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...

Mô tả đầy đủ

Chi tiết về thư mục
Những tác giả chính:	Aijun Hu, Ling Xiang, Lijia Zhu
Định dạng:	Bài viết
Ngôn ngữ:	English
Được phát hành:	Wiley 2020-02-01
Loạt:	Wind Energy
Những chủ đề:	bearing condition monitoring fault detection indicator wind turbine
Truy cập trực tuyến:	https://doi.org/10.1002/we.2423

Những quyển sách tương tự

Wind turbine gearbox multi-scale condition monitoring through operational data
Bằng: Castellani Francesco, et al.
Được phát hành: (2024-01-01)

Condition Monitoring and Fault Diagnosis of Wind Turbine: A Systematic Literature Review
Bằng: Musavir Hussain, et al.
Được phát hành: (2024-01-01)

Thermal modelling of a small wind turbine gearbox for condition monitoring
Bằng: Becky Corley, et al.
Được phát hành: (2019-06-01)

Dictionary Learning Approach to Monitoring of Wind Turbine Drivetrain Bearings
Bằng: Sergio Martin-del-Campo, et al.
Được phát hành: (2020-11-01)

Operational-Condition-Independent Criteria Dedicated to Monitoring Wind Turbine Generators
Bằng: Richard Court, et al.
Được phát hành: (2013-01-01)

Fault detection of a wind turbine generator bearing using interpretable machine learning
Bằng: Oliver Trygve Bindingsbø, et al.
Được phát hành: (2023-12-01)

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

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

On Cointegration Analysis for Condition Monitoring and Fault Detection of Wind Turbines Using SCADA Data
Bằng: Phong B. Dao
Được phát hành: (2023-03-01)

Fault Detection and Condition Monitoring of PMSGs in Offshore Wind Turbines
Bằng: Nuno M. A. Freire, et al.
Được phát hành: (2021-10-01)

Indicative Fault Diagnosis of Wind Turbine Generator Bearings Using Tower Sound and Vibration
Bằng: Ehsan Mollasalehi, et al.
Được phát hành: (2017-11-01)

An Application of Instantaneous Spectral Entropy for the Condition Monitoring of Wind Turbines
Bằng: Marco Civera, et al.
Được phát hành: (2022-01-01)

Study on Condition Monitoring of Pitch Bearings Based on Stress Measurement
Bằng: Zian Wu, et al.
Được phát hành: (2024-02-01)

Using SCADA Data for Wind Turbine Condition Monitoring: A Systematic Literature Review
Bằng: Jorge Maldonado-Correa, et al.
Được phát hành: (2020-06-01)

Methods for Advanced Wind Turbine Condition Monitoring and Early Diagnosis: A Literature Review
Bằng: Md Liton Hossain, et al.
Được phát hành: (2018-05-01)

Condition Monitoring of Wind Turbine Gearbox Bearing Based on Deep Learning Model
Bằng: Jian Fu, et al.
Được phát hành: (2019-01-01)

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

Privacy-Preserving Fleet-Wide Learning of Wind Turbine Conditions with Federated Learning
Bằng: Lorin Jenkel, et al.
Được phát hành: (2023-09-01)

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

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

Recent advancements in condition monitoring systems for wind turbines: A review
Bằng: Clifford Choe Wei Chang, et al.
Được phát hành: (2023-10-01)

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

Multi-Scale Wind Turbine Bearings Supervision Techniques Using Industrial SCADA and Vibration Data
Bằng: Francesco Natili, et al.
Được phát hành: (2021-07-01)

A CUSUM-Based Approach for Condition Monitoring and Fault Diagnosis of Wind Turbines
Bằng: Phong B. Dao
Được phát hành: (2021-06-01)

Wind Turbine Condition Monitoring Strategy through Multiway PCA and Multivariate Inference
Bằng: Francesc Pozo, et al.
Được phát hành: (2018-03-01)

Condition Monitoring of Wind Turbine Main Bearing Based on Multivariate Time Series Forecasting
Bằng: Xiaocong Xiao, et al.
Được phát hành: (2022-03-01)

Real-Time Monitoring of Wind Turbine Bearing Using Simple Neural Network on Raspberry Pi
Bằng: Tianhao Wang, et al.
Được phát hành: (2024-04-01)

Bearings faults and limits in wind turbine generators
Bằng: Ricardo Manuel Arias Velásquez
Được phát hành: (2024-03-01)

A Probabilistic Bayesian Parallel Deep Learning Framework for Wind Turbine Bearing Fault Diagnosis
Bằng: Liang Meng, et al.
Được phát hành: (2022-10-01)

A Review on Condition Monitoring of Wind Turbines Using Machine Learning Techniques
Bằng: Muralidharan P., et al.
Được phát hành: (2024-01-01)

Condition Monitoring of Wind Turbine Blades Using Active and Passive Thermography
Bằng: Hadi Sanati, et al.
Được phát hành: (2018-10-01)

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

Fault Diagnosis of Wind Turbine Bearings Based on CEEMDAN-GWO-KELM
Bằng: Liping Liu, et al.
Được phát hành: (2022-12-01)

Condition Monitoring Using Digital Fault-Detection Approach for Pitch System in Wind Turbines
Bằng: Abdelmoumen Saci, et al.
Được phát hành: (2024-08-01)

Optimal Temperature-Based Condition Monitoring System for Wind Turbines
Bằng: Payam Teimourzadeh Baboli, et al.
Được phát hành: (2021-03-01)

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

Condition Monitoring of Wind Turbine Systems by Explainable Artificial Intelligence Techniques
Bằng: Davide Astolfi, et al.
Được phát hành: (2023-06-01)

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

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

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