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[HTML][HTML] Wind turbine drivetrains: state-of-the-art technologies and future development trends
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 …
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 …
accelerated the need for optimised maintenance strategies in order to reduce operating …
Predictive digital twin for offshore wind farms
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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
effective maintenance strategies. However, thus far, wind turbine reliability information has …