| Matching demodulation transform and synchrosqueezing in time-frequency analysis S Wang, X Chen, G Cai, B Chen, X Li, Z He IEEE Transactions on Signal Processing 62 (1), 69-84, 2014 | 272 | 2014 |
| Sparsity-enabled signal decomposition using tunable Q-factor wavelet transform for fault feature extraction of gearbox G Cai, X Chen, Z He Mechanical Systems and Signal Processing 41 (1-2), 34-53, 2013 | 227 | 2013 |
| Nonconvex sparse regularization and convex optimization for bearing fault diagnosis S Wang, I Selesnick, G Cai, Y Feng, X Sui, X Chen IEEE Transactions on Industrial Electronics 65 (9), 7332-7342, 2018 | 215 | 2018 |
| An automatic and robust features learning method for rotating machinery fault diagnosis based on contractive autoencoder C Shen, Y Qi, J Wang, G Cai, Z Zhu Engineering Applications of Artificial Intelligence 76, 170-184, 2018 | 171 | 2018 |
| Sparse representation of transients in wavelet basis and its application in gearbox fault feature extraction W Fan, G Cai, ZK Zhu, C Shen, W Huang, L Shang Mechanical Systems and Signal Processing 56, 230-245, 2015 | 124 | 2015 |
| A demodulating approach based on local mean decomposition and its applications in mechanical fault diagnosis B Chen, Z He, X Chen, H Cao, G Cai, Y Zi Measurement Science and Technology 22 (5), 055704, 2011 | 99 | 2011 |
| Nonlinear squeezing time–frequency transform for weak signal detection S Wang, X Chen, Y Wang, G Cai, B Ding, X Zhang Signal Processing 113, 195-210, 2015 | 98 | 2015 |
| Sparsity-enhanced signal decomposition via generalized minimax-concave penalty for gearbox fault diagnosis G Cai, IW Selesnick, S Wang, W Dai, Z Zhu Journal of Sound and Vibration 432, 213-234, 2018 | 77 | 2018 |
| Transient signal analysis based on Levenberg–Marquardt method for fault feature extraction of rotating machines S Wang, G Cai, Z Zhu, W Huang, X Zhang Mechanical Systems and Signal Processing 54, 16-40, 2015 | 71 | 2015 |
| Dual-enhanced sparse decomposition for wind turbine gearbox fault diagnosis L Wang, G Cai, J Wang, X Jiang, Z Zhu IEEE Transactions on Instrumentation and Measurement 68 (2), 450-461, 2018 | 68 | 2018 |
| Synthesis versus analysis priors via generalized minimax-concave penalty for sparsity-assisted machinery fault diagnosis S Wang, IW Selesnick, G Cai, B Ding, X Chen Mechanical systems and signal processing 127, 202-233, 2019 | 58 | 2019 |
| Transients extraction based on averaged random orthogonal matching pursuit algorithm for machinery fault diagnosis L Wang, G Cai, W You, W Huang, Z Zhu IEEE Transactions on Instrumentation and Measurement 66 (12), 3237-3248, 2017 | 45 | 2017 |
| Reweighted generalized minimax-concave sparse regularization and application in machinery fault diagnosis G Cai, S Wang, X Chen, J Ye, IW Selesnick ISA transactions 105, 320-334, 2020 | 42 | 2020 |
| Logistic 回归模型在机床刀具可靠性评估中的应用 陈保家， 陈雪峰， 李兵， 曹宏瑞， 蔡改改， 何正嘉 机械工程学报 47 (18), 158-164, 2011 | 38* | 2011 |
| Operation reliability assessment for cutting tools by applying a proportional covariate model to condition monitoring information G Cai, X Chen, B Li, B Chen, Z He Sensors 12 (10), 12964-12987, 2012 | 34 | 2012 |
| Vector minimax concave penalty for sparse representation S Wang, X Chen, W Dai, IW Selesnick, G Cai, B Cowen Digital signal processing 83, 165-179, 2018 | 29 | 2018 |
| Condition assessment for automatic tool changer based on sparsity-enabled signal decomposition method X Chen, G Cai, H Cao, W Xin Mechatronics 31, 50-59, 2015 | 29 | 2015 |
| A parameterized Doppler distorted matching model for periodic fault identification in locomotive bearing C Shen, G Cai, Z He, W Huang, Z Zhu Proceedings of the Institution of Mechanical Engineers, Part C: Journal of …, 2016 | 15 | 2016 |
| Sparse Representation of Transients Based on Wavelet Basis and Majorization‐Minimization Algorithm for Machinery Fault Diagnosis W Fan, G Cai, W Huang, L Shang, Z Zhu Mathematical Problems in Engineering 2014 (1), 696051, 2014 | 15 | 2014 |
| 利用设备响应状态信息的运行可靠性评估 蔡改改， 陈雪峰， 陈保家， 李兵， 何正嘉 西安交通大学学报 46 (1), 108-113, 2012 | 15* | 2012 |
Xuefeng ChenProfessor of Mechanical Engineering, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn