Quantifying the Windage Power Losses of a Helical Gear Through Integrated Experimental, Analytical and Numerical Approaches

Windage power losses (WPLs) can take a noticeable toll on the efficiency of high-speed gear transmissions, especially in helical gears, where complex 3D airflow patterns increase aerodynamic drag. In this work, we measured the WPL of a helical gear using a combination of analytical models, experiments, and CFD simulations. A custom test rig recorded windage losses at four speeds—2000, 3000, 4000, and 5000 rpm—producing values between 1.33 W and 21.67 W. We then compared these results with predictions from commonly used analytical methods (Dawson, Lord, ISO/TR 13593, ANSI/AGMA 6011-I03). These models showed discrepancies of about 25–35%, largely because they were not developed with helical gear geometries in mind. To complement this, CFD simulations carried out in SolidWorks Flow Simulation closely matched the experimental data, with an average deviation of just 4.99%. The combined results highlight the dominant mechanisms contributing to windage losses, assess the accuracy and limitations of each method, and identify the operating regimes where discrepancies are most pronounced. The findings offer a validated framework for predicting windage losses in industrial helical gears and support the development of more efficient gearbox designs.

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Publication Details

Journal
Machines
Published
2026-04-21
DOI
https://doi.org/10.3390/machines14040459
Primary Topic
Gear and Bearing Dynamics Analysis
Type
article
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article

Quantifying the Windage Power Losses of a Helical Gear Through Integrated Experimental, Analytical and Numerical Approaches

Cristina Nine, Zoltán-Iosif Korka, Dorian Nedelcu, Attila Geröcs et al.
Machines
Gear and Bearing Dynamics Analysis
article

Quantifying the Windage Power Losses of a Helical Gear Through Integrated Experimental, Analytical and Numerical Approaches

Cristina Nine, Zoltán-Iosif Korka, Dorian Nedelcu, Attila Geröcs, Tiberiu-Daniel Pau, Elena Wisznovszky
article en

Abstract

Windage power losses (WPLs) can take a noticeable toll on the efficiency of high-speed gear transmissions, especially in helical gears, where complex 3D airflow patterns increase aerodynamic drag. In this work, we measured the WPL of a helical gear using a combination of analytical models, experiments, and CFD simulations. A custom test rig recorded windage losses at four speeds—2000, 3000, 4000, and 5000 rpm—producing values between 1.33 W and 21.67 W. We then compared these results with predictions from commonly used analytical methods (Dawson, Lord, ISO/TR 13593, ANSI/AGMA 6011-I03). These models showed discrepancies of about 25–35%, largely because they were not developed with helical gear geometries in mind. To complement this, CFD simulations carried out in SolidWorks Flow Simulation closely matched the experimental data, with an average deviation of just 4.99%. The combined results highlight the dominant mechanisms contributing to windage losses, assess the accuracy and limitations of each method, and identify the operating regimes where discrepancies are most pronounced. The findings offer a validated framework for predicting windage losses in industrial helical gears and support the development of more efficient gearbox designs.

MachinesVol. 14(4)
University of Szeged (HU), Babeș-Bolyai University (RO), Aurel Vlaicu University of Arad (RO)
Affordable and clean energy
Openalex Percentile: Top 18%
Gear and Bearing Dynamics Analysis
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Quantifying the Windage Power Losses of a Helical Gear Through Integrated Experimental, Analytical and Numerical Approaches — Cristina Nine, Zoltán-Iosif Korka, et al. · Machines (2026) | TGRS Research Map | TGRS