Chuan Li - RankMe

95 papers B 1C 2Journal 89Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anomaly detection of particle accelerators using spatial-temporal contrastive fusion of multi-sensor time series. Reliab. Eng. Syst. Saf. Zhe Yang, Ruichang Zhou, Yongcheng He, Jianyu Long, Lin Fang, Chuan Li
2026	J	`jnl`	Dynamic curvature pooling graph convolutional network to fuse multi-sensor signals for remaining useful life prediction. Adv. Eng. Informatics Linjie Zheng, Fei Wu, Chuan Li, Edgar Estupiñan, Yi Qin
2026	J	`jnl`	Generative adversarial networks in health management of rotating machinery: Survey, recent advances and perspectives. Neurocomputing Zhen Guo, Wenliao Du, Chuan Li, Zhiping Liu
2026	J	`jnl`	Learnable Parallel Wavelets With Orthogonality Constraints: A Noise-Robust Deep Learning Architecture for Neutron Chopper Fault Diagnosis. IEEE Trans. Reliab. Liangwei Zhang, Jing Lin, Ping Wang, Qing Zhang, Zhicong Zhang, Xiaohui Yan, Chuan Li
2026	J	`jnl`	MCSANet: Cross-Modal Semantic Alignment in Multi-Attribute Learning for Zero-Shot Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics Yifan Wu, Dandan Zhao, Chuan Li, Min Xia
2026	J	`jnl`	Open-set unknown class incremental detection of gearboxes under trustworthy feature conditions based on low-rank fine-tuning mechanism. Knowl. Based Syst. Zhen Guo, Chuan Li, Diego Cabrera
2026	J	`jnl`	Pressure-only diagnosis of external gear pumps via ground-test modality augmentation and physics-guided feature enhancement. Expert Syst. Appl. Xiaochuan Li, Jinyang Wang, Juan Xu, Xu Ding, Pengfei Liang, David Mba, Chuan Li
2025	J	`jnl`	Attention-Based Multisignal Representation of High-Resolution Time Series: A Fault Detection Method for Industrial Machinery. IEEE Trans. Ind. Electron. Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li
2025	J	`jnl`	Few-Shot Diffusion Domain Generalization for Diagnosing Joint Reducer Faults in Industrial Robots. IEEE Trans. Instrum. Meas. Chuan Li, Qiyi Liu, Qibing Yu, Shuai Yang, Ziqiang Pu
2025	J	`jnl`	Few-shot fault diagnosis of particle accelerator power system using a bidirectional discriminative prototype network. Appl. Soft Comput. Zhe Yang, Rongbing Ye, Lingli Jiang, Jianyu Long, Yunwei Huang, Chuan Li
2025	J	`jnl`	Multiscale Convolutional Reservoir Computing for Remaining Useful Life Prediction of Li-ion Batteries. IEEE Trans. Consumer Electron. Chuan Li, Gaifang Guo, Ziqiang Pu
2025	J	`jnl`	One-Class Learning-Based Contrastive Reconstruction Framework for the Anomaly Detection of Reciprocating Machinery. IEEE Trans. Reliab. Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li
2025	J	`jnl`	Self-supervised fusion of deep soft assignments for multi-view diagnosis of machine faults. J. Intell. Manuf. Chuan Li, Yifan Wu, Manjun Xiong, Shuai Yang, Yun Bai
2025	J	`jnl`	Squeeze-and-excitation attention residual learning of propulsion fault features for diagnosing autonomous underwater vehicles. J. Field Robotics Wenliao Du, Xinlong Yu, Zhen Guo, Hongchao Wang, Ziqiang Pu, Chuan Li
2025	J	`jnl`	Zero-shot fault diagnosis using soft semantic embedding of diffusion-encoded probability. Adv. Eng. Informatics Chuan Li, Lijuan Yan, Ping Wang, Jianyu Long, Ziqiang Pu
2024	J	`jnl`	A Spiny Claws Climbing Robot Based on Self-Sensing Soles. IEEE Robotics Autom. Lett. Rui Li, Changze Wu, Shuang Yan, Chuan Li, Xinglong Gong, Chul-Hee Lee, Mengjie Shou
2024	J	`jnl`	An Asynchronous Gated Recurrent Network for Estimating Critical Transition of Bearing Deterioration. IEEE Trans. Ind. Informatics Chuan Li, Yifan Wu, Yun Bai, Shuai Yang
2024	J	`jnl`	Corrections to "Water-Resistant Smartphone Technologies". IEEE Access Quanqing Yu, Rui Xiong, Chuan Li, Michael G. Pecht
2024	J	`jnl`	Deep adaptive sparse residual networks: A lifelong learning framework for rotating machinery fault diagnosis with domain increments. Knowl. Based Syst. Yan Zhang, Changqing Shen, Juanjuan Shi, Chuan Li, Xinhai Lin, Zhongkui Zhu, Dong Wang
2024	J	`jnl`	Dual-loss nonlinear independent component estimation for augmenting explainable vibration samples of rotating machinery faults. Neurocomputing Xiaoyun Gong, Mengxuan Hao, Chuan Li, Wenliao Du, Ziqiang Pu
2024	J	`jnl`	Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning. IEEE Trans. Ind. Informatics Ziqiang Pu, Lijuan Yan, Yun Bai, Diego Cabrera, Chuan Li
2024	J	`jnl`	Masked Autoencoder via End-to-End Zero-Shot Learning for Fault Diagnosis of Unseen Classes. IEEE Trans. Instrum. Meas. Jianyu Long, Jing Lin, Lingli Jiang, Zhe Yang, Jianwen Guo, Tao Yin, Chuan Li
2024	J	`jnl`	Multidomain variance-learnable prototypical network for few-shot diagnosis of novel faults. J. Intell. Manuf. Jianyu Long, Yibin Chen, Huiyu Huang, Zhe Yang, Yunwei Huang, Chuan Li
2024	J	`jnl`	Wave-ConvNeXt: An Efficient and Precise Fault Diagnosis Method for IIoT Leveraging Tailored ConvNeXt and Wavelet Transform. IEEE Internet Things J. Liangwei Zhang, Jing Lin, Zhe Yang, Haidong Shao, Biyu Liu, Chuan Li
2023	J	`jnl`	A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions. Eng. Appl. Artif. Intell. Liangwei Zhang, Qi Fan, Jing Lin, Zhicong Zhang, Xiaohui Yan, Chuan Li
2023	J	`jnl`	A novel fault detection method for rotating machinery based on self-supervised contrastive representations. Comput. Ind. Zhe Yang, Yunwei Huang, Faisal Nazeer, Yanyang Zi, Gianluca Valentino, Chuan Li, Jianyu Long, Huiyu Huang
2023	J	`jnl`	A novel self-training semi-supervised deep learning approach for machinery fault diagnosis. Int. J. Prod. Res. Jianyu Long, Yibin Chen, Zhe Yang, Yunwei Huang, Chuan Li
2023	C	`conf`	Anomaly Detection of Rolling Element Bearings Based on Contrastive Representation. CSCWD Xiaotong Lei, Zhe Yang, Yunwei Huang, Jianyu Long, Chuan Li, Huiyu Huang
2023	J	`jnl`	Generative adversarial one-shot diagnosis of transmission faults for industrial robots. Robotics Comput. Integr. Manuf. Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
2023	J	`jnl`	Incrementally Contrastive Learning of Homologous and Interclass Features for the Fault Diagnosis of Rolling Element Bearings. IEEE Trans. Ind. Informatics Chuan Li, Xiaotong Lei, Yunwei Huang, Faisal Nazeer, Jianyu Long, Zhe Yang
2023	J	`jnl`	Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults. Appl. Soft Comput. Yifan Wu, Chuan Li, Shuai Yang, Yun Bai
2023	J	`jnl`	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 Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li
2023	J	`jnl`	Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot. Expert Syst. Appl. Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira
2022	J	`jnl`	A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses. IEEE Trans. Ind. Electron. Ziqiang Pu, Diego Cabrera, Yun Bai, Chuan Li
2022	J	`jnl`	From Anomaly Detection to Novel Fault Discrimination for Wind Turbine Gearboxes With a Sparse Isolation Encoding Forest. IEEE Trans. Instrum. Meas. Wenliao Du, Zhen Guo, Chuan Li, Xiaoyun Gong, Ziqiang Pu
2022	J	`jnl`	Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification. IEEE Trans. Ind. Electron. Zhe Yang, Jianyu Long, Yanyang Zi, Shaohui Zhang, Chuan Li
2022	J	`jnl`	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. Jianyu Long, Panos M. Pardalos, Chuan Li
2022	J	`jnl`	Self-Adaptation Graph Attention Network via Meta-Learning for Machinery Fault Diagnosis With Few Labeled Data. IEEE Trans. Instrum. Meas. Jianyu Long, Rongxin Zhang, Zhe Yang, Yunwei Huang, Yu Liu, Chuan Li
2022	J	`jnl`	VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis. IEEE Intell. Syst. Ziqiang Pu, Diego Cabrera, Chuan Li, José Valente de Oliveira
2021	J	`jnl`	A manufacturing quality prediction model based on AdaBoost-LSTM with rough knowledge. Comput. Ind. Eng. Yun Bai, Jingjing Xie, Dongqiang Wang, Wanjuan Zhang, Chuan Li
2021	J	`jnl`	Coupled Hidden Markov Fusion of Multichannel Fast Spectral Coherence Features for Intelligent Fault Diagnosis of Rolling Element Bearings. IEEE Trans. Instrum. Meas. Hongchao Wang, Chuan Li, Wenliao Du
2021	J	`jnl`	Fault Diagnosis for Wind Turbine Gearboxes by Using Deep Enhanced Fusion Network. IEEE Trans. Instrum. Meas. Ziqiang Pu, Chuan Li, Shaohui Zhang, Yun Bai
2021	J	`jnl`	One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira
2021	—	`conf`	Self-supervised Contrastive Representation Learning for Machinery Fault Diagnosis. NCAA Yadong Wei, Xiaoman Cai, Jianyu Long, Zhe Yang, Chuan Li
2021	J	`jnl`	Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring. IEEE Trans. Instrum. Meas. Jingjing Zhong, Dong Wang, Ju'e Guo, Diego Cabrera, Chuan Li
2020	J	`jnl`	A Novel Sparse Echo Autoencoder Network for Data-Driven Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Instrum. Meas. Jianyu Long, Zhenzhong Sun, Chuan Li, Ying Hong, Yun Bai, Shaohui Zhang
2020	J	`jnl`	A robust dynamic scheduling approach based on release time series forecasting for the steelmaking-continuous casting production. Appl. Soft Comput. Jianyu Long, Zhenzhong Sun, Panos M. Pardalos, Yun Bai, Shaohui Zhang, Chuan Li
2020	J	`jnl`	A systematic review of deep transfer learning for machinery fault diagnosis. Neurocomputing Chuan Li, Shaohui Zhang, Yi Qin, Edgar Estupiñan
2020	J	`jnl`	Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li
2020	J	`jnl`	Deep Fuzzy Echo State Networks for Machinery Fault Diagnosis. IEEE Trans. Fuzzy Syst. Shaohui Zhang, Zhenzhong Sun, Man Wang, Jianyu Long, Yun Bai, Chuan Li
2020	J	`jnl`	Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Ind. Informatics Shaohui Zhang, Zhenzhong Sun, Chuan Li, Diego Cabrera, Jianyu Long, Yun Bai
2020	J	`jnl`	Evolving Deep Echo State Networks for Intelligent Fault Diagnosis. IEEE Trans. Ind. Informatics Jianyu Long, Shaohui Zhang, Chuan Li
2020	J	`jnl`	Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss. Sensors Aijun Yin, Yinghua Yan, Zhiyu Zhang, Chuan Li, René-Vinicio Sánchez
2020	J	`jnl`	Forecasting Bus Passenger Flows by Using a Clustering-Based Support Vector Regression Approach. IEEE Access Chuan Li, Xiaodan Wang, Zhiwei Cheng, Yun Bai
2020	J	`jnl`	Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox. Sensors Jianwen Guo, Jiapeng Wu, Shaohui Zhang, Jianyu Long, Weidong Chen, Diego Cabrera, Chuan Li
2020	J	`jnl`	Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li
2019	J	`jnl`	A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. IEEE Trans. Fuzzy Syst. Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
2019	J	`jnl`	A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction. J. Intell. Manuf. Yun Bai, Zhenzhong Sun, Bo Zeng, Jianyu Long, Lin Li, José Valente de Oliveira, Chuan Li
2019	J	`jnl`	A hybrid multi-objective genetic local search algorithm for the prize-collecting vehicle routing problem. Inf. Sci. Jianyu Long, Zhenzhong Sun, Panos M. Pardalos, Ying Hong, Shaohui Zhang, Chuan Li
2019	J	`jnl`	DelPhi Suite: New Developments and Review of Functionalities. J. Comput. Chem. Chuan Li, Zhe Jia, Arghya Chakravorty, Swagata Pahari, Yunhui Peng, Sankar Basu, Mahesh Koirala, Shailesh Kumar Panday, Marharyta Petukh, Lin Li, Emil Alexov
2019	J	`jnl`	Dynamic condition monitoring for 3D printers by using error fusion of multiple sparse auto-encoders. Comput. Ind. Shaohui Zhang, Zhenzhong Sun, Jianyu Long, Chuan Li, Yun Bai
2019	J	`jnl`	Flexible Kurtogram for Extracting Repetitive Transients for Prognostics and Health Management of Rotating Components. IEEE Access Jingjing Zhong, Jianyu Long, Shaohui Zhang, Chuan Li
2019	J	`jnl`	Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
2019	J	`jnl`	Water-Resistant Smartphone Technologies. IEEE Access Quanqing Yu, Rui Xiong, Chuan Li, Michael G. Pecht
2018	J	`jnl`	A comparison of fuzzy clustering algorithms for bearing fault diagnosis. J. Intell. Fuzzy Syst. Chuan Li, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Fannia Pacheco, Gözde Ulutagay, José Valente de Oliveira
2018	J	`jnl`	A fuzzy transition based approach for fault severity prediction in helical gearboxes. Fuzzy Sets Syst. Mariela Cerrada, Chuan Li, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, José Valente de Oliveira
2018	J	`jnl`	Advances in intelligent computing for diagnostics, prognostics, and system health management. J. Intell. Fuzzy Syst. Chuan Li, José Valente de Oliveira
2018	J	`jnl`	An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization. Intell. Data Anal. Zhiqiang Chen, Ronglong Wang, René-Vinicio Sánchez, José Valente de Oliveira, Chuan Li
2018	J	`jnl`	Improved multi-variable grey forecasting model with a dynamic background-value coefficient and its application. Comput. Ind. Eng. Bo Zeng, Chuan Li
2018	J	`jnl`	Intelligent Fault Diagnosis of Delta 3D Printers Using Attitude Sensors Based on Support Vector Machines. Sensors Kun He, Zhijun Yang, Yun Bai, Jianyu Long, Chuan Li
2017	J	`jnl`	A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. Knowl. Based Syst. Chuan Li, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, José Valente de Oliveira
2017	J	`jnl`	A multi-pattern deep fusion model for short-term bus passenger flow forecasting. Appl. Soft Comput. Yun Bai, Zhenzhong Sun, Bo Zeng, Jun Deng, Chuan Li
2017	J	`jnl`	Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. Expert Syst. Appl. Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2017	J	`jnl`	Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira
2017	J	`jnl`	Deep neural networks-based rolling bearing fault diagnosis. Microelectron. Reliab. Zhiqiang Chen, Shengcai Deng, Xudong Chen, Chuan Li, René-Vinicio Sánchez, Huafeng Qin
2016	—	`conf`	A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. LA-CCI Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2016	J	`jnl`	A novel multi-variable grey forecasting model and its application in forecasting the amount of motor vehicles in Beijing. Comput. Ind. Eng. Bo Zeng, Chengming Luo, Sifeng Liu, Chuan Li
2016	J	`jnl`	A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. Neurocomputing Fannia Pacheco, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Diego Cabrera, Chuan Li, Grover Zurita, Mariano Artés
2016	B	`conf`	Clustering algorithm using rough set theory for unsupervised feature selection. IJCNN Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2016	J	`jnl`	Development of an optimization method for the GM(1, N) model. Eng. Appl. Artif. Intell. Bo Zeng, Chengming Luo, Sifeng Liu, Yun Bai, Chuan Li
2016	J	`jnl`	Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. Sensors Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera
2016	J	`jnl`	Fuzzy determination of informative frequency band for bearing fault detection. J. Intell. Fuzzy Syst. Chuan Li, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Grover Zurita, Diego Cabrera
2016	J	`jnl`	Hierarchical feature selection based on relative dependency for gear fault diagnosis. Appl. Intell. Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, Grover Zurita, Chuan Li
2016	J	`jnl`	Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. Eng. Appl. Artif. Intell. Chuan Li, José Valente de Oliveira, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
2015	J	`jnl`	Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. Sensors Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li
2015	J	`jnl`	Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. Neurocomputing Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez
2014	J	`jnl`	Enhancement of the Wear Particle Monitoring Capability of Oil Debris Sensors Using a Maximal Overlap Discrete Wavelet Transform with Optimal Decomposition Depth. Sensors Chuan Li, Juan Peng, Ming Liang
2013	J	`jnl`	Continuous development of schemes for parallel computing of the electrostatics in biological systems: Implementation in DelPhi. J. Comput. Chem. Chuan Li, Marharyta Petukh, Lin Li, Emil Alexov
2013	J	`jnl`	Verhulst Model of Interval Grey Number Based on Information Decomposing and Model Combination. J. Appl. Math. Bo Zeng, Chuan Li, Guo Chen, Wang Zhang
2012	J	`jnl`	A generalized synchrosqueezing transform for enhancing signal time-frequency representation. Signal Process. Chuan Li, Ming Liang
2012	J	`jnl`	DelPhi web server v2: incorporating atomic-style geometrical figures into the computational protocol. Bioinform. Nicholas Smith, Shawn Witham, Subhra Sarkar, Jie Zhang, Lin Li, Chuan Li, Emil Alexov
2012	J	`jnl`	Highly efficient and exact method for parallelization of grid-based algorithms and its implementation in DelPhi. J. Comput. Chem. Chuan Li, Lin Li, Jie Zhang, Emil Alexov
2011	J	`jnl`	Scheduling optimisation for supply chain in networked manufacturing. Int. J. Comput. Appl. Technol. Chuan Li, Shilong Wang, Xianming Zhang, Hong Gu, Ling Kang
2008	C	`conf`	Identification of the Inverse Dynamics Model: A Multiple Relevance Vector Machines Approach. IDEAL Chuan Li, Xianming Zhang, Shilong Wang, Yutao Dong, Jing Chen
2006	—	`conf`	Next-Day Power Market Clearing Price Forecasting Using Artificial Fish-Swarm Based Neural Network. ISNN (2) Chuan Li, Shilong Wang