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Works (30)

A High-Fidelity Symbolization Method for Reciprocating Pump Vibration Monitoring Data

IEEE Sensors Journal
2025 | Journal article
DOI: 10.1109/JSEN.2025.3541740
Contributors: Yuhua Yin; Zhiliang Liu; Yong Qin
Source: check_circle
Crossref

A Data Compression Method With an Encryption Feature for Safe and Lightweight Vibration Condition Monitoring

IEEE Internet of Things Journal
2024 | Journal article
DOI: 10.1109/JIOT.2024.3412675
Contributors: Yuhua Yin; Zhiliang Liu; Qiang Zhang; Yong Qin; Mingjian Zuo
Source: check_circle
Crossref

A Few-Shot Machinery Fault Diagnosis Framework Based on Self-Supervised Signal Representation Learning

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3352689
Contributors: Huan Wang; Xindan Wang; Yizhuo Yang; Konstantinos Gryllias; Zhiliang Liu
Source: check_circle
Crossref

Fourier Feature Refiner Network With Soft Thresholding for Machinery Fault Diagnosis Under Highly Noisy Conditions

IEEE Internet of Things Journal
2024 | Journal article
DOI: 10.1109/JIOT.2024.3363216
Contributors: Huan Wang; Wenjun Luo; Zhiliang Liu; Junhao Zhang; Mingjian Zuo
Source: check_circle
Crossref

Quantitative Detection of Local Flaw Under the Lift-Off Effect for Steel Wire Ropes

IEEE Sensors Journal
2024 | Journal article
DOI: 10.1109/JSEN.2024.3421650
Contributors: Leilei Yang; Zhiliang Liu; Liyuan Ren; Feilong Liao; Mingjian Zuo
Source: check_circle
Crossref

Homotypic multi-source mixed signal decomposition based on maximum time-shift kurtosis for drilling pump fault diagnosis

Mechanical Systems and Signal Processing
2024-12 | Journal article
DOI: 10.1016/j.ymssp.2024.111724
Contributors: Zheren Li; Zhiliang Liu; Mingjian Zuo
Source: check_circle
Crossref

Wafer defect pattern recognition based on differentiable architecture search with dual attention module

Measurement Science and Technology
2024-12-01 | Journal article
DOI: 10.1088/1361-6501/ad730b
Contributors: Menghang Dai; Zhiliang Liu; Zixiao He
Source: check_circle
Crossref

Time-Shift Denoising Combined With DWT-Enhanced Condition Domain Adaptation for Motor Bearing Fault Diagnosis via Current Signals

IEEE Sensors Journal
2024-11-01 | Journal article
DOI: 10.1109/JSEN.2024.3455099
Contributors: Xindan Wang; Zhiliang Liu; Menghang Dai; Wenru Li; Jinlong Tang
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Crossref

Fault diagnosis of three-cylinder mud pump based on transfer learning

Engineering Research Express
2024-06-01 | Journal article
DOI: 10.1088/2631-8695/ad4004
Contributors: Chang Yan; Zhiliang Liu; Feilong Liao; Jiyang Zhang; Menghang Dai
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Crossref

Adaptive Local Flaw Detection Based on Magnetic Flux Leakage Images With a Noise Distortion Effect for Steel Wire Ropes

IEEE Transactions on Industrial Electronics
2024-04 | Journal article
DOI: 10.1109/TIE.2023.3273250
Contributors: Feiyang Pan; Zhiliang Liu; Liyuan Ren; Mingjian Zuo
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Crossref

A Dual-Task Learning Approach for Bearing Anomaly Detection and State Evaluation of Safe Region

Chinese Journal of Mechanical Engineering
2024-01-03 | Journal article
DOI: 10.1186/s10033-023-00978-3
Contributors: Yuhua Yin; Zhiliang Liu; Bin Guo; Mingjian Zuo
Source: check_circle
Crossref

A Novel Deep Parallel Time-Series Relation Network for Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3244255
Contributors: Chun Yang; Jiyang Zhang; Yang Chang; Jianxiao Zou; Zhiliang Liu; Shicai Fan
Source: check_circle
Crossref

A Three-Dimensional Vibration Data Compression Method for Rolling Bearing Condition Monitoring

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3237848
Contributors: Yuhua Yin; Zhiliang Liu; Mingjian Zuo; Zetong Zhou; Junhao Zhang
Source: check_circle
Crossref

Fully Simulated-Data-Driven Transfer-Learning Method for Rolling-Bearing-Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3301901
Contributors: Ting Ai; Zhiliang Liu; Jiyang Zhang; Honghao Liu; Yaqiang Jin; Mingjian Zuo
Source: check_circle
Crossref

Self-Supervised Defect Representation Learning for Label-Limited Rail Surface Defect Detection

IEEE Sensors Journal
2023 | Journal article
DOI: 10.1109/JSEN.2023.3324668
Contributors: Yanggang Xu; Huan Wang; Zhiliang Liu; Mingjian Zuo
Source: check_circle
Crossref

Shaking Noise Exploration and Elimination for Detecting Local Flaws of Steel Wire Ropes Based on Magnetic Flux Leakages

IEEE Transactions on Industrial Electronics
2023-04 | Journal article
DOI: 10.1109/TIE.2022.3174302
Contributors: Zhiliang Liu; Liyuan Ren
Source: check_circle
Crossref

An Adaptive Sampling Framework for Life Cycle Degradation Monitoring

Sensors
2023-01-14 | Journal article
DOI: 10.3390/s23020965
Contributors: Yuhua Yin; Zhiliang Liu; Junhao Zhang; Enrico Zio; Mingjian Zuo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing

IEEE Transactions on Neural Networks and Learning Systems
2022-09 | Journal article
DOI: 10.1109/TNNLS.2021.3060494
Contributors: Huan Wang; Zhiliang Liu; Dandan Peng; Mei Yang; Yong Qin
Source: check_circle
Crossref

Long-range Dependencies Learning Based on Non-Local 1D-Convolutional Neural Network for Rolling Bearing Fault Diagnosis

Journal of Dynamics, Monitoring and Diagnostics
2022-04-12 | Journal article
DOI: 10.37965/jdmd.2022.53
Contributors: Huan Wang; Zhiliang Liu; Ting Ai
Source: check_circle
Crossref

Multitask Learning Based on Lightweight 1DCNN for Fault Diagnosis of Wheelset Bearings

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2020.3017900
Contributors: Zhiliang Liu; Huan Wang; Junjie Liu; Yong Qin; Dandan Peng
Source: check_circle
Crossref

Shaking Noise Elimination for Detecting Local Flaw in Steel Wire Ropes Based on Magnetic Flux Leakage Detection

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2021.3112792
Contributors: Liyuan Ren; Zhiliang Liu; Jianguo Zhou
Source: check_circle
Crossref

Early Change Detection in Dynamical Bearing Degradation Process Based on Hierarchical Graph Model and Adaptive Inputs Weighting Fusion

IEEE Transactions on Industrial Informatics
2021-05 | Journal article
DOI: 10.1109/TII.2020.3007653
Contributors: Shaohua Yang; Zhiliang Liu; Guoliang Lu
Source: check_circle
Crossref

Non-Invasive Force Measurement Based on Magneto-Elastic Effect for Steel Wire Ropes

IEEE Sensors Journal
2021-04-01 | Journal article
DOI: 10.1109/JSEN.2021.3054416
Contributors: Zhiliang Liu; Shunqi Liu; Chuan Xie; Guanghan Bai
Source: check_circle
Crossref

Fault Diagnosis of Steel Wire Ropes Based on Magnetic Flux Leakage Imaging Under Strong Shaking and Strand Noises

IEEE Transactions on Industrial Electronics
2021-03 | Journal article
DOI: 10.1109/TIE.2020.2973874
Contributors: Zuopu Zhou; Zhiliang Liu
Source: check_circle
Crossref

Anomaly Prediction: Successive Analysis for Healthy State Based on the Expansion to Remaining Useful Life

2021-03-11 | Other
DOI: 10.21203/rs.3.rs-268875/v1
Contributors: Yuhua Yin; Zhiliang Liu
Source: check_circle
Crossref

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

IEEE Transactions on Industrial Informatics
2020-09 | Journal article
DOI: 10.1109/TII.2019.2955540
Contributors: Huan Wang; Zhiliang Liu; Dandan Peng; Yong Qin
Source: check_circle
Crossref

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

IEEE Transactions on Industrial Informatics
2020-07 | Journal article
DOI: 10.1109/TII.2020.2967557
Contributors: Dandan Peng; Huan Wang; Zhiliang Liu; Wei Zhang; Ming J. Zuo; Jian Chen
Source: check_circle
Crossref

Modeling of the safe region based on support vector data description for health assessment of wheelset bearings

Applied Mathematical Modelling
2019-09 | Journal article
DOI: 10.1016/j.apm.2019.03.040
Contributors: Zhiliang Liu; Jinlong Kang; Xuejun Zhao; Ming J. Zuo; Yong Qin; Limin Jia
Source: check_circle
Crossref

Differential Equation-Based Prediction Model for Early Change Detection in Transient Running Status

Sensors
2019-01 | Journal article | Author
DOI: 10.3390/s19020412
Contributors: Xin Wen; Guangyuan Chen; Guoliang Lu; Zhiliang Liu; Peng Yan
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Time-frequency representation based on robust local mean decomposition for multicomponent AM-FM signal analysis

Mechanical Systems and Signal Processing
2017-10 | Journal article
DOI: 10.1016/j.ymssp.2017.03.035
Contributors: Zhiliang Liu; Yaqiang Jin; Ming J. Zuo; Zhipeng Feng
Source: check_circle
Crossref

Peer review (42 reviews for 19 publications/grants)

Review activity for Chinese journal of mechanical engineering. (6)
Review activity for Digital signal processing. (1)
Review activity for Engineering research express. (1)
Review activity for Frontiers of engineering management. (1)
Review activity for IEEE access : (1)
Review activity for IEEE internet of things journal. (1)
Review activity for IEEE sensors journal. (3)
Review activity for IEEE transactions on automation science and engineering. (3)
Review activity for IEEE transactions on cybernetics. (1)
Review activity for IEEE transactions on industrial electronics : (4)
Review activity for IEEE transactions on industrial informatics. (5)
Review activity for IEEE transactions on instrumentation and measurement. (2)
Review activity for IEEE transactions on neural networks and learning systems. (1)
Review activity for IEEE transactions on reliability. (3)
Review activity for IEEE transactions on vehicular technology. (1)
Review activity for Measurement. (1)
Review activity for Mechanical systems and signal processing. (3)
Review activity for Proceedings of the Institution of Mechanical Engineers. (1)
Review activity for Sensors. (3)
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