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Collaborative monitoring of wind turbine performance based on probabilistic power curve comparison Journal article
Li, Yanting, Wang, Peng, Wu, Zhenyu, Su, Yan. Collaborative monitoring of wind turbine performance based on probabilistic power curve comparison[J]. Renewable Energy, 2024, 231, 120919.
Authors:  Li, Yanting;  Wang, Peng;  Wu, Zhenyu;  Su, Yan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:9.0/8.1 | Submit date：2024/08/05
Collaborative Monitoring  Directional Hotelling T2control Chart  Probabilistic Power Curve  Wind Turbine Performance  
Adaptive short-term wind power forecasting with concept drifts Journal article
Li, Yanting, Wu, Zhenyu, Su, Yan. Adaptive short-term wind power forecasting with concept drifts[J]. Renewable Energy, 2023, 217, 119146.
Authors:  Li, Yanting;  Wu, Zhenyu;  Su, Yan
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:9.0/8.1 | Submit date：2023/09/21
Adaptive Prediction  Concept Drift  Feature Extraction  Numerical Weather Prediction  Wind Power Forecasting  Wind Turbine  
Joint Diagnosis of High-dimensional Process Mean and Covariance Matrix based on Bayesian Model Selection Journal article
Feng Xu, Lianjie Shu, Yanting Li, Binhui Wang. Joint Diagnosis of High-dimensional Process Mean and Covariance Matrix based on Bayesian Model Selection[J]. TECHNOMETRICS, 2023, 65(4), 465-479.
Authors:  Feng Xu;  Lianjie Shu;  Yanting Li;  Binhui Wang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.3/2.9 | Submit date：2023/08/15
Bayesian Model Selection  Fault Isolation  High-dimensional  Nonlocal Density  
A phase I change-point method for high-dimensional process with sparse mean shifts Journal article
Huang, Wenpo, Shu, Lianjie, Li, Yanting, Wang, Luyao. A phase I change-point method for high-dimensional process with sparse mean shifts[J]. Naval Research Logistics, 2023, 70(3), 261-273.
Authors:  Huang, Wenpo;  Shu, Lianjie;  Li, Yanting;  Wang, Luyao
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:1.9/2.1 | Submit date：2023/01/05
Monitoring Scheme  Multivariate Statistical Process Control  Nonparametric Tests  Two-sample Tests  
A new hybrid model for power forecasting of a wind farm using spatial–temporal correlations Journal article
Songkang Wen, Yanting Li, Yan Su. A new hybrid model for power forecasting of a wind farm using spatial–temporal correlations[J]. Renewable Energy, 2022, 198, 155-168.
Authors:  Songkang Wen;  Yanting Li;  Yan Su
Favorite | TC[WOS]:15 TC[Scopus]:15  IF:9.0/8.1 | Submit date：2022/11/07
Local Pattern  Wind Propagation  Adaptively Clustering  Support Vector Regression  
A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network Journal article
Zhang, Guangyao, Li, Yanting, Jiang, Wenbo, Shu, Lianjie. A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network[J]. Neurocomputing, 2022, 481, 133-153.
Authors:  Zhang, Guangyao;  Li, Yanting;  Jiang, Wenbo;  Shu, Lianjie
Favorite | TC[WOS]:27 TC[Scopus]:31  IF:5.5/5.5 | Submit date：2022/05/04
Domain Adaptation  Fault Diagnosis  Lstm  Mmd  Scada  Transfer Learning  Wind Turbine  
Phase I analysis of high-dimensional covariance matrices based on sparse leading eigenvalues Journal article
Fan, Jinyu, Shu, Lianjie, Yang, Aijun, Li, Yanting. Phase I analysis of high-dimensional covariance matrices based on sparse leading eigenvalues[J]. Journal of Quality Technology, 2021, 53(4), 333-346.
Authors:  Fan, Jinyu;  Shu, Lianjie;  Yang, Aijun;  Li, Yanting
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:2.6/3.2 | Submit date：2022/05/13
Statistical Process Control  Two-sample Tests  Eigenvalues Control Chart  
Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data Journal article
Li, Yanting, Jiang, Wenbo, Zhang, Guangyao, Shu, Lianjie. Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data[J]. Renewable Energy, 2021, 171, 103-115.
Authors:  Li, Yanting;  Jiang, Wenbo;  Zhang, Guangyao;  Shu, Lianjie
Favorite | TC[WOS]:89 TC[Scopus]:104  IF:9.0/8.1 | Submit date：2021/12/08
Convolutional Autoencoder  Fault Diagnosis  Small-scale Data  Transfer Learning  Wind Turbine  
2D partial unwinding - A Novel non-linear phase decomposition of images Journal article
Li, Yanting, Zhang, Liming, Qian, Tao. 2D partial unwinding - A Novel non-linear phase decomposition of images[J]. IEEE Transactions on Image Processing, 2019, 28(10), 4762-4773.
Authors:  Li, Yanting;  Zhang, Liming;  Qian, Tao
Favorite | TC[WOS]:24 TC[Scopus]:28  IF:10.8/12.1 | Submit date：2022/05/17
Adaptive Fourier Decomposition  Fourier Transform  Greedy Algorithm  Hardy Space  Nevanlinna Factorization  Unwinding Blaschke Decomposition  
A novel 2D partial unwinding adaptive Fourier decomposition method with application to frequency domain system identification Journal article
Li, Yanting, Qian, Tao. A novel 2D partial unwinding adaptive Fourier decomposition method with application to frequency domain system identification[J]. Mathematical Methods in the Applied Sciences, 2019, 42(9), 3123-3135.
Authors:  Li, Yanting;  Qian, Tao
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:2.1/2.0 | Submit date：2022/05/17
Hardy Space  Maximal Selection Principle  Nevanlinna Factorization  System Identification  Unwinding Adaptive Fourier Decomposition