Effects of Uncertain Parameters on the Dynamic Response of a Wind Turbine Gearbox
Producing reliable gear systems for wind turbines involves accounting for multiple uncertain parameters. To ensure operational vibrations remain controlled, it is essential to analyze the system’s sensitivity to these uncertainties. This study investigates the dynamic response of a two-stage wind turbine gear system, considering variations in many system variables. The goal is to evaluate the system’s reliability through bearing displacement analysis. A 12-DOF concentrated-parameter model is proposed to account for uncertainties in gear mass, damping, and the inertias of the pinion, gear, and input shaft. The dynamic response is examined using the Polynomial Chaos (PC) method across different orders and standard deviations, with results validated through the Monte Carlo (MC) method using 100,000 samples.
Authors
- Abdelghani Saouab (ORCID: https://orcid.org/0000-0003-2310-0787)
- Abdelkhalak El Hami (ORCID: https://orcid.org/0000-0001-8080-7952)
- Ahmed Guerine (ORCID: https://orcid.org/0000-0003-3079-8167)
- Bilel Karmi (ORCID: https://orcid.org/0009-0002-4556-9332)
- Slim Bouaziz (ORCID: https://orcid.org/0009-0002-4953-898X)
- Mohamed Haddar (ORCID: https://orcid.org/0000-0001-7501-654X)
Institutions
- Centre National de la Recherche Scientifique (FR)
- Université Le Havre Normandie (FR)
- University of Sfax (TN)
- Normandie Université (FR)
- Université de Rouen Normandie (FR)
- Université Savoie Mont Blanc (FR)
- Institut National des Sciences Appliquées Rouen Normandie (FR)
Publication Details
- Journal
- Machines
- Published
- 2026-06-30
- DOI
- https://doi.org/10.3390/machines14070740
- Primary Topic
- Gear and Bearing Dynamics Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00