Jie Liu

27 papers B 1C 4Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu
2025 J jnl
Multiscale Dynamic Weight-Based Mixed Convolutional Neural Network for Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Wenliao Du, Lingkai Yang, Xiaoyun Gong, Jie Liu, Hongchao Wang
2023 J jnl
A digital twin-enhanced semi-supervised framework for motor fault diagnosis based on phase-contrastive current dot pattern.
Reliab. Eng. Syst. Saf.
Pengcheng Xia, Yixiang Huang, Zhiyu Tao, Chengliang Liu, Jie Liu
2021 J jnl
Temporal-Spatio Graph Based Spectrum Analysis for Bearing Fault Detection and Diagnosis.
IEEE Trans. Ind. Electron.
Teng Wang, Zheng Liu, Guoliang Lu, Jie Liu
2019 J jnl
Graph-Based Change Detection for Condition Monitoring of Rotating Machines: Techniques for Graph Similarity.
IEEE Trans. Reliab.
Teng Wang, Guoliang Lu, Jie Liu, Peng Yan
2019 J jnl
Isolation and Identification of Compound Faults in Rotating Machinery via Adaptive Deep Filtering Technique.
IEEE Access
Chunlin Zhang, Yuling Liu, Fangyi Wan, Binqiang Chen, Jie Liu
2019 J jnl
Outlier Detection for Monitoring Data Using Stacked Autoencoder.
IEEE Access
Fangyi Wan, Gaodeng Guo, Chunlin Zhang, Qing Guo, Jie Liu
2018 J jnl
Particle filtering-based methods for time to failure estimation with a real-world prognostic application.
Appl. Intell.
Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Qiangqiang Cheng
2018 J jnl
Performance-Based Gas Turbine Health Monitoring, Diagnostics, and Prognostics: A Survey.
IEEE Trans. Reliab.
Houman Hanachi, Christopher Mechefske, Jie Liu, Avisekh Banerjee, Ying Chen
2018 — conf
Physics-based Model and Neural Network Model for Monitoring Starter Degradation of APU.
ICPHM
Yu Zhang, Jie Liu, Houman Hanachi, Xin Yu, Yubin Yang
2017 — conf
Enhancement of prognostic models for short-term degradation of gas turbines.
ICPHM
Houman Hanachi, Christopher Mechefske, Jie Liu, Avisekh Banerjee, Ying Chen
2017 J jnl
Machine learning-based methods for TTF estimation with application to APU prognostics.
Appl. Intell.
Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang
2016 — conf
Developing machine learning-based models to estimate time to failure for PHM.
ICPHM
Chunsheng Yang, Takayuki Ito, Yubin Yang, Jie Liu
2016 — conf
Frequency analysis on vibration signatures for gearbox spalling defect detection.
ICPHM
Weidong Li, Azzedine Dadouche, Jie Liu
2016 C conf
Intelligent stereo camera mobile platform for indoor service robot research.
CSCWD
Kun Zhuang, Chunsheng Yang, Yubin Yang, Jie Liu, Nan Jiang
2016 — conf
Simulation of ultrasonic testing for resolution of corrosion detection in pipes.
ICPHM
Qianyue Qian, Houman Hanachi, Jie Liu, Junjie Gu, Fai Ma, Ashok Koul, Avisekh Banerjee
2015 B conf
A Cloud-Based Platform for Supporting Research Collaboration.
CLOUD
Andrew McGregor, Don Bennett, Shikharesh Majumdar, Biswajit Nandy, Jose Orlando Melendez, Marc St-Hilaire, David T. Lau, Jie Liu
2015 J jnl
A Physics-Based Modeling Approach for Performance Monitoring in Gas Turbine Engines.
IEEE Trans. Reliab.
Houman Hanachi, Jie Liu, Avisekh Banerjee, Ying Chen, Ashok Koul
2015 C conf
Particle Filter-Based Approach to Estimate Remaining Useful Life for Predictive Maintenance.
IEA/AIE
Chunsheng Yang, Qingfeng Lou, Jie Liu, Hongyu Guo, Yun Bai
2014 J jnl
Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm.
Neural Comput. Appl.
Datong Liu, Yue Luo, Jie Liu, Yu Peng, Limeng Guo, Michael G. Pecht
2014 — conf
Particle Filter-Based Method for Prognostics with Application to Auxiliary Power Unit.
IEA/AIE (1)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Yun Bai
2012 C conf
Model Fusion-Based Batch Learning with Application to Oil Spills Detection.
IEA/AIE
Chunsheng Yang, Yubin Yang, Jie Liu
2010 J jnl
A neural fuzzy framework for system mapping applications.
Knowl. Based Syst.
Jie Liu, Wilson Wang, M. Farid Golnaraghi, Eric Kubica
2010 J jnl
A novel fuzzy framework for nonlinear system control.
Fuzzy Sets Syst.
Jie Liu, Wilson Wang, M. Farid Golnaraghi, Eric Kubica
2010 J jnl
An Enhanced Diagnostic Scheme for Bearing Condition Monitoring.
IEEE Trans. Instrum. Meas.
Jie Liu, Wilson Wang, M. Farid Golnaraghi
2008 J jnl
An Extended Wavelet Spectrum for Bearing Fault Diagnostics.
IEEE Trans. Instrum. Meas.
Jie Liu, Wilson Wang, M. Farid Golnaraghi
2008 C conf
Bearing Fault Diagnostics Based on Reconstructed Features.
IAS
Jie Liu, Shahab Ghafari, Wilson Wang, M. Farid Golnaraghi, Fathy Ismail