MOMENT-CONSTRAINED SIDE-FORCE ALLOCATION FOR WIND-ASSISTED MERCHANT SHIPS: HYDRODYNAMIC PERFORMANCE OF RETRACTABLE ANTI-LEEWAY FINS AND FLAP RUDDERS

Authors

  • FuYong Zhou (Corresponding Author) StormGeo, Shanghai 200003, China.

Keywords:

Wind-assisted ship propulsion, Anti-leeway fin, Flap rudder, Yaw balance, Side-force allocation, MMG model, Vortex-lattice method, KVLCC2

Abstract

Wind-assisted propulsion generates an aerodynamic side force and yaw moment that must be balanced hydrodynamically through leeway, helm and appendage loading. Retractable anti-leeway fins with adjustable incidence and flap rudders are being introduced for this purpose, but their benefit for large merchant ships has not been quantified with a method that resolves the coupled side-force and yaw-moment allocation. This paper develops a moment-constrained side-force allocation framework and applies it to the KVLCC2 tanker fitted with four wing sails. The framework couples (i) captive-test-based manoeuvring (MMG) coefficients for hull, propeller and rudder, (ii) a low-aspect-ratio lifting-surface model for fins and flap rudders that combines a vortex-lattice method with a reflection plane, XFOIL section polars at full-scale Reynolds number and a cross-flow non-linearity, (iii) hull up-wash, boundary-layer immersion and fin–rudder vortex interaction, and (iv) a joint optimisation of sail trim, leeway, helm, flap angle, fin incidence and fin deployment. A closed-form result is derived for the minimum side-force cost, together with the yaw-balance capacity and the break-even side force for fin deployment. The theory reproduces the non-linear optimum within 1.7% and predicts the fin break-even side force (1.92 MN) within 2.1%. Route-level evaluation with two real wind datasets (NOAA buoy 46002 and the NREL WIND Toolkit) shows that, at a sail-area ratio of 0.6, 12 kn and a 10° helm limit, all appendage options change annual savings by less than 0.05 percentage points while a flap rudder reduces the time spent above 8° helm from 1.96% to 0.35%. When yaw balance becomes binding (sail-area ratio 1.2, 10 kn, 5° helm limit), the flap rudder adds 4.66 points to a 40.0% baseline saving, a retractable adjustable fin adds 3.52 points and the combination adds 4.77 points with the fin deployed 16% of the time (Monte Carlo: 4.83 ± 0.56 points). Neglecting propeller unloading overstates the baseline saving by 2.0 points, and sail-first trimming loses 0.83 points relative to joint optimisation.

References

[1] International Maritime Organization. Resolution MEPC.377(80): 2023 IMO Strategy on Reduction of GHG Emissions from Ships. IMO, London, 2023.

[2] Chou T, Kosmas V, Acciaro M, et al. A comeback of wind power in shipping: an economic and operational review on the wind-assisted ship propulsion technology. Sustainability, 2021, 13(4): 1880. DOI: 10.3390/su13041880.

[3] Tillig F, Ringsberg J W. Design, operation and analysis of wind-assisted cargo ships. Ocean Engineering, 2020, 211: 107603. DOI: 10.1016/j.oceaneng.2020.107603.

[4] Kolk N J, Keuning J A, Huijsmans R H M. Part 1: Experimental validation of a RANS-CFD methodology for the hydrodynamics of wind-assisted ships operating at leeway angles. Ocean Engineering, 2019, 178: 375-387.

[5] Kolk N. Sailing efficiency and course keeping ability of wind assisted ships. PhD thesis, Delft University of Technology, Delft, 2020. DOI: 10.4233/uuid:8707309f-b9a3-4e09-916d-8fb64328a138.

[6] Kolk N J, Akkerman I, Keuning J A, et al. Low-aspect ratio appendages for wind-assisted ships. Journal of Marine Science and Technology, 2021, 26(4): 1126-1143.

[7] Kolk N, Akkerman I, Keuning J A, et al. Dataset: Bilge keels for course stability and sailing efficiency of wind-assisted ships. 4TU.ResearchData, 2019. DOI: 10.4121/uuid:a9314e24-5d4c-4c46-9f99-391ee7cdc1eb.

[8] Kramer J V, Steen S. Sail-induced resistance on a wind-powered cargo ship. Ocean Engineering, 2022, 261: 111688. DOI: 10.1016/j.oceaneng.2022.111688.

[9] Marine Log. Becker launches two new product lines at SMM, 2024. https://www.marinelog.com/technology/becker-launches-two-new-product-lines-at-smm/.

[10] Molland A F, Turnock S R. Marine Rudders and Control Surfaces: Principles, Data, Design and Applications. Butterworth-Heinemann, Oxford, 2007.

[11] Liu J, Hekkenberg R. Sixty years of research on ship rudders: effects of design choices on rudder performance. Ships and Offshore Structures, 2017, 12(4): 495-512.

[12] Yasukawa H, Yoshimura Y. Introduction of MMG standard method for ship maneuvering predictions. Journal of Marine Science and Technology, 2015, 20(1): 37-52. DOI: 10.1007/s00773-014-0293-y.

[13] Mitsuyuki T. ShipMMG.jl: ship maneuvering simulation based on the MMG model, 2021. https://github.com/ShipMMG/ShipMMG.jl.

[14] Holtrop J, Mennen G G J. An approximate power prediction method. International Shipbuilding Progress, 1982, 29(335): 166-170. DOI: 10.3233/ISP-1982-2933501.

[15] Toxopeus S L, Simonsen C D, Guilmineau E, et al. Investigation of water depth and basin wall effects on KVLCC2 in manoeuvring motion using viscous-flow calculations. Journal of Marine Science and Technology, 2013, 18: 471-496. DOI: 10.1007/s00773-013-0221-6.

[16] Drela M. XFOIL: An analysis and design system for low Reynolds number airfoils. In: Mueller T J (ed.) Low Reynolds Number Aerodynamics. Lecture Notes in Engineering, vol. 54. Springer, Berlin, Heidelberg, 1989: 1-12. DOI: 10.1007/978-3-642-84010-4_1.

[17] Sharpe P, Hansman R J. NeuralFoil: An airfoil aerodynamics analysis tool using physics-informed machine learning. arXiv:2503.16323, 2025. DOI: 10.48550/arXiv.2503.16323.

[18] Katz J, Plotkin A. Low-Speed Aerodynamics, 2nd edn. Cambridge University Press, Cambridge, 2001.

[19] Whicker L F, Fehlner L F. Free-stream characteristics of a family of low-aspect-ratio, all-movable control surfaces for application to ship design. Report 933, David Taylor Model Basin, Washington, DC, 1958.

[20] Hsu S A, Meindl E A, Gilhousen D B. Determining the power-law wind-profile exponent under near-neutral stability conditions at sea. Journal of Applied Meteorology, 1994, 33(6): 757-765.

[21] Munk M M. The minimum induced drag of aerofoils. NACA Report 121, National Advisory Committee for Aeronautics, 1923.

[22] National Data Buoy Center. Continuous winds data, station 46002, 2016. NOAA, 2016. https://www.ndbc.noaa.gov/station_page.php?station=46002.

[23] Draxl C, Clifton A, Hodge B-M, et al. The Wind Integration National Dataset (WIND) Toolkit. Applied Energy, 2015, 151: 355-366.

[24] MHKiT-Software. MHKiT-Python: Marine and Hydrokinetic Toolkit. GitHub repository, 2026. https://github.com/MHKiT-Software/MHKiT-Python.

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Published

2026-04-18

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Research Article

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How to Cite

FuYong Zhou. Moment-Constrained Side-Force Allocation For Wind-Assisted Merchant Ships: Hydrodynamic Performance Of Retractable Anti-Leeway Fins And Flap Rudders. Innovation and Technology Studies. 2026, 3(1): 27-41. DOI: https://doi.org/10.61784/its4027.