[HTML][HTML] Wind turbine drivetrains: state-of-the-art technologies and future development trends

AR Nejad, J Keller, Y Guo, S Sheng… - Wind Energy …, 2022 - wes.copernicus.org
This paper presents the state-of-the-art technologies and development trends of wind
turbine drivetrains–the system that converts kinetic energy of the wind to electrical energy–in …

Vibration analysis for fault detection of wind turbine drivetrains—a comprehensive investigation

W Teng, X Ding, S Tang, J Xu, B Shi, Y Liu - Sensors, 2021 - mdpi.com
Vibration analysis is an effective tool for the condition monitoring and fault diagnosis of wind
turbine drivetrains. It enables the defect location of mechanical subassemblies and health …

A novel health indicator for intelligent prediction of rolling bearing remaining useful life based on unsupervised learning model

Z Xu, M Bashir, Q Liu, Z Miao, X Wang, J Wang… - Computers & Industrial …, 2023 - Elsevier
Construction of an intelligent Health Indicator (HI) that can accurately describe the
degradation process is a prerequisite to accelerating the development of an automatic …

Fault detection and diagnosis of a blade pitch system in a floating wind turbine based on Kalman filters and artificial neural networks

S Cho, M Choi, Z Gao, T Moan - Renewable Energy, 2021 - Elsevier
This paper describes the development of a fault detection and diagnosis method to
automatically identify different fault conditions of a hydraulic blade pitch system in a spar …

Generator bearing fault diagnosis for wind turbine via empirical wavelet transform using measured vibration signals

J Chen, J Pan, Z Li, Y Zi, X Chen - Renewable Energy, 2016 - Elsevier
The implementation of condition monitoring and fault diagnosis system (CMFDS) on wind
turbine is significant to lower the unscheduled breakdown. Generator is one of the most …

A survey of modeling for prognosis and health management of industrial equipment

YA Yucesan, A Dourado, FAC Viana - Advanced Engineering Informatics, 2021 - Elsevier
Prognosis and health management plays an important role in the control of costs associated
with operating large industrial equipment, such as wind turbines and aircraft. It is only fair …

[HTML][HTML] Analysing RMS and peak values of vibration signals for condition monitoring of wind turbine gearboxes

J Igba, K Alemzadeh, C Durugbo, ET Eiriksson - Renewable Energy, 2016 - Elsevier
Wind turbines (WTs) are designed to operate under extreme environmental conditions. This
means that extreme and varying loads experienced by WT components need to be …

[HTML][HTML] A review of predictive and prescriptive offshore wind farm operation and maintenance

H Fox, AC Pillai, D Friedrich, M Collu, T Dawood… - Energies, 2022 - mdpi.com
Offshore wind farms are a rapidly develo** source of clean, low-carbon energy and as
they continue to grow in scale and capacity, so does the requirement for their efficient and …

A review of predictive techniques used to support decision making for maintenance operations of wind turbines

RK Pandit, D Astolfi, I Durazo Cardenas - Energies, 2023 - mdpi.com
The analysis of reliable studies helps to identify the credibility, scope, and limitations of
various techniques for condition monitoring of a wind turbine (WT) system's design and …

[HTML][HTML] Risk-based maintenance strategy selection for wind turbine composite blades

JC Lopez, A Kolios - Energy Reports, 2022 - Elsevier
Blades are one of the most important components, in terms of capital and operational costs,
of wind turbines. In contrast with some other elements of the turbine, the knowledge …