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Pengfei Liang

yanshan university

26H-index
92Paper Count
2.9KCitation Count
Published Papers 39
Publication Date
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A diagnostic method for impeller wear fault in slurry pumps based on Theil entropy-impact energy fusion and linear frequency modulation optimization
errStructural Health Monitoring-An International Journal
IF5.7
err2026-04-05
err0
PREAI
errDongming Hou; Wei Tang; Jinzhen Kong; Pengfei Liang; Yang Chang; Xiaoyang Bi; Zewen Yang
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errSave
MCWTFN: An Interpretable Time–Frequency Network Based on Multicomplex Wavelet Fusion for Compound Fault Diagnosis
errIEEE Internet of Things Journal
IF8.9
err2026-03-23
err0
PREAI
errJunhui Hu; Lijie Zhang; Fengshou Gu; Yingjie Gao; Pengfei Liang
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errSave
Pressure-only diagnosis of external gear pumps via ground-test modality augmentation and physics-guided feature enhancement
errExpert Systems with Applications
IF7.5
err2026-02-27
err0
PREAI
errXiaochuan Li; Jinyang Wang; Juan Xu; Xu Ding; Pengfei Liang; David Mba; Chuan Li
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errSave
Cross-domain diagnosis of cardiovascular disease from heart sound signals based on Mel-spectrogram and deep causal learning networks
errBiomedical Signal Processing and Control
IF4.9
err2026-02-23
err0
PREAI
errSuiyan Wang; Jianwei Zheng; Ping Xie; Zijian Qiao; Xiaoming Yuan; Pengfei Liang
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errSave
An open-source code of the full-waveform inversion method verified by the synthetic GPR data to monitor the CO2 flooding
errJOURNAL OF GEOPHYSICS AND ENGINEERING
IF1.7
err2025-12-01
err0
errOAAI
errZhen, Qihui; Di, Qingyun; Liang, Pengfei; Zhang, Shun
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errSave
MSA-GCN: A Multi-Modal Spatiotemporal Attention Graph Convolutional Network for Robust Bearing Fault Diagnosis in Noisy Environments
errApplied Soft Computing
IF6.6
err2025-11-20
err0
PREAI
errYing Li; Xiaoping Liu; Pengfei Liang; Bin Wang; Xiaoming Yuan; Lijie Zhang
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errSave
A dual model joint learning framework for intelligent fault diagnosis of rotating machinery under noisy labels
errAdvanced Engineering Informatics
IF9.9
err2025-11-02
err0
PREAI
errSuiyan Wang; Jiaye Tian; Jitong Zhang; Haonan Yang; Xiaoming Yuan; Pengfei Liang
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errSave
Physically interpretable Stockwell weight initialization and adaptive fusion average threshold for intelligent fault diagnosis of rolling bearing under noisy environment
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-04
err0
PREAI
errLijie Zhang; Junhui Hu; Pengfei Liang; Xuefang Xu; Guoqiang Li; Zhongliang Xie; Suiyan Wang
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errSave
MSSCNN: An intelligent heart disease diagnosis method based on heart sound signals under limited data
errApplied Acoustics
IF3.6
err2025-07-29
err0
PREAI
errSuiyan Wang; Xiangfeng Wang; Pengfei Liang; Yang Liu; Zhongliang Xie; Xiaoming Yuan
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errSave
An improved lightweight residual network model deployed on the edge device for the unsupervised cross-domain fault diagnosis
errExpert Systems with Applications
IF7.5
err2025-07-20
err0
PREAI
errChangbo He; Qi Meng; Xuefang Xu; Peng Chen; Pengfei Liang; Jiahui Cao
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errSave
Semi-supervised multi-adversarial domain-adaptive fault diagnosis for hydraulic pumps from pressure simulation data to experimental data
errAdvanced Engineering Informatics
IF9.9
err2025-07-19
err0
PREAI
errSiyuan Liu; Yongqiang Zhang; Chao Ai; Pengfei Liang
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errSave
DiT-SFDA: A source-free domain adaptation method for intelligent diagnosis of cardiovascular diseases with limited heart sound samples
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-06-06
err0
PREAI
errWang, Suiyan; Liu, Yang; Liu, Zhixiang; Yuan, Xiaoming; Ji, Yun; Liang, Pengfei
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errSave
Enhancing robustness of cross-machine fault diagnosis via an improved domain adversarial neural network and self-adversarial training
errMEASUREMENT
IF5.6
err2025-02-01
err0
PREAI
errWang, Bin; Liang, Pengfei; Zhang, Lijie; Wang, Xiangfeng; Yuan, Xiaoming; Zhou, Zhouhui
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errSave
An In Situ Vibration Monitoring for a Special-Structure Bearing
errIEEE SENSORS JOURNAL
IF4.5
err2025-01-15
err0
PREAI
errXie, Zhongliang; Zhao, Bin; Lu, Kuan; Zhou, Kai; Du, Peng; Liang, Pengfei; Xu, Fangcheng
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errSave
SRSGCN: A novel multi-sensor fault diagnosis method for hydraulic axial piston pump with limited data
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-01-01
err1
PREAI
errLiang, Pengfei; Wang, Xiangfeng; Ai, Chao; Hou, Dongming; Liu, Siyuan
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errSave
A novel interpretable semi-supervised graph learning model for intelligent fault diagnosis of hydraulic pumps
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-12-01
err0
PREAI
errLi, Ying; Zhang, Lijie; Liu, Siyuan; Wang, Xiangfeng; Sun, Chenghang; Liang, Pengfei; Yuan, Xiaoming
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errSave
Anti-inflammatory potential of mycoprotein peptides obtained from fermentation of Schizophyllum commune DS1 with young apples
errINTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES
IF8.5
err2024-11-01
err0
PREAI
errJi, Zhengmei; Ma, Wenjun; Liang, Pengfei; Wang, Xiaoyu; Zhang, Shuai; Han, Yanhui; Guo, Yurong
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errSave
Semi-supervised meta-path space extended graph convolution network for intelligent fault diagnosis of rotating machinery under time-varying speeds
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-11-01
err7
PREAI
errLi, Ying; Zhang, Lijie; Liang, Pengfei; Wang, Xiangfeng; Wang, Bin; Xu, Leitao
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errSave
Intelligent fault diagnosis of rolling bearing based on an active federated local subdomain adaptation method
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-10-01
err3
PREAI
errYuan, Xiaoming; Shi, Dongling; Shi, Nian; Li, Ying; Liang, Pengfei; Zhang, Lijie; Zheng, Zhi
errShare
errSave
Multi-source domain adaptation using diffusion denoising for bearing fault diagnosis under variable working conditions
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-10-01
err1
PREAI
errXu, Xuefang; Yang, Xu; Qiao, Zijian; Liang, Pengfei; He, Changbo; Shi, Peiming
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Chuan Li
H-index: 68 · Papers: 698
F
Fengshou Gu
H-index: 55 · Papers: 954
N
Na Li
H-index: 55 · Papers: 683
吴
吴军 (Jun Wu)
H-index: 51 · Papers: 432
D
David Mba
H-index: 45 · Papers: 539
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