Cai Yi

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 19

Top Topics

Transfer Learning

Rotating Machinery

Fault Diagnosis

Condition Monitoring

Top Venues

IEEE Trans. Instrum. Meas.

Eng. Appl. Artif. Intell.

Publications

Qiuyang Zhou, Cai Yi, Lei Yan, Chenguang Huang, Xinwu Song, Du Xu, Lu Zhou, Jianhui Lin
Multi-Node Feature Learning Network Based on Maximum Spectral Harmonics-to-Noise Ratio Deconvolution for Machine Condition Monitoring. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Guiting Tang, Cai Yi, Lei Liu, Du Xu, Qiuyang Zhou, Yongxu Hu, Pengcheng Zhou, Jianhui Lin
A parallel ensemble optimization and transfer learning based intelligent fault diagnosis framework for bearings. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Cai Yi, Weihao Zhang, Hu Cao, Lei Yan, Qiuyang Zhou, Ying Shi, Guiting Tang, Le Ran, Jianhui Lin
Cyclostationary harmonic product spectrum with its application for rolling bearing fault resonance frequency band adaptive location. Expert Syst. Appl. 254 (2024)
Guiting Tang, Cai Yi, Lei Liu, Zhan Xing, Qiuyang Zhou, Jianhui Lin
Integrating adaptive input length selection strategy and unsupervised transfer learning for bearing fault diagnosis under noisy conditions. Appl. Soft Comput. 148 (2023)
Guiting Tang, Cai Yi, Lei Liu, Xingguo Yang, Du Xu, Qiuyang Zhou, Jianhui Lin
A novel transfer learning network with adaptive input length selection and lightweight structure for bearing fault diagnosis. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Qiuyang Zhou, Cai Yi, Lei Yan, Chenguang Huang, Jianhui Lin
A Blind Deconvolution Approach Based on Spectral Harmonics-to-Noise Ratio for Rotating Machinery Condition Monitoring. IEEE Trans Autom. Sci. Eng. 20 (2) (2023)
Qiuyang Zhou, Cai Yi, Lei Yan, Xinwu Song, Du Xu, Chenguang Huang, Lu Zhou, Jianhui Lin
Multi-Objective Sparsity Maximum Mode De-Composition: A New Method for Rotating Machine Fault Diagnosis on High-Speed Train Axle Box. IEEE Trans. Veh. Technol. 72 (10) (2023)
Cai Yi, Hao Wang, Qiuyang Zhou, Qiwei Hu, Pengcheng Zhou, Jianhui Lin
An Adaptive Harmonic Product Spectrum for Rotating Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Guiting Tang, Lei Liu, Yirong Liu, Cai Yi, Yongxu Hu, Du Xu, Qiuyang Zhou, Jianhui Lin
Unsupervised transfer learning for intelligent health status identification of bearing in adaptive input length selection. Eng. Appl. Artif. Intell. 126 (2023)
Liu He, Cai Yi, Qiuyang Zhou, Jianhui Lin
Fast Convolutional Sparse Dictionary Learning Based on LocOMP and Its Application to Bearing Fault Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Ning Hong, Lishuai Li, Weiran Yao, Yang Zhao, Cai Yi, Jianhui Lin, Kwok Leung Tsui
Correction to "High-Speed Rail Suspension System Health Monitoring Using Multi-Location Vibration Data". IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Liu He, Dong Wang, Cai Yi, Qiuyang Zhou, Jianhui Lin
Extracting cyclo-stationarity of repetitive transients from envelope spectrum based on prior-unknown blind deconvolution technique. Signal Process. 183 (2021)
Qiuyang Zhou, Yuhui Zhang, Jiayin Tang, Jianhui Lin, Liu He, Cai Yi
Blind Deconvolution Technique Based on Improved Correlated Generalized Lp/Lq Norm for Extracting Repetitive Transient Feature. IEEE Trans. Instrum. Meas. 70 (2021)
Ning Hong, Lishuai Li, Weiran Yao, Yang Zhao, Cai Yi, Jianhui Lin, Kwok Leung Tsui
High-Speed Rail Suspension System Health Monitoring Using Multi-Location Vibration Data. IEEE Trans. Intell. Transp. Syst. 21 (7) (2020)
Dong Wang, Cai Yi, Kwok Leung Tsui
Making EEMD more effective in extracting bearing fault features for intelligent bearing fault diagnosis by using blind fault component separation. J. Intell. Fuzzy Syst. 34 (6) (2018)
Peiwen Xu, Weiran Yao, Yang Zhao, Cai Yi, Lishuai Li, Jianhui Lin, Kwok Leung Tsui
Condition monitoring of wheel wear for high-speed trains: A data-driven approach. ICPHM (2018)
Cai Yi, Dong Wang, Wei Fan, Kwok-Leung Tsui, Jianhui Lin
EEMD-Based Steady-State Indexes and Their Applications to Condition Monitoring and Fault Diagnosis of Railway Axle Bearings. Sensors 18 (3) (2018)
Cai Yi, Lu Liu, Jianhui Lin, Kwok-Leung Tsui
Quantizing the Health State of Railway Axle Bearing via Signal-to-noise ratio defined by EEMD and SVD. ICPHM (2018)
Dawei Jin, Si Shi, Cai Yi, Bing Yang
基于层次自动机模型的复杂事件层次实现研究 (Study of Complex Event Hierarchies Realization Based on Hierarchical Automata Model). 计算机科学 44 (7) (2017)
Cai Yi, Jianhui Lin, Weihua Zhang, Jianming Ding
Faults Diagnostics of Railway Axle Bearings Based on IMF's Confidence Index Algorithm for Ensemble EMD. Sensors 15 (5) (2015)
Juli Yamashita, Cai Yi, Robert W. Lindeman, Yukio Fukui, Osamu Morikawa
Plane-shape perception using point-contact type force feedback device. SIGGRAPH Abstracts and Applications (1998)
Juli Yamashita, Cai Yi, Yukio Fukui
Feature based haptic rendering: architecture, protocol, and application. SIGGRAPH Visual Proceedings (1997)