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Siliang Lu

Anhui University

38H-index
157Paper Count
4.7KCitation Count
Published Papers 71
Publication Date
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Edge Computing-Enabled Machine Fault Diagnosis Based on a Multi-Spike Encoded Lightweight Transformer
errIEEE Transactions on Transportation Electrification
IF8.3
err2026-10-13
err0
PREAI
errXianhong Wu; Zhiyong Hu; Mengxin Wang; Juncai Song; Xiaoxian Wang; Hairen Shi; Dong Wang; Siliang Lu
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WO-AMNAD: A novel angular deconvolution approach for bearing fault identification under time-varying speed conditions
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-10-09
err0
PREAI
errMaokang Zheng; Hao Yan; Xinrui Guo; Changbo He; Ming Fu; Siliang Lu
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MSTF-SNN: A Brain-Inspired Low-Power Spiking Neural Network for Demagnetization Fault Diagnosis of PMSLMs in Industrial Internet of Things
errIEEE Internet of Things Journal
IF8.9
err2026-10-02
err0
PREAI
errZhi Peng; Juncai Song; Zhiyong Hu; Zhongping Zhai; Siliang Lu; Xiaoxian Wang
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errSave
A Lightweight Model Based on Time-Frequency Enhancement and Multi-Sensor Fusion for Motor Fault Diagnosis
errIEEE Sensors Journal
IF4.5
err2026-09-28
err0
PREAI
errSiliang Lu; Mengxuan Tang; Juncai Song; Xiaoxian Wang; Zhiyong Hu; Zhi Peng; Lijun Wang
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Magnetic Noise Reconstruction and Signal Denoising via a Central–Satellite Sensor Array and Attention–Enhanced Conditional GAN
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-07-30
err0
PREAI
errXiaoxian Wang; Zongze Qiu; Zhangliang Xiong; Juncai Song; Siliang Lu; Hairen Shi; Changbo He
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State of health estimation for lithium-ion batteries using graph-structured micro-voltage segments
errJournal of Energy Storage
IF9.8
err2026-07-23
err0
PREAI
errHang Wang; Baoshuan Qiao; Xiaoxian Wang; Zhiyong Hu; Zhongping Zhai; Yongbin Liu; Siliang Lu
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errSave
Power quality disturbances classification based on pattern image deep fusion on edge computing node
errMeasurement
IF5.6
err2026-07-14
err0
PREAI
errSong, Juncai; Jiang, Qianqian; Wu, Jing; Peng, Zhi; Duan, Zhangling; Huang, Linsheng; Wang, Xiaoxian; Lu, Siliang
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errSave
Motor Resolver Eccentricity Detection Based on Improved Lightweight Feature Fusion Model
errIEEE Transactions on Reliability
IF5.7
err2026-06-18
err0
PREAI
errSiliang Lu; Xu Zhou; Jian Kong; Zhi Peng; Hairen Shi; Juncai Song
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errSave
Torque Calculation Error Compensation for Spherical Reluctance Motor Based on Dynamic Weighted PSO-GWO
errIEEE Transactions on Energy Conversion
IF5.4
err2026-03-25
err0
PREAI
errMingfeng Shi; Qunjing Wang; Huanyu Zhao; Shihao Gao; Yongbin Liu; Siliang Lu
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SOH estimation and prediction of lithium-ion batteries based on a physically constrained hybrid neural network
errJournal of Energy Storage
IF9.8
err2026-01-17
err0
PREAI
errZhiyong Hu; Zixian Wu; Xiaoxian Wang; Juncai Song; Siliang Lu
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A confident cross-domain mixup–based network with dynamic label-distribution-aware margin regularization for bearing fault diagnosis under variable working conditions
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-06
err0
PREAI
errChangbo He; Zengyang Fu; Peng Chen; Xuefang Xu; Alessandro Paolo Daga; Siliang Lu
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errSave
DPMSLM Demagnetization Fault Diagnosis Based on Deep Feature Fusion of External Stray Flux Signal
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-01-01
err0
PREAI
errSong, Juncai; Li, Fei; Zhao, Jiwen; Wang, Lijun; Wu, Xianhong; Wang, Xiaoxian; Zhang, Yu; Lu, Siliang
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errSave
Power Quality Disturbances Recognition via Lightweight Deep Learning Framework Integrated With Time-Frequency Analysis Embedded
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errJuncai Song; Yuting Wang; Yuan Gao; Hong Ye; Dengzhou Fang; Xiaoxian Wang; Zhiyong Hu; Siliang Lu
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errSave
Robust optimized weights spectrum: Enhanced interpretable fault feature extraction method by solving frequency fluctuation problem
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-01-01
err0
PREAI
errWang, Yu; Wang, Dong; Hou, Bingchang; Lu, Siliang; Peng, Zhike
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errSave
Diagnosis of High-Resistance Connection Faults in PMSMs Based on GMR and Deep Learning
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2024-07-01
err2
PREAI
errCao, Wenping; Li, Haohua; Hu, Cungang; Wang, Hui; Huang, Rongqing; Lu, Siliang; Huang, Xiaoyan
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errSave
DPMSLM Eccentricity Fault Detection Based on Multiview of Mystery Curve Transformation and Deep Feature Extraction
errIEEE SENSORS JOURNAL
IF4.5
err2024-06-01
err1
PREAI
errSong, Juncai; Qian, Long; Wu, Xianhong; Wu, Jing; Lu, Siliang; Wang, Xiaoxian
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Air gap flux density measurement of PMSLM based on TMR sensing external stray magnetic field and CNN-LSTM
errMEASUREMENT
IF5.6
err2024-05-01
err3
PREAI
errWu, Xianhong; Song, Juncai; Duan, Zhangling; Wang, Xiaoxian; Ding, Wei; Wu, Jing; Lu, Siliang
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errSave
Diagnosis of Interturn Short Circuit Fault in BLDCM Based on Coupled High-Frequency Signal Injection
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err0
PREAI
errWang, Hui; Wu, Zhenyu; Zhou, Fatang; Cao, Wenping; Hu, Cungang; Lu, Siliang
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errSave
PMSLM Eccentricity Fault Diagnosis Based on Deep Feature Fusion of Stray Magnetic Field Signals
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err5
PREAI
errSong, Juncai; Wu, Xianhong; Qian, Long; Lv, Wenjun; Wang, Xiaoxian; Lu, Siliang
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errSave
Analysis of Inter-Turn Short-Circuit Faults in Brushless DC Motors Based on Magnetic Leakage Flux and Back Propagation Neural Network
errIEEE TRANSACTIONS ON ENERGY CONVERSION
IF5.4
err2023-12-01
err8
PREAI
errCao, Wenping; Huang, Rongqing; Wang, Hui; Lu, Siliang; Hu, Yawei; Hu, Cungang; Huang, Xiaoyan
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Research Directions

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Co-authors
Cooperation Journals
L
Lei Shu
H-index: 83 · Papers: 856
R
Ruqiang Yan
H-index: 82 · Papers: 574
王君 cover
王君 (Jun Wang)
H-index: 81 · Papers: 4.6K
王栋 cover
王栋 (Dong Wang)
H-index: 70 · Papers: 1.1K
J
Jiawei Xiang
H-index: 57 · Papers: 515
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