Chuan Li

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 59

Top Topics

Fault Diagnosis

Feature Selection

Rotating Machinery

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Liangwei Zhang, Jing Lin, Zhe Yang, Haidong Shao, Biyu Liu, Chuan Li
Wave-ConvNeXt: An Efficient and Precise Fault Diagnosis Method for IIoT Leveraging Tailored ConvNeXt and Wavelet Transform. IEEE Internet Things J. 11 (13) (2024)
Quanqing Yu, Rui Xiong, Chuan Li, Michael G. Pecht
Corrections to "Water-Resistant Smartphone Technologies". IEEE Access 12 (2024)
Jianyu Long, Yibin Chen, Huiyu Huang, Zhe Yang, Yunwei Huang, Chuan Li
Multidomain variance-learnable prototypical network for few-shot diagnosis of novel faults. J. Intell. Manuf. 35 (4) (2024)
Chuan Li, Yifan Wu, Yun Bai, Shuai Yang
An Asynchronous Gated Recurrent Network for Estimating Critical Transition of Bearing Deterioration. IEEE Trans. Ind. Informatics 20 (2) (2024)
Zhe Yang, Yunwei Huang, Faisal Nazeer, Yanyang Zi, Gianluca Valentino, Chuan Li, Jianyu Long, Huiyu Huang
A novel fault detection method for rotating machinery based on self-supervised contrastive representations. Comput. Ind. 147 (2023)
Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira
Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot. Expert Syst. Appl. 222 (2023)
Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
Generative adversarial one-shot diagnosis of transmission faults for industrial robots. Robotics Comput. Integr. Manuf. 83 (2023)
Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li
Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City. Earth Sci. Informatics 16 (2) (2023)
Xiaotong Lei, Zhe Yang, Yunwei Huang, Jianyu Long, Chuan Li, Huiyu Huang
Anomaly Detection of Rolling Element Bearings Based on Contrastive Representation. CSCWD (2023)
Jianyu Long, Yibin Chen, Zhe Yang, Yunwei Huang, Chuan Li
A novel self-training semi-supervised deep learning approach for machinery fault diagnosis. Int. J. Prod. Res. 61 (23) (2023)
Chuan Li, Xiaotong Lei, Yunwei Huang, Faisal Nazeer, Jianyu Long, Zhe Yang
Incrementally Contrastive Learning of Homologous and Interclass Features for the Fault Diagnosis of Rolling Element Bearings. IEEE Trans. Ind. Informatics 19 (11) (2023)
Zhe Yang, Jianyu Long, Yanyang Zi, Shaohui Zhang, Chuan Li
Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification. IEEE Trans. Ind. Electron. 69 (7) (2022)
Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses. IEEE Trans. Ind. Electron. 69 (8) (2022)
Jianyu Long, Panos M. Pardalos, Chuan Li
Level-based multi-objective particle swarm optimizer for integrated production scheduling and vehicle routing decision with inventory holding, delivery, and tardiness costs. Int. J. Prod. Res. 60 (11) (2022)
Wenliao Du, Zhen Guo, Chuan Li, Xiaoyun Gong, Ziqiang Pu
From Anomaly Detection to Novel Fault Discrimination for Wind Turbine Gearboxes With a Sparse Isolation Encoding Forest. IEEE Trans. Instrum. Meas. 71 (2022)
Jianyu Long, Rongxin Zhang, Zhe Yang, Yunwei Huang, Yu Liu, Chuan Li
Self-Adaptation Graph Attention Network via Meta-Learning for Machinery Fault Diagnosis With Few Labeled Data. IEEE Trans. Instrum. Meas. 71 (2022)
Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira
One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. 68 (9) (2021)
Ziqiang Pu, Chuan Li, Shaohui Zhang, Yun Bai
Fault Diagnosis for Wind Turbine Gearboxes by Using Deep Enhanced Fusion Network. IEEE Trans. Instrum. Meas. 70 (2021)
Hongchao Wang, Chuan Li, Wenliao Du
Coupled Hidden Markov Fusion of Multichannel Fast Spectral Coherence Features for Intelligent Fault Diagnosis of Rolling Element Bearings. IEEE Trans. Instrum. Meas. 70 (2021)
Jingjing Zhong, Dong Wang, Ju'e Guo, Diego Cabrera, Chuan Li
Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring. IEEE Trans. Instrum. Meas. 70 (2021)
Yadong Wei, Xiaoman Cai, Jianyu Long, Zhe Yang, Chuan Li
Self-supervised Contrastive Representation Learning for Machinery Fault Diagnosis. NCAA (2021)
Jianyu Long, Shaohui Zhang, Chuan Li
Evolving Deep Echo State Networks for Intelligent Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (7) (2020)
Chuan Li, Shaohui Zhang, Yi Qin, Edgar Estupinan
A systematic review of deep transfer learning for machinery fault diagnosis. Neurocomputing 407 (2020)
Aijun Yin, Yinghua Yan, Zhiyu Zhang, Chuan Li, René-Vinicio Sánchez
Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss. Sensors 20 (8) (2020)
Jianyu Long, Zhenzhong Sun, Chuan Li, Ying Hong, Yun Bai, Shaohui Zhang
A Novel Sparse Echo Autoencoder Network for Data-Driven Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Instrum. Meas. 69 (3) (2020)
Jianwen Guo, Jiapeng Wu, Shaohui Zhang, Jianyu Long, Weidong Chen, Diego Cabrera, Chuan Li
Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox. Sensors 20 (5) (2020)
Chuan Li, Xiaodan Wang, Zhiwei Cheng, Yun Bai
Forecasting Bus Passenger Flows by Using a Clustering-Based Support Vector Regression Approach. IEEE Access 8 (2020)
Shaohui Zhang, Zhenzhong Sun, Chuan Li, Diego Cabrera, Jianyu Long, Yun Bai
Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Ind. Informatics 16 (2) (2020)
Shaohui Zhang, Zhenzhong Sun, Man Wang, Jianyu Long, Yun Bai, Chuan Li
Deep Fuzzy Echo State Networks for Machinery Fault Diagnosis. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Jianyu Long, Zhenzhong Sun, Panos M. Pardalos, Yun Bai, Shaohui Zhang, Chuan Li
A robust dynamic scheduling approach based on release time series forecasting for the steelmaking-continuous casting production. Appl. Soft Comput. 92 (2020)
Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. 524 (2020)
Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing 380 (2020)
Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access 7 (2019)
Yun Bai, Zhenzhong Sun, Bo Zeng, Jianyu Long, Lin Li, José Valente de Oliveira, Chuan Li
A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction. J. Intell. Manuf. 30 (5) (2019)
Jianyu Long, Zhenzhong Sun, Panos M. Pardalos, Ying Hong, Shaohui Zhang, Chuan Li
A hybrid multi-objective genetic local search algorithm for the prize-collecting vehicle routing problem. Inf. Sci. 478 (2019)
Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. IEEE Trans. Fuzzy Syst. 27 (7) (2019)
Quanqing Yu, Rui Xiong, Chuan Li, Michael G. Pecht
Water-Resistant Smartphone Technologies. IEEE Access 7 (2019)
Shaohui Zhang, Zhenzhong Sun, Jianyu Long, Chuan Li, Yun Bai
Dynamic condition monitoring for 3D printers by using error fusion of multiple sparse auto-encoders. Comput. Ind. 105 (2019)
Jingjing Zhong, Jianyu Long, Shaohui Zhang, Chuan Li
Flexible Kurtogram for Extracting Repetitive Transients for Prognostics and Health Management of Rotating Components. IEEE Access 7 (2019)
Zhiqiang Chen, Ronglong Wang, René-Vinicio Sánchez, José Valente de Oliveira, Chuan Li
An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization. Intell. Data Anal. 22 (2) (2018)
Kun He, Zhijun Yang, Yun Bai, Jianyu Long, Chuan Li
Intelligent Fault Diagnosis of Delta 3D Printers Using Attitude Sensors Based on Support Vector Machines. Sensors 18 (4) (2018)
Bo Zeng, Chuan Li
Improved multi-variable grey forecasting model with a dynamic background-value coefficient and its application. Comput. Ind. Eng. 118 (2018)
Chuan Li, José Valente de Oliveira
Advances in intelligent computing for diagnostics, prognostics, and system health management. J. Intell. Fuzzy Syst. 34 (6) (2018)
Chuan Li, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Fannia Pacheco, Gözde Ulutagay, José Valente de Oliveira
A comparison of fuzzy clustering algorithms for bearing fault diagnosis. J. Intell. Fuzzy Syst. 34 (6) (2018)
Mariela Cerrada, Chuan Li, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, José Valente de Oliveira
A fuzzy transition based approach for fault severity prediction in helical gearboxes. Fuzzy Sets Syst. 337 (2018)
Zhiqiang Chen, Shengcai Deng, Xudong Chen, Chuan Li, René-Vinicio Sánchez, Huafeng Qin
Deep neural networks-based rolling bearing fault diagnosis. Microelectron. Reliab. 75 (2017)
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. Expert Syst. Appl. 71 (2017)
Chuan Li, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, José Valente de Oliveira
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. Knowl. Based Syst. 129 (2017)
Yun Bai, Zhenzhong Sun, Bo Zeng, Jun Deng, Chuan Li
A multi-pattern deep fusion model for short-term bus passenger flow forecasting. Appl. Soft Comput. 58 (2017)
Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. 58 (2017)
Bo Zeng, Chengming Luo, Sifeng Liu, Chuan Li
A novel multi-variable grey forecasting model and its application in forecasting the amount of motor vehicles in Beijing. Comput. Ind. Eng. 101 (2016)
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
Clustering algorithm using rough set theory for unsupervised feature selection. IJCNN (2016)
Chuan Li, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Grover Zurita, Diego Cabrera
Fuzzy determination of informative frequency band for bearing fault detection. J. Intell. Fuzzy Syst. 30 (6) (2016)
Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera
Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. Sensors 16 (6) (2016)
Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, Grover Zurita, Chuan Li
Hierarchical feature selection based on relative dependency for gear fault diagnosis. Appl. Intell. 44 (3) (2016)
Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. LA-CCI (2016)
Bo Zeng, Chengming Luo, Sifeng Liu, Yun Bai, Chuan Li
Development of an optimization method for the GM(1, N) model. Eng. Appl. Artif. Intell. 55 (2016)
Fannia Pacheco, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Diego Cabrera, Chuan Li, Grover Zurita, Mariano Artés
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. Neurocomputing 194 (2016)
Chuan Li, José Valente de Oliveira, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. Eng. Appl. Artif. Intell. 50 (2016)
Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. Neurocomputing 168 (2015)
Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li
Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. Sensors 15 (9) (2015)
Chuan Li, Juan Peng, Ming Liang
Enhancement of the Wear Particle Monitoring Capability of Oil Debris Sensors Using a Maximal Overlap Discrete Wavelet Transform with Optimal Decomposition Depth. Sensors 14 (4) (2014)
Bo Zeng, Chuan Li, Guo Chen, Wang Zhang
Verhulst Model of Interval Grey Number Based on Information Decomposing and Model Combination. J. Appl. Math. 2013 (2013)
Chuan Li, Ming Liang
A generalized synchrosqueezing transform for enhancing signal time-frequency representation. Signal Process. 92 (9) (2012)
Chuan Li, Shilong Wang, Xianming Zhang, Hong Gu, Ling Kang
Scheduling optimisation for supply chain in networked manufacturing. Int. J. Comput. Appl. Technol. 40 (1/2) (2011)
Chuan Li, Xianming Zhang, Shilong Wang, Yutao Dong, Jing Chen
Identification of the Inverse Dynamics Model: A Multiple Relevance Vector Machines Approach. IDEAL (2008)
Chuan Li, Shilong Wang
Next-Day Power Market Clearing Price Forecasting Using Artificial Fish-Swarm Based Neural Network. ISNN (2) (2006)