BluSkyi·Engineering Insight Article

Wind-Assisted Propulsion · Shipboard LiDAR · Marine Turbulence

Real Ocean Winds Undercut the Design Assumptions Behind Wind-Assisted Ship Propulsion

Shipboard lidar measurements across four North Atlantic crossings show that textbook wind profiles and near-Gaussian turbulence misrepresent the air that sails on an ocean-going tanker actually meet.

Article image coming soon
Source Journal
Ocean Engineering
Lead Institution
Norwegian University of Science and Technology
Published
21 September 2026
Discipline
Marine
Focus Area
Ship & Offshore Engineering
Research Type
Applied
Licence
CC BY 4.0
Authors
Bölsterli et al.

The Bottom Line

Wind-assisted propulsion is designed and tested against idealised wind. Two lidars on a chemical tanker show the real apparent wind is reshaped by hull, superstructure and the sails themselves, rarely follows the standard 1/7 or 1/9 power-law profiles, and carries strong fluctuations far more often than Gaussian models allow. For sail suppliers, ship operators and rule-makers, the inflow assumptions used in design, simulation and operation need revisiting, and the authors have released reference time series to do it.

Key Findings · At a Glance

  • Commonly used power-law exponents of 1/7 or 1/9 may not represent the flow actually reaching the vessel and its sails.
  • Winds from the side, the most useful for sails, occurred roughly 69% of the time across the four crossings.
  • Starboard inflow gave fuller profiles than port, linked to flow acceleration at the railing where the lidar sat.
  • Gusts typically lasted about 10 s, were roughly symmetric and rarely exceeded a gust factor of 1.5.
  • Heavy-tailed velocity statistics persisted up to scales of about 15 km, far beyond typical laboratory turbulence.
  • The spectrum followed f−1 scaling over almost two decades, implying friction Reynolds numbers of order 107.
  • Ten representative 1 Hz time series have been released publicly in apparent and true wind form.

Opportunity

Wind is returning to commercial shipping as a way to cut fuel burn, most often through retrofitted rotor, suction, wing or kite sails. The authors note that most current installations are designed for fuel savings of 5% to 20%. Where a vessel lands in that range depends on the wind its sails actually see, the quantity measured least.

Data at the heights that matter, the lowest 100 m above the sea, exist mainly near coasts. On the open ocean, measurements are scarce, and time-resolved measurements scarcer still. Yet they are what is needed to predict savings, design against gust loads and build sail control systems.

The team, led from the Norwegian University of Science and Technology with Fugro Norway and SINTEF Energy Research, mounted two upward-facing continuous-wave lidars on the bow of the 182.8 m chemical tanker Bow Olympus during four trans-Atlantic crossings. The first two voyages ran in the ship's original configuration; for the last two, four 22 m suction sails were installed in pairs on deck. One lidar profiled the apparent wind from 10 m to 100 m above deck; the second sampled continuously at 22 m, roughly sail height, at about 1 Hz.

Why Wind Propulsion Has Not Yet Delivered

The paper points to a confidence problem rather than a hardware one. The authors report that wind has slipped in an industry ranking of viable propulsion options, with a lack of regulatory clarity cited as one reason, including how wind should be specified as a boundary condition. Guidance currently in circulation suggests power-law profiles with exponents of 1/9 or 1/7, but the bodies issuing such guidance need reliable data at relevant heights to go further. Without it, performance predictions and load cases rest on assumptions unchecked at sea.

Results

Mean flow and placement

The profiles confirm there is no single design profile. In the authors' words, "a single mean wind profile is unlikely to be universally applicable". The 1/7 profile clearly disagreed with the measurements except for winds from astern, where the lidar sat in the superstructure wake and the authors judge the agreement a coincidence. A much flatter profile, with an exponent of 0.035 taken from earlier open-Atlantic work, matched better. Hull, superstructure and neighbouring sails strongly modified the apparent wind, and the sails appear to alter the upstream flow. Inflow from starboard produced fuller profiles than port, which the authors attribute to leading-edge acceleration over the railing where the lidar was mounted. A simple energy ratio over the sail height showed higher usability for starboard winds in the key 30 to 60 degree sector, and hull interaction proved beneficial for winds up to about 70 or even 90 degrees.

Operating envelope

The tanker met mainly headwinds on every crossing, whatever its heading. Side winds between roughly 30 and 150 degrees on either side, the conditions in which sails contribute most, occurred about 69% of the time, while stern winds were relatively rare. With the sails in continuous use, measured main-engine fuel consumption fell by up to 20% at the same average speed, a figure that accounts for the power drawn by the suction sails.

Gusts and turbulence

Gusts lasted around 10 s, almost never beyond 30 s, with a mean gust factor of 1.2, rarely exceeding 1.5; tailwind gusts centred higher, at about 1.35. Most gusts were of the order of 100 m in length. Compared with grid turbulence in a wind tunnel, the ocean data showed heavy-tailed distributions persisting up to about 15 km, with two distinct regimes: one below roughly 10 s or 100 m, and one above 1000 s or 10 km. Between them, the energy spectrum followed the f−1 scaling predicted by the attached-eddy model across almost two decades, which the authors describe as among the longest such ranges reported, pointing to a friction Reynolds number of order 107. Their conclusion is blunt: in current inflow models, "strong fluctuations are significantly underrepresented".

The Practical Applications

Sail and rotor suppliers

Structural load cases and fatigue assessments that assume near-Gaussian fluctuations are likely to understate the frequency of strong events. The measured gust durations and scales give a concrete basis for sizing and for deciding which gusts are long enough for active control to respond to.

Ship owners and operators

Performance depends critically on where sails sit relative to the hull, superstructure and each other. The data suggest sails nearer the windward edge outperform those farther inboard, and that mounting closer to railings could pay off in symmetrical layouts.

Naval architects and simulation teams

Wind-tunnel tests and simulations that impose a 1/7 or 1/9 profile and idealised turbulence may misjudge both energy yield and control demands. The released time series, grouped as steady, velocity-event and direction-event cases, offer a shared inflow for benchmarking.

Classification and rule-making bodies

Guidance on wind boundary conditions has lacked measured open-ocean data at vessel height. This dataset is explicitly offered as a reference for potential regulatory frameworks.

Assessment

The authors are candid about scope. The campaign covered only four crossings over a short period relative to seasonal variability, so broader measurements across seasons and atmospheric conditions are needed before the findings can be generalised. The limited vertical resolution made fitting boundary-layer profiles uncertain, lidar turbulence estimates are inherently less accurate than mean-speed estimates, and the flow around the hull affects the readings. The mechanics of the acceleration zones, and how the sails alter turbulence upstream, remain to be investigated.

Readers should also weigh the evidence behind the headline savings. The up-to-20% fuel figure comes from one vessel with one sail type used continuously, and the reported stabilising effect of the sails rests only on the crew's subjective observations. The port-starboard contrast may partly reflect the single asymmetric lidar position. Still, the core message is consistent with earlier open-Atlantic measurements – the inflow used in design, simulation and regulation of wind-assisted ships deserves reconsideration, and there is now an open dataset against which to test it.

About the Research

Conducted by Rafael Bölsterli and colleagues at the Norwegian University of Science and Technology, with researchers from Fugro Norway and SINTEF Energy Research. Published open access in Ocean Engineering under a Creative Commons Attribution 4.0 licence.

Citation

Bölsterli, R., Kelberlau, F., Jooss, Y., Bracchi, T. K., & Hearst, R. J. (2026). Wind and turbulence conditions encountered by vessels and wind-assisted propulsion systems at sea. Ocean Engineering, 368, 128005.