Liang Guo

37 papers C 1Journal 34Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DFS-TSPML: Distribution Feature Screening and Three-Stage Physical Information Meta-Learning for Multi-Condition Tool Wear Monitoring.
IEEE Trans Autom. Sci. Eng.
Yuncong Lei, Changgen Li, Zhichao You, Ao Cao, Liang Guo, Hongli Gao
2026 J jnl
Discriminative Condition-Guided Generative Model for Induction Motor Fault Diagnosis With Limited Data.
IEEE Trans. Ind. Informatics
Xin Chen, Zaigang Chen, Junsheng Xin, Liang Guo, Wanming Zhai
2025 J jnl
Brownian Distance Covariance-Based Few-Shot Learning Framework Considering Noisy Labels for Fault Diagnosis of Train Transmission Systems.
IEEE Trans. Ind. Informatics
Ao Ding, Yong Qin, Biao Wang, Han Liu, Dawei Chen, Lin Tao, Liang Guo
2025 J jnl
Clustering Weighted Envelope Spectrum for Rolling Bearing Fault Diagnosis.
IEEE Trans Autom. Sci. Eng.
Tao Chen, Liang Guo, Hongli Gao, Tingting Feng, Yaoxiang Yu
2024 J jnl
A new nonlinear ensemble framework based on dynamic-matched weights for tool remaining useful life prediction.
Eng. Appl. Artif. Intell.
Tingting Feng, Liang Guo, Tao Chen, Hongli Gao
2024 J jnl
An Analysis Method for Interpretability of Convolutional Neural Network in Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Liang Guo, Xi Gu, Yaoxiang Yu, Andongzhe Duan, Hongli Gao
2024 J jnl
FedCAE: A New Federated Learning Framework for Edge-Cloud Collaboration Based Machine Fault Diagnosis.
IEEE Trans. Ind. Electron.
Yaoxiang Yu, Liang Guo, Hongli Gao, Yichen He, Zhichao You, Andongzhe Duan
2024 J jnl
GMM-BinSeg: A Data Segmentation Method for CFRP/Aluminum Stacks Drilling- Countersinking Monitoring Signal.
IEEE Trans. Instrum. Meas.
Changgen Li, Yuncong Lei, Liang Guo, Enrico Zio, Hongli Gao, Baocheng Yang
2024 J jnl
Slice-Oriented Signal Probability Distribution Measure for Wind Turbine Generator Bearing Condition Monitoring Under Variable Speed Conditions.
IEEE Trans. Ind. Informatics
Guangyao Zhang, Yi Wang, Liang Guo, Yi Qin, Baoping Tang, Haidong Shao
2023 J jnl
A New Method for Rolling Bearing Condition Evaluation Method Under Varying Speeds.
IEEE Trans. Instrum. Meas.
Xi Gu, Yaoxiang Yu, Kexin Hou, Liang Guo, Hongli Gao
2023 J jnl
A Novel Evaluation Metric Based on Dispersion of Wear Distance for In Situ Tool Condition Monitoring.
IEEE Trans. Instrum. Meas.
Zhichao You, Shichao Li, Changgen Li, Hongli Gao, Liang Guo, Yuekai Liu
2023 J jnl
A degradation-shock dependent competing failure processes based method for remaining useful life prediction of drill bit considering time-shifting sudden failure threshold.
Reliab. Eng. Syst. Saf.
Tingting Feng, Shichao Li, Liang Guo, Hongli Gao, Tao Chen, Yaoxiang Yu
2023 C conf
A new bearing health indicator for quantitative estimation of fault degree.
SAFEPROCESS
Weipeng Ma, Liang Guo, Yaoxiang Yu, Kexin Hou, Hong Zeng, Hongli Gao
2023 J jnl
Vision-Based Defect Measurement of Drilled CFRP Composites Using Double-Light Imaging.
IEEE Trans. Instrum. Meas.
Changgen Li, Yuncong Lei, Zhichao You, Liang Guo, Enrico Zio, Hongli Gao
2022 J jnl
Adversarial domain adaptation network with pseudo-siamese feature extractors for cross-bearing fault transfer diagnosis.
Eng. Appl. Artif. Intell.
Qunwang Yao, Quan Qian, Yi Qin, Liang Guo, Fei Wu
2022 J jnl
Automatically Designing Network-Based Deep Transfer Learning Architectures Based on Genetic Algorithm for In-Situ Tool Condition Monitoring.
IEEE Trans. Ind. Electron.
Yuekai Liu, Yaoxiang Yu, Liang Guo, Hongli Gao, Yongwen Tan
2022 J jnl
Multiple Activation Functions and Data Augmentation-Based Lightweight Network for In Situ Tool Condition Monitoring.
IEEE Trans. Ind. Electron.
Zhichao You, Hongli Gao, Shichao Li, Liang Guo, Yuekai Liu, Jingbo Li
2022 J jnl
Multisource Partial Transfer Network for Machinery Fault Diagnostics.
IEEE Trans. Ind. Electron.
Yaoxiang Yu, Liang Guo, Yongwen Tan, Hongli Gao, Jiangquan Zhang
2022 J jnl
Online Remaining Useful Life Prediction of Milling Cutters Based on Multisource Data and Feature Learning.
IEEE Trans. Ind. Informatics
Liang Guo, Yaoxiang Yu, Hongli Gao, Tingting Feng, Yuekai Liu
2022 J jnl
PCWGAN-GP: A New Method for Imbalanced Fault Diagnosis of Machines.
IEEE Trans. Instrum. Meas.
Yaoxiang Yu, Liang Guo, Hongli Gao, Yuekai Liu
2022 J jnl
Pareto-Optimal Adaptive Loss Residual Shrinkage Network for Imbalanced Fault Diagnostics of Machines.
IEEE Trans. Ind. Informatics
Yaoxiang Yu, Liang Guo, Hongli Gao, Yuekai Liu, Tingting Feng
2022 J jnl
Reconstruction Domain Adaptation Transfer Network for Partial Transfer Learning of Machinery Fault Diagnostics.
IEEE Trans. Instrum. Meas.
Liang Guo, Yaoxiang Yu, Yuekai Liu, Hongli Gao, Tao Chen
2022 J jnl
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint.
Neural Comput. Appl.
Wenxin Wu, Liang Guo, Hongli Gao, Zhichao You, Yuekai Liu, Zhiqiang Chen
2021 — conf
A Transfer Learning Based Method for Incipient Fault Detection.
ICPS
Changgen Li, Liang Guo, Hongli Gao, Junhao Yang, Xun Dong, Zhichao You
2021 J jnl
Deep Coupled Joint Distribution Adaptation Network: A Method for Intelligent Fault Diagnosis Between Artificial and Real Damages.
IEEE Trans. Instrum. Meas.
Yongwen Tan, Liang Guo, Hongli Gao, Li Zhang
2021 J jnl
Optimal Motion Planning for Differential Drive Mobile Robots based on Multiple-Interval Chebyshev Pseudospectral Methods.
Robotica
Run Mao, Hongli Gao, Liang Guo
2021 J jnl
Similarity-Measured Isolation Forest: Anomaly Detection Method for Machine Monitoring Data.
IEEE Trans. Instrum. Meas.
Changgen Li, Liang Guo, Hongli Gao, Yi Li
2020 J jnl
A Data-Flow Oriented Deep Ensemble Learning Method for Real-Time Surface Defect Inspection.
IEEE Trans. Instrum. Meas.
Yuekai Liu, Hongli Gao, Liang Guo, Aoping Qin, Canyu Cai, Zhichao You
2020 J jnl
Deep Cost Adaptive Convolutional Network: A Classification Method for Imbalanced Mechanical Data.
IEEE Access
Xun Dong, Hongli Gao, Liang Guo, Kesi Li, Andongzhe Duan
2020 J jnl
Deep Focus Parallel Convolutional Neural Network for Imbalanced Classification of Machinery Fault Diagnostics.
IEEE Trans. Instrum. Meas.
Andongzhe Duan, Liang Guo, Hongli Gao, Xiangdong Wu, Xun Dong
2020 J jnl
Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery.
Neurocomputing
Biao Wang, Yaguo Lei, Tao Yan, Naipeng Li, Liang Guo
2019 J jnl
Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data.
IEEE Trans. Ind. Electron.
Liang Guo, Yaguo Lei, Saibo Xing, Tao Yan, Naipeng Li
2018 J jnl
A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines.
Neurocomputing
Feng Jia, Yaguo Lei, Liang Guo, Jing Lin, Saibo Xing
2018 J jnl
Machinery health indicator construction based on convolutional neural networks considering trend burr.
Neurocomputing
Liang Guo, Yaguo Lei, Naipeng Li, Tao Yan, Ningbo Li
2017 J jnl
A recurrent neural network based health indicator for remaining useful life prediction of bearings.
Neurocomputing
Liang Guo, Naipeng Li, Feng Jia, Yaguo Lei, Jing Lin
2017 J jnl
Remaining Useful Life Prediction Based on a General Expression of Stochastic Process Models.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Liang Guo, Tao Yan, Jing Lin
2010 — conf
Life prediction of CNC linear rolling guide based on DFNN performance degradation model.
FSKD
Baiquan Huang, Hongli Gao, Mingheng Xu, Xixi Wu, Min Zhao, Liang Guo