Junsheng Cheng

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Condition Monitoring

Fault Diagnosis

Top Venues

Knowl. Based Syst.

Adv. Eng. Informatics

Publications

Feng Liu, Junsheng Cheng, Niaoqing Hu, Zhe Cheng, Yu Yang
A novel empirical random feature decomposition method and its application to gear fault diagnosis. Adv. Eng. Informatics 60 (2024)
Zuanyu Zhu, Junsheng Cheng, Ping Wang, Jian Wang, Xin Kang, Yu Yang
A novel fault diagnosis framework for rotating machinery with hierarchical multiscale symbolic diversity entropy and robust twin hyperdisk-based tensor machine. Reliab. Eng. Syst. Saf. 231 (2023)
Yanfei Liu, Junsheng Cheng, Yu Yang, Guangfu Bin, Yiping Shen, Yanfeng Peng
Roller Bearing Fault Diagnosis Based on Partial Reconstruction Symplectic Geometry Mode Decomposition and LightGBM. IEEE Access 11 (2023)
Yanfei Liu, Junsheng Cheng, Yu Yang, Guangfu Bin, Yiping Shen, Yanfeng Peng
The Partial Reconstruction Symplectic Geometry Mode Decomposition and Its Application in Rolling Bearing Fault Diagnosis. Sensors 23 (17) (2023)
Hongkang Wu, Junsheng Cheng, Yonghong Nie, Jian Wang, Yu Yang
Multivariate complex modulation model decomposition and its application to gear fault diagnosis. Digit. Signal Process. 135 (2023)
Zuanyu Zhu, Yu Yang, Niaoqing Hu, Zhe Cheng, Junsheng Cheng
Sparse random projection-based hyperdisk classifier for bevel gearbox fault diagnosis. Adv. Eng. Informatics 53 (2022)
Xin Li, Yu Yang, Wu Zhantao, Ke Yan, Haidong Shao, Junsheng Cheng
High-accuracy gearbox health state recognition based on graph sparse random vector functional link network. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Jian Cheng, Yu Yang, Wu Zhantao, Haidong Shao, Haiyang Pan, Junsheng Cheng
Ramanujan Fourier Mode Decomposition and Its Application in Gear Fault Diagnosis. IEEE Trans. Ind. Informatics 18 (9) (2022)
Jie Zhou, Junsheng Cheng, Xiaowei Wu, Jian Wang, Yu Yang
Adaptive quaternion multivariate local characteristic-scale decomposition and its application to gear fault diagnosis. Digit. Signal Process. 129 (2022)
Xin Li, Yu Yang, Niaoqing Hu, Zhe Cheng, Haidong Shao, Junsheng Cheng
Maximum margin Riemannian manifold-based hyperdisk for fault diagnosis of roller bearing with multi-channel fusion covariance matrix. Adv. Eng. Informatics 51 (2022)
Lei Wei, Zhe Cheng, Junsheng Cheng, Niaoqing Hu, Yi Yang
A Fault Detection Method Based on an Oil Temperature Forecasting Model Using an Improved Deep Deterministic Policy Gradient Algorithm in the Helicopter Gearbox. Entropy 24 (10) (2022)
Zhiyi He, Haidong Shao, Ziyang Ding, Hongkai Jiang, Junsheng Cheng
Modified Deep Autoencoder Driven by Multisource Parameters for Fault Transfer Prognosis of Aeroengine. IEEE Trans. Ind. Electron. 69 (1) (2022)
Xin Li, Yu Yang, Niaoqing Hu, Zhe Cheng, Junsheng Cheng
Discriminative manifold random vector functional link neural network for rolling bearing fault diagnosis. Knowl. Based Syst. 211 (2021)
Haiyang Pan, Yu Yang, Jinde Zheng, Xin Li, Junsheng Cheng
Symplectic interactive support matrix machine and its application in roller bearing condition monitoring. Neurocomputing 398 (2020)
Haidong Shao, Junsheng Cheng, Hongkai Jiang, Yu Yang, Wu Zhantao
Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing. Knowl. Based Syst. 188 (2020)
Zhiyi He, Haidong Shao, Xiang Zhong, Yu Yang, Junsheng Cheng
An intelligent fault diagnosis method for rotor-bearing system using small labeled infrared thermal images and enhanced CNN transferred from CAE. Adv. Eng. Informatics 46 (2020)
Tianzhen Hu, Junsheng Cheng, Ping Wang, Jian Wang, Yu Yang
Extensible and displaceable hyperdisk based classifier for gear fault intelligent diagnosis. Knowl. Based Syst. 204 (2020)
Zhiyi He, Haidong Shao, Ping Wang, Janet (Jing) Lin, Junsheng Cheng, Yu Yang
Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples. Knowl. Based Syst. 191 (2020)
Haiyang Pan, Yu Yang, Ping Wang, Jian Wang, Junsheng Cheng
Symplectic incremental matrix machine and its application in roller bearing condition monitoring. Appl. Soft Comput. 95 (2020)
Xin Li, Yu Yang, Haiyang Pan, Jian Cheng, Junsheng Cheng
A novel deep stacking least squares support vector machine for rolling bearing fault diagnosis. Comput. Ind. 110 (2019)
Zhiyi He, Junsheng Cheng, Juan Li, Yu Yang
Linear maximum margin tensor classification based on flexible convex hulls for fault diagnosis of rolling bearings. Knowl. Based Syst. 173 (2019)
Zhiyi He, Haidong Shao, Xiaoyang Zhang, Junsheng Cheng, Yu Yang
Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples. IEEE Access 7 (2019)
Wenyi Huang, Junsheng Cheng, Yu Yang
Rolling Bearing Performance Degradation Assessment Based on Convolutional Sparse Combination Learning. IEEE Access 7 (2019)
Wenyi Huang, Junsheng Cheng, Yu Yang, Gaoyuan Guo
An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis. Neurocomputing 359 (2019)
Jinde Zheng, Haiyang Pan, Shubao Yang, Junsheng Cheng
Adaptive parameterless empirical wavelet transform based time-frequency analysis method and its application to rotor rubbing fault diagnosis. Signal Process. 130 (2017)
Songrong Luo, Junsheng Cheng
VPMCD based novelty detection method on and its application to fault identification for local characteristic-scale decomposition. Clust. Comput. 20 (4) (2017)
Ming Zeng, Yu Yang, Junsheng Cheng
A generalized Mitchell-Dem'yanov-Malozemov algorithm for one-class support vector machine. Knowl. Based Syst. 109 (2016)
Ming Zeng, Yu Yang, Jinde Zheng, Junsheng Cheng
Maximum margin classification based on flexible convex hulls. Neurocomputing 149 (2015)
HungLinh Ao, Junsheng Cheng, Jinde Zheng, Tung Khac Truong
Roller Bearing Fault Diagnosis Method Based on Chemical Reaction Optimization and Support Vector Machine. J. Comput. Civ. Eng. 29 (5) (2015)
Ming Zeng, Yu Yang, Junsheng Cheng
A generalized Gilbert algorithm and an improved MIES for one-class support vector machine. Knowl. Based Syst. 90 (2015)
Jinde Zheng, Junsheng Cheng, Yu Yang
Partly ensemble empirical mode decomposition: An improved noise-assisted method for eliminating mode mixing. Signal Process. 96 (2014)
Xinning Hu, Qiuliang Wang, Chunyan Cui, Fei Gao, Hui Wang, Yi Li, Housheng Wang, Junsheng Cheng, Yinming Dai, Luguang Yan
Torque Compensation System Design for a Spherical Superconducting Rotor. IEEE Trans. Instrum. Meas. 63 (12) (2014)
Junsheng Cheng, Yi Yang, Yu Yang
A rotating machinery fault diagnosis method based on local mean decomposition. Digit. Signal Process. 22 (2) (2012)
Junsheng Cheng, Yu Yang, Dejie Yu
Application of the improved generalized demodulation time-frequency analysis method to multi-component signal decomposition. Signal Process. 89 (6) (2009)
Junsheng Cheng, Dejie Yu, Yu Yang
A Fault Diagnosis Approach for Gears Based on IMF AR Model and SVM. EURASIP J. Adv. Signal Process. 2008 (2008)
Bing Liu, Minqing Hu, Junsheng Cheng
Opinion observer: analyzing and comparing opinions on the Web. WWW (2005)