[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 …

Using SCADA data for wind turbine condition monitoring–a review

J Tautz‐Weinert, SJ Watson - IET Renewable Power …, 2017 - Wiley Online Library
The ever increasing size of wind turbines and the move to build them offshore have
accelerated the need for optimised maintenance strategies in order to reduce operating …

Predictive digital twin for offshore wind farms

A Haghshenas, A Hasan, O Osen, ET Mikalsen - Energy Informatics, 2023 - Springer
As wind turbines continue to grow in size, they are increasingly being deployed offshore.
This causes operation and maintenance of wind turbines becoming more challenging …

Wind turbine condition monitoring based on SCADA data using normal behavior models. Part 1: System description

M Schlechtingen, IF Santos, S Achiche - Applied Soft Computing, 2013 - Elsevier
This paper proposes a system for wind turbine condition monitoring using Adaptive Neuro-
Fuzzy Interference Systems (ANFIS). For this purpose:(1) ANFIS normal behavior models for …

Health monitoring and safety evaluation of the offshore wind turbine structure: a review and discussion of future development

J Lian, O Cai, X Dong, Q Jiang, Y Zhao - Sustainability, 2019 - mdpi.com
With the depletion of fossil energy, offshore wind power has become an irreplaceable
energy source for most countries in the world. In recent years, offshore wind power …

A review: multiplicative faults and model-based condition monitoring strategies for fault diagnosis in rotary machines

P Kumar, R Tiwari - Journal of the Brazilian Society of Mechanical …, 2023 - Springer
In the present review article, the research findings in the field of investigating the vibrational
nature of the rotating machineries under the influence of multiplicative faults and their …

[HTML][HTML] Overview of normal behavior modeling approaches for SCADA-based wind turbine condition monitoring demonstrated on data from operational wind farms

X Chesterman, T Verstraeten, PJ Daems… - Wind Energy …, 2023 - wes.copernicus.org
Condition monitoring and failure prediction for wind turbines currently comprise a hot
research topic. This follows from the fact that investments in the wind energy sector have …

Combining SCADA and vibration data into a single anomaly detection model to predict wind turbine component failure

A Turnbull, J Carroll, A McDonald - Wind Energy, 2021 - Wiley Online Library
Reducing downtime through predictive or condition‐based maintenance is a promising
strategy to help reduce costs associated with wind farm operation and maintenance. To help …

Improvement of reliability and wind power generation based on wind turbine real-time condition assessment

Y Zhu, C Zhu, C Song, Y Li, X Chen, B Yong - International Journal of …, 2019 - Elsevier
To reduce the operation and maintenance (O&M) cost with optimized O&M strategy, this
paper proposes a fuzzy synthetic method for real-time condition assessment of wind turbine …

[HTML][HTML] Issues with data quality for wind turbine condition monitoring and reliability analyses

K Leahy, C Gallagher, P O'Donovan, DTJ O'Sullivan - Energies, 2019 - mdpi.com
In order to remain competitive, wind turbines must be reliable machines with efficient and
effective maintenance strategies. However, thus far, wind turbine reliability information has …