Jie Liu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 8

Top Topics

Multiple Hypotheses

Detecting Outliers

Mobile Platform

Top Venues

Publications

Pengcheng Xia, Yixiang Huang, Zhiyu Tao, Chengliang Liu, Jie Liu
A digital twin-enhanced semi-supervised framework for motor fault diagnosis based on phase-contrastive current dot pattern. Reliab. Eng. Syst. Saf. 235 (2023)
Fangyi Wan, Gaodeng Guo, Chunlin Zhang, Qing Guo, Jie Liu
Outlier Detection for Monitoring Data Using Stacked Autoencoder. IEEE Access 7 (2019)
Chunlin Zhang, Yuling Liu, Fangyi Wan, Binqiang Chen, Jie Liu
Isolation and Identification of Compound Faults in Rotating Machinery via Adaptive Deep Filtering Technique. IEEE Access 7 (2019)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Qiangqiang Cheng
Particle filtering-based methods for time to failure estimation with a real-world prognostic application. Appl. Intell. 48 (8) (2018)
Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang
Machine learning-based methods for TTF estimation with application to APU prognostics. Appl. Intell. 46 (1) (2017)
Chunsheng Yang, Takayuki Ito, Yubin Yang, Jie Liu
Developing machine learning-based models to estimate time to failure for PHM. ICPHM (2016)
Weidong Li, Azzedine Dadouche, Jie Liu
Frequency analysis on vibration signatures for gearbox spalling defect detection. ICPHM (2016)
Kun Zhuang, Chunsheng Yang, Yubin Yang, Jie Liu, Nan Jiang
Intelligent stereo camera mobile platform for indoor service robot research. CSCWD (2016)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Hongyu Guo, Yun Bai
Particle Filter-Based Approach to Estimate Remaining Useful Life for Predictive Maintenance. IEA/AIE (2015)
Andrew McGregor, Don Bennett, Shikharesh Majumdar, Biswajit Nandy, Jose Orlando Melendez, Marc St-Hilaire, David T. Lau, Jie Liu
A Cloud-Based Platform for Supporting Research Collaboration. CLOUD (2015)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Yun Bai
Particle Filter-Based Method for Prognostics with Application to Auxiliary Power Unit. IEA/AIE (1) (2014)
Datong Liu, Yue Luo, Jie Liu, Yu Peng, Limeng Guo, Michael G. Pecht
Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm. Neural Comput. Appl. 25 (3-4) (2014)
Chunsheng Yang, Yubin Yang, Jie Liu
Model Fusion-Based Batch Learning with Application to Oil Spills Detection. IEA/AIE (2012)
Jie Liu, Wilson Wang, M. Farid Golnaraghi
An Enhanced Diagnostic Scheme for Bearing Condition Monitoring. IEEE Trans. Instrum. Meas. 59 (2) (2010)
Jie Liu, Wilson Wang, M. Farid Golnaraghi, Eric Kubica
A neural fuzzy framework for system mapping applications. Knowl. Based Syst. 23 (6) (2010)
Jie Liu, Wilson Wang, M. Farid Golnaraghi, Eric Kubica
A novel fuzzy framework for nonlinear system control. Fuzzy Sets Syst. 161 (21) (2010)
Jie Liu, Wilson Wang, M. Farid Golnaraghi
An Extended Wavelet Spectrum for Bearing Fault Diagnostics. IEEE Trans. Instrum. Meas. 57 (12) (2008)
Jie Liu, Shahab Ghafari, Wilson Wang, M. Farid Golnaraghi, Fathy Ismail
Bearing Fault Diagnostics Based on Reconstructed Features. IAS (2008)