for a hydrogen–fuelled harbour tug |
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The use of hydrogen as a source of fuel for marine applications is relatively nascent. As the maritime industry pivots to the use of alternate low and zero-emission fuels to adapt to a changing regulatory landscape, hydrogen energy needs to present and substantiate a technical and commercially viable use case to secure its value proposition in the future fuel mix. This paper leverages the technoeconomic and environmental assessment previously performed on HyForce, a hydrogen-fuelled harbour tug which has shown encouraging results for both technical and commercial aspects. This study aims to create a digital twin of HyForce to accurately predict her operability in real-world scenarios. The results from this study identify the strengths and drawbacks of the proposed use case. This is achieved by embedding the detailed design of HyForce in a virtual environment to further evaluate its operational performance through Computational Fluid Dynamics (CFD) simulations of realistic environmental conditions such as wind, wave, sea currents, and friction attributed to the properties of seawater. The results from this study indicate a base case power requirement of 93 kW to 1892 kW to achieve speeds of 5 to 12 knots in the absence of external environmental influences. Consequently, the speed of HyForce has a profound impact on total resistance peaking at 97.3 kN at 12 knots. Seawater properties such as low seawater temperature of 0 °C, and a high salinity of 50 g/kg increased friction. Additionally, wind speeds of 10 m/s acting on HyForce, delivered a resistance of 3 kN. However, these will be well mitigated through the design of the propulsion system which will be able to deliver a thrust power of 1892 kW and with assistance from the energy storage systems produce 2 MW of power to overcome the resistance experienced. The findings presented in this paper can serve as a foundation for constructing a robust model for the development of a predictive controller for future work. This controller has the potential to optimize the configuration of hydrogen and battery energy storage, aligning with desired cost functions. |
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School of Mechanical and Aerospace Engineering |
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School of Mechanical and Aerospace Engineering Menon, Nirmal Vineeth Nguyen, Van Bo Quek, Raymond Kang, Chang Wei Zhang, Baili Chan, Siew Hwa |
format |
Article |
author |
Menon, Nirmal Vineeth Nguyen, Van Bo Quek, Raymond Kang, Chang Wei Zhang, Baili Chan, Siew Hwa |
author_sort |
Menon, Nirmal Vineeth |
title |
Modelling guided energy management system for a hydrogen–fuelled harbour tug |
title_short |
Modelling guided energy management system for a hydrogen–fuelled harbour tug |
title_full |
Modelling guided energy management system for a hydrogen–fuelled harbour tug |
title_fullStr |
Modelling guided energy management system for a hydrogen–fuelled harbour tug |
title_full_unstemmed |
Modelling guided energy management system for a hydrogen–fuelled harbour tug |
title_sort |
modelling guided energy management system for a hydrogen–fuelled harbour tug |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/178858 |
_version_ |
1806059852697436160 |