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Author

W.Y. Liu

Observed names: W. Y. Liu, Wenyi Liu
ORCID: 0000-0002-6036-2914
Observed ORCID: 0000-0002-6036-2914
OpenAlex ID: A5061444351
The structure healthy condition monitoring and fault diagnosis methods in wind turbines: A review
2015 · W.Y. Liu, B.P. Tang, et al. · Renewable and Sustainable Energy Reviews · 306
Condition monitoring of wind turbines based on spatio-temporal fusion of SCADA data by convolutional neural networks and gated recurrent units
2019 · Ziqian Kong, Baoping Tang, et al. · Renewable Energy · 269
A new wind turbine fault diagnosis method based on the local mean decomposition
2012 · W.Y. Liu, W.H. Zhang, et al. · Renewable Energy · 149
A review on wind turbine noise mechanism and de-noising techniques
2017 · W.Y. Liu · Renewable Energy · 129
A novel wind turbine fault diagnosis method based on intergral extension load mean decomposition multiscale entropy and least squares support vector machine
2017 · Q.W. Gao, W.Y. Liu, et al. · Renewable Energy · 92
Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks
2024 · Jianjun Wei, Yue Liu, et al. · International Conference on Machine Learning and Computer Application (ICMLCA) · 61
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A novel wind turbine bearing fault diagnosis method based on Integral Extension LMD
2015 · W.Y. Liu, Q.W. Gao, et al. · Measurement · 59
A novel wind turbine fault diagnosis method based on compressive sensing and lightweight SqueezeNet model
2024 · Tongming Jian, Jianbin Cao, et al. · Expert Systems with Applications · 51
The vibration analysis of wind turbine blade–cabin–tower coupling system
2013 · W.Y. Liu · Engineering Structures · 42
A novel wind turbine health condition monitoring method based on composite variational mode entropy and weighted distribution adaptation
2020 · He Ren, Wenyi Liu, et al. · Renewable Energy · 36
A novel fault diagnosis method of wind turbine bearings based on compressed sensing and AlexNet
2022 · Heng Gu, Wenyi Liu, et al. · Measurement Science and Technology · 29
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A novel ball bearing fault diagnosis approach based on auto term window method
2013 · W.Y. Liu, J.G. Han, et al. · Measurement · 26
A novel wind turbine fault diagnosis based on deep transfer learning of improved residual network and multi-target data
2022 · Yan Zhang, Wenyi Liu, et al. · Measurement Science and Technology · 25
The optimal Mexican hat wavelet filter de-noising method based on cross-validation method
2012 · W.Y. Liu, J.G. Han · Neurocomputing · 20
Intelligent fault diagnosis of wind turbines using multi-dimensional kernel domain spectrum technique
2018 · Wenyi Liu · Measurement · 19
Densely connected semi-Bayesian network for machinery fault diagnosis with non-ideal data
2023 · Wenyi Liu, Jianbo Yu · Mechanical Systems and Signal Processing · 17
Rolling Element Bearing Fault Recognition Approach Based on Fuzzy Clustering Bispectrum Estimation
2013 · W.Y. Liu, J.G. Han · Shock and Vibration · 14
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Experiment and performance analysis of the Northwind 100 wind turbine in CASE
2013 · W.Y. Liu, J.G. Han, et al. · Energy and Buildings · 12
A novel wind turbine health condition monitoring method based on common features distribution adaptation
2020 · Wenyi Liu, He Ren · International Journal of Energy Research · 11
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A novel wind turbine weak feature extraction method based on Cross Genetic Algorithm optimal MHW
2017 · He Ren, Wenyi Liu, et al. · Measurement · 10
Anovel fault diagnosis method for rolling bearing based on SGMD and improved CNN-LSTM
2025 · Guohui Xu, Jianbin Cao, et al. · Engineering Research Express · 9
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A new Chinese character recognition approach based on the fuzzy clustering analysis
2013 · W. Y. Liu, J. L. Jiang · Neural Computing and Applications · 8
A fuzzy clustering-based binary threshold bispectrum estimation approach
2012 · W. Y. Liu, J. G. Han · Neural Computing and Applications · 7
A novel wind turbine fault diagnosis model based on pre-trained YOLOv8 deep transfer learning
2025 · George Parsons, Wenyi Liu, et al. · Engineering Research Express · 6
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Auto term window method and its parameter selection
2013 · W.Y. Liu · Measurement · 5
Works count: 42
Citation count: 1,436
H-index: 16
I10-index: 20
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