An engineering condition indicator for condition monitoring of wind turbine bearings

An engineering condition indicator for condition monitoring of wind turbine bearings

Abstract Condition monitoring (CM) of wind turbine becomes significantly important part of wind farms in order to cut down operation and maintenance costs. The large amount of CM system vibration data collected from wind turbines are posing challenges to operators in signal processing. It is crucial...

ver descrição completa

Detalhes bibliográficos
Principais autores:	Aijun Hu, Ling Xiang, Lijia Zhu
Formato:	Artigo
Idioma:	English
Publicado em:	Wiley 2020-02-01
coleção:	Wind Energy
Assuntos:	bearing condition monitoring fault detection indicator wind turbine
Acesso em linha:	https://doi.org/10.1002/we.2423

Registros relacionados

Wind turbine gearbox multi-scale condition monitoring through operational data
por: Castellani Francesco, et al.
Publicado em: (2024-01-01)

Condition Monitoring and Fault Diagnosis of Wind Turbine: A Systematic Literature Review
por: Musavir Hussain, et al.
Publicado em: (2024-01-01)

Thermal modelling of a small wind turbine gearbox for condition monitoring
por: Becky Corley, et al.
Publicado em: (2019-06-01)

Dictionary Learning Approach to Monitoring of Wind Turbine Drivetrain Bearings
por: Sergio Martin-del-Campo, et al.
Publicado em: (2020-11-01)

Operational-Condition-Independent Criteria Dedicated to Monitoring Wind Turbine Generators
por: Richard Court, et al.
Publicado em: (2013-01-01)

Fault detection of a wind turbine generator bearing using interpretable machine learning
por: Oliver Trygve Bindingsbø, et al.
Publicado em: (2023-12-01)

Condition Assessment and Analysis of Bearing of Doubly Fed Wind Turbines Using Machine Learning Technique
por: Aiman Abbas Mahar, et al.
Publicado em: (2023-03-01)

A Normal Behavior-Based Condition Monitoring Method for Wind Turbine Main Bearing Using Dual Attention Mechanism and Bi-LSTM
por: Xiaocong Xiao, et al.
Publicado em: (2022-11-01)

On Cointegration Analysis for Condition Monitoring and Fault Detection of Wind Turbines Using SCADA Data
por: Phong B. Dao
Publicado em: (2023-03-01)

Fault Detection and Condition Monitoring of PMSGs in Offshore Wind Turbines
por: Nuno M. A. Freire, et al.
Publicado em: (2021-10-01)

Indicative Fault Diagnosis of Wind Turbine Generator Bearings Using Tower Sound and Vibration
por: Ehsan Mollasalehi, et al.
Publicado em: (2017-11-01)

An Application of Instantaneous Spectral Entropy for the Condition Monitoring of Wind Turbines
por: Marco Civera, et al.
Publicado em: (2022-01-01)

Study on Condition Monitoring of Pitch Bearings Based on Stress Measurement
por: Zian Wu, et al.
Publicado em: (2024-02-01)

Using SCADA Data for Wind Turbine Condition Monitoring: A Systematic Literature Review
por: Jorge Maldonado-Correa, et al.
Publicado em: (2020-06-01)

Methods for Advanced Wind Turbine Condition Monitoring and Early Diagnosis: A Literature Review
por: Md Liton Hossain, et al.
Publicado em: (2018-05-01)

Condition Monitoring of Wind Turbine Gearbox Bearing Based on Deep Learning Model
por: Jian Fu, et al.
Publicado em: (2019-01-01)

A Survey of Condition Monitoring and Fault Diagnosis toward Integrated O&M for Wind Turbines
por: Pinjia Zhang, et al.
Publicado em: (2019-07-01)

Privacy-Preserving Fleet-Wide Learning of Wind Turbine Conditions with Federated Learning
por: Lorin Jenkel, et al.
Publicado em: (2023-09-01)

Discussion on the Suitability of SCADA-Based Condition Monitoring for Wind Turbine Fault Diagnosis through Temperature Data Analysis
por: Alessandro Murgia, et al.
Publicado em: (2023-01-01)

Effects of Wind Conditions on Wind Turbine Temperature Monitoring and Solution Based on Wind Condition Clustering and IGA-ELM
por: Zhengnan Hou, et al.
Publicado em: (2022-02-01)

Recent advancements in condition monitoring systems for wind turbines: A review
por: Clifford Choe Wei Chang, et al.
Publicado em: (2023-10-01)

A Context-Aware Oil Debris-Based Health Indicator for Wind Turbine Gearbox Condition Monitoring
por: Kerman López de Calle, et al.
Publicado em: (2019-09-01)

Multi-Scale Wind Turbine Bearings Supervision Techniques Using Industrial SCADA and Vibration Data
por: Francesco Natili, et al.
Publicado em: (2021-07-01)

A CUSUM-Based Approach for Condition Monitoring and Fault Diagnosis of Wind Turbines
por: Phong B. Dao
Publicado em: (2021-06-01)

Wind Turbine Condition Monitoring Strategy through Multiway PCA and Multivariate Inference
por: Francesc Pozo, et al.
Publicado em: (2018-03-01)

Condition Monitoring of Wind Turbine Main Bearing Based on Multivariate Time Series Forecasting
por: Xiaocong Xiao, et al.
Publicado em: (2022-03-01)

Real-Time Monitoring of Wind Turbine Bearing Using Simple Neural Network on Raspberry Pi
por: Tianhao Wang, et al.
Publicado em: (2024-04-01)

Bearings faults and limits in wind turbine generators
por: Ricardo Manuel Arias Velásquez
Publicado em: (2024-03-01)

A Probabilistic Bayesian Parallel Deep Learning Framework for Wind Turbine Bearing Fault Diagnosis
por: Liang Meng, et al.
Publicado em: (2022-10-01)

A Review on Condition Monitoring of Wind Turbines Using Machine Learning Techniques
por: Muralidharan P., et al.
Publicado em: (2024-01-01)

Condition Monitoring of Wind Turbine Blades Using Active and Passive Thermography
por: Hadi Sanati, et al.
Publicado em: (2018-10-01)

Condition Monitoring for the Roller Bearings of Wind Turbines under Variable Working Conditions Based on the Fisher Score and Permutation Entropy
por: Lei Fu, et al.
Publicado em: (2019-08-01)

Fault Diagnosis of Wind Turbine Bearings Based on CEEMDAN-GWO-KELM
por: Liping Liu, et al.
Publicado em: (2022-12-01)

Condition Monitoring Using Digital Fault-Detection Approach for Pitch System in Wind Turbines
por: Abdelmoumen Saci, et al.
Publicado em: (2024-08-01)

Optimal Temperature-Based Condition Monitoring System for Wind Turbines
por: Payam Teimourzadeh Baboli, et al.
Publicado em: (2021-03-01)

Assessment of Early Stopping through Statistical Health Prognostic Models for Empirical RUL Estimation in Wind Turbine Main Bearing Failure Monitoring
por: Jürgen Herp, et al.
Publicado em: (2019-12-01)

Condition Monitoring of Wind Turbine Systems by Explainable Artificial Intelligence Techniques
por: Davide Astolfi, et al.
Publicado em: (2023-06-01)

Advances in Fault Condition Monitoring for Solar Photovoltaic and Wind Turbine Energy Generation: A Review
por: Arturo Y. Jaen-Cuellar, et al.
Publicado em: (2022-07-01)

Multi‐component condition monitoring method for wind turbine gearbox based on adaptive noise reduction
por: Yang Chen, et al.
Publicado em: (2023-07-01)

Condition Monitoring for Roller Bearings of Wind Turbines Based on Health Evaluation under Variable Operating States
por: Lei Fu, et al.
Publicado em: (2017-10-01)