[HTML][HTML] Faulty diagnostics model for wind power plant application using AI

P Sudhakar, NK Kamble, K Geetha, AV Turukmane… - Measurement …, 2023 - Elsevier
Researchers desperately ought to build an efficient turbine problem detection & simulation
environment given the quick increase in wind energy capacity and the steadily rising …

[HTML][HTML] Effectiveness of evolutionary-tuned neurofuzzy inference system in predicting wind turbine gearbox oil temperature

PA Adedeji, OO Olatunji, N Madushele… - Materials Today …, 2023 - Elsevier
Monitoring the gearbox oil temperature of wind turbines has been one of the most effective
ways of increasing their reliability, and reducing maintenance and operational costs. The …

Challenges on prognostics and health management for wind turbine components

J Cuesta, U Leturiondo, Y Vidal… - Journal of Physics …, 2024 - iopscience.iop.org
This paper explores the applicability of prognostics and health management (PHM) for wind
turbines (WTs), presenting the PHM approach along with challenges and opportunities in …

Application of acoustic digital twin model for fault monitoring of heavy duty gearbox

C Lin, J Zhang, L Xu, H Peng - 2023 14th International …, 2023 - ieeexplore.ieee.org
Heavy duty gearbox's operating characteristic frequency is low. At present, various methods
used to monitor the operation condition and analyze faults have their own traits and …

Dynamic Modelling of Maximum Stress in a Faulty Wind Turbine Sun Gear: An FEM Approach

OI Owolabi, N Madushele, PA Adedeji… - … Conference on Power …, 2023 - ieeexplore.ieee.org
Wind turbine gearbox is the most critical subsystem which determines the reliability of the
wind turbine. This is due to their high failure rates and long downtime per failure. Therefore …

Time-Varying Meshing Stiffness Investigation of Faulty Wind Turbine Sun Gear Under Dynamic Conditions

OI Owolabi, N Madushele, PA Adedeji… - … Conference on Power …, 2023 - ieeexplore.ieee.org
The increasing financial implications of gearbox failures for wind turbines have necessitated
a need for proactive measures to abate downtimes of the system. The sun gear of this …

[PDF][PDF] Failure Investigation of Wind Turbine Gearbox: An Intelligent-finite Element Method Approach

OI Owolabi - 2022 - ujcontent.uj.ac.za
The utilization of wind resources for the generation of electricity has expanded as a result of
the growing efforts to reduce carbon footprints through the global transition into renewable …