Zhiliang Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Topics

Adaptive Neural

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Electron.

IEEE Trans. Ind. Informatics

Publications

Aiyun Yan, Yuhang Zhao, Zhenlin Lu, Yongheng Pang, Shuowei Jin, Zhiliang Liu, Hongchao Xu, Huan He
An Online Fault Detection and Remaining Life Prediction Method Based on SVDD for Rolling Bearings. IEEE Trans. Instrum. Meas. 73 (2024)
Menghang Dai, Zhiliang Liu, Jinrui Wang, Ming Jian Zuo
Physics-driven feature alignment combined with dynamic distribution adaptation for three-cylinder drilling pump cross-speed fault diagnosis. Reliab. Eng. Syst. Saf. 251 (2024)
Feiyang Pan, Zhiliang Liu, Liyuan Ren, Ming Jian Zuo
Adaptive Local Flaw Detection Based on Magnetic Flux Leakage Images With a Noise Distortion Effect for Steel Wire Ropes. IEEE Trans. Ind. Electron. 71 (4) (2024)
Huan Wang, Wenjun Luo, Zhiliang Liu, Junhao Zhang, Ming Jian Zuo
Fourier Feature Refiner Network With Soft Thresholding for Machinery Fault Diagnosis Under Highly Noisy Conditions. IEEE Internet Things J. 11 (13) (2024)
Huan Wang, Xindan Wang, Yizhuo Yang, Konstantinos C. Gryllias, Zhiliang Liu
A Few-Shot Machinery Fault Diagnosis Framework Based on Self-Supervised Signal Representation Learning. IEEE Trans. Instrum. Meas. 73 (2024)
Zhiliang Liu, Liyuan Ren
Shaking Noise Exploration and Elimination for Detecting Local Flaws of Steel Wire Ropes Based on Magnetic Flux Leakages. IEEE Trans. Ind. Electron. 70 (4) (2023)
Chun Yang, Jiyang Zhang, Yang Chang, Jianxiao Zou, Zhiliang Liu, Shicai Fan
A Novel Deep Parallel Time-Series Relation Network for Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Yuhua Yin, Zhiliang Liu, Ming Jian Zuo, Zetong Zhou, Junhao Zhang
A Three-Dimensional Vibration Data Compression Method for Rolling Bearing Condition Monitoring. IEEE Trans. Instrum. Meas. 72 (2023)
Ting Ai, Zhiliang Liu, Jiyang Zhang, Honghao Liu, Yaqiang Jin, Ming Jian Zuo
Fully Simulated-Data-Driven Transfer-Learning Method for Rolling-Bearing-Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Jinrui Wang, Zongzhen Zhang, Zhiliang Liu, Baokun Han, Huaiqian Bao, Shanshan Ji
Digital twin aided adversarial transfer learning method for domain adaptation fault diagnosis. Reliab. Eng. Syst. Saf. 234 (2023)
Yuhua Yin, Zhiliang Liu, Junhao Zhang, Enrico Zio, Ming Jian Zuo
An Adaptive Sampling Framework for Life Cycle Degradation Monitoring. Sensors 23 (2) (2023)
Huan Wang, Zhiliang Liu, Dandan Peng, Mei Yang, Yong Qin
Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Zhiliang Liu, Chong Lin, Yun Shang
Prescribed-time adaptive neural feedback control for a class of nonlinear systems. Neurocomputing 511 (2022)
Jiyang Zhang, Jianxiao Zou, Zhiheng Su, Jianxiong Tang, Yuhao Kang, Hongbing Xu, Zhiliang Liu, Shicai Fan
A class-aware supervised contrastive learning framework for imbalanced fault diagnosis. Knowl. Based Syst. 252 (2022)
Huan Wang, Zhiliang Liu, Yipei Ge, Dandan Peng
Self-supervised signal representation learning for machinery fault diagnosis under limited annotation data. Knowl. Based Syst. 239 (2022)
Zuopu Zhou, Zhiliang Liu
Fault Diagnosis of Steel Wire Ropes Based on Magnetic Flux Leakage Imaging Under Strong Shaking and Strand Noises. IEEE Trans. Ind. Electron. 68 (3) (2021)
Yipei Ge, Huan Wang, Zhiliang Liu
Adversarial attack for deep-learning-based fault diagnosis models. QRS Companion (2021)
Zhiliang Liu, Huan Wang, Junjie Liu, Yong Qin, Dandan Peng
Multitask Learning Based on Lightweight 1DCNN for Fault Diagnosis of Wheelset Bearings. IEEE Trans. Instrum. Meas. 70 (2021)
Chengpeng Lu, Muchen Hou, Zhiliang Liu, Hengji Li, Chenyu Lu
Variation Characteristic of NDVI and its Response to Climate Change in the Middle and Upper Reaches of Yellow River Basin, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Junming Zhang, Zhen Tang, Jinfeng Gao, Li Lin, Zhiliang Liu, Haitao Wu, Fang Liu, Ruxian Yao
Automatic Detection of Obstructive Sleep Apnea Events Using a Deep CNN-LSTM Model. Comput. Intell. Neurosci. 2021 (2021)
Zhiliang Liu, Peng Shi, Bing Chen, Chong Lin
Control Design for Uncertain Switched Nonlinear Systems: Adaptive Neural Approach. IEEE Trans. Syst. Man Cybern. Syst. 51 (4) (2021)
Shaohua Yang, Zhiliang Liu, Guoliang Lu
Early Change Detection in Dynamical Bearing Degradation Process Based on Hierarchical Graph Model and Adaptive Inputs Weighting Fusion. IEEE Trans. Ind. Informatics 17 (5) (2021)
Yujie Wu, Yuhua Yin, Zetong Zhou, Zhiliang Liu
Fault Diagnosis of Vibration Data Acquisition System. CAA SAFEPROCESS (2021)
Liyuan Ren, Zhiliang Liu, Jianguo Zhou
Shaking Noise Elimination for Detecting Local Flaw in Steel Wire Ropes Based on Magnetic Flux Leakage Detection. IEEE Trans. Instrum. Meas. 70 (2021)
Dandan Peng, Huan Wang, Zhiliang Liu, Wei Zhang, Ming Jian Zuo, Jian Chen
Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition. IEEE Trans. Ind. Informatics 16 (7) (2020)
Zhiliang Liu, Bing Chen, Chong Lin
Adaptive neural quantized control for a class of switched nonlinear systems. Inf. Sci. 537 (2020)
Xiaohui Wei, Yuan Zhuang, Hongliang Li, Zhiliang Liu
Reliable stream data processing for elastic distributed stream processing systems. Clust. Comput. 23 (2) (2020)
Zhiliang Liu, Zengzhi Zou
Analysis of network topology and deployment mode of 5G wireless access network. Comput. Commun. 160 (2020)
Huan Wang, Zhiliang Liu, Dandan Peng, Yong Qin
Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (9) (2020)
Chengpeng Lu, Wei Ji, Zhiliang Liu, Shuheng Dong, Bing Xue
Synergistic Evaluation and Constraint Factor Analysis on Urban Industrial Ecosystems of Traditional Industrial Area in China. Complex. 2020 (2020)
Dandan Peng, Zhiliang Liu, Huan Wang, Yong Qin, Limin Jia
A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains. IEEE Access 7 (2019)
Yun Shang, Bing Chen, Chong Lin, Zhiliang Liu
Distributed Adaptive Tracking Control for a Class of High-order Uncertain Nonlinear Multi-agent Systems via Neural Approximation Approach. ASCC (2019)
Xin Wen, Guangyuan Chen, Guoliang Lu, Zhiliang Liu, Peng Yan
Differential Equation-Based Prediction Model for Early Change Detection in Transient Running Status. Sensors 19 (2) (2019)
Leyuan Fang, Zhiliang Liu, Weiwei Song
Deep Hashing Neural Networks for Hyperspectral Image Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 16 (9) (2019)
Yun Shang, Bing Chen, Chong Lin, Zhiliang Liu
Adaptive Tracking Control for a Class of Uncertain Nonlinear Multi-Agent Systems With Input Quantization Based on Neural Approach. IEEE Access 7 (2019)
Zhiliang Liu, Bing Chen, Chong Lin, Yun Shang
Adaptive Neural Constraint Output Control for a Class of Quantized Input Switched Nonlinear System. IEEE Access 7 (2019)
Dandan Peng, Zhiliang Liu, Ronghui Li, Yongbo Li
Improved Empirical AM and FM Demodulation for Mono-component Signals. ICPHM (2018)
Yaqiang Jin, Zhiliang Liu, Dandan Peng, Jinlong Kang, Jianming Ding
Informative frequency band selection based on a new indicator: Accuracy rate. J. Intell. Fuzzy Syst. 34 (6) (2018)
Xuejun Zhao, Yong Qin, Linlin Kou, Zhiliang Liu
Understanding real faults of axle box bearings based on vibration data using decision tree. ICPHM (2018)
Yongbo Li, Xianzhi Wang, Zhiliang Liu, Shubin Si
A fault diagnosis method of planetary gearbox under variable speed condition using Vold-Kalman filter and Laplacian score. ICPHM (2018)
Zhiliang Liu, Bing Chen, Chong Lin
Output-feedback control design for switched nonlinear systems: Adaptive neural backstepping approach. Inf. Sci. (2018)
Zhiliang Liu, Bing Chen, Chong Lin, Li Zhang
Observer-based adaptive fuzzy control of switched nonlinear systems under arbitrary switchings. ASCC (2017)
Zhiliang Liu, Bing Chen, Chong Lin
Adaptive Neural Backstepping for a Class of Switched Nonlinear System Without Strict-Feedback Form. IEEE Trans. Syst. Man Cybern. Syst. 47 (7) (2017)
Zhiliang Liu
Fast kernel feature ranking using class separability for big data mining. J. Supercomput. 72 (8) (2016)
Zhiliang Liu, Ming Jian Zuo, Xiaomin Zhao, Hongbing Xu
An Analytical Approach to Fast Parameter Selection of Gaussian RBF Kernel for Support Vector Machine. J. Inf. Sci. Eng. 31 (2) (2015)
Zhiliang Liu, Xiaomin Zhao, Ming Jian Zuo, Hongbing Xu
Feature selection for fault level diagnosis of planetary gearboxes. Adv. Data Anal. Classif. 8 (4) (2014)
Zhiliang Liu, Xiaomin Zhao, Jianxiao Zou, Hongbing Xu
A Semi-Supervised Approach Based on k-Nearest Neighbor. J. Softw. 8 (4) (2013)
Zhiliang Liu, Xin Lu, Peng Peng
Comparison of two mathematical models for predicting the fallout hazard from terrorist nuclear detonations. EMEIT (2011)
Qiang Wei, Dancheng Li, Cheng Liu, Binsheng Liu, Zhiliang Liu
Converting Digital Image to SVG for User Interaction. ICAIC (1) (2011)
Xin Lu, Zhiliang Liu, Peng Peng, Guoqing Wu
Comparison of two filter media for nuclear, chemical and biological filter applications. EMEIT (2011)
Chun-Yan Han, Yixian Liu, Ji-Peng Liu, Zhiliang Liu, Dancheng Li, Zhiliang Zhu, Jingde Cheng
Logic basis for anticipatory reasoning-reacting systems with three-dimensional moving objects. ICMLC (2010)