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J

Jiafu Wan

School of Mechanical and Automotive Engineering

66H-index
247Paper Count
2.1WCitation Count
Published Papers 107
Publication Date
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Dynamic feature selection for compound fault diagnosis of diesel engines based on embodied intelligence: a DQN method fused with hierarchical feature pre-screening
errJournal of Industrial Information Integration
IF11.6
err2026-08-14
err0
PREAI
errXin Zhao; Wenjie Liu; Jiafu Wan; Yangyu Zhao
errShare
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Convergence of Reinforcement Learning and Time-Sensitive Networking for Future Industrial AI Agent Communication: Fundamentals, Challenges, and Opportunities
errieee communications surveys & tutorials
IF0
err2026-05-06
err0
PREAI
errNan Zhou; Yingfei Yao; Xiaojun Liang; Shunchun Yao; Jiafu Wan; Chunhua Yang; Weihua Gui; Wen Gao
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errSave
Perspectives and prospects on embodied intelligence-empowered smart manufacturing
errJournal of Intelligent Manufacturing
IF7.4
err2026-01-06
err0
PREAI
errLuo Fang; Jianhua Shi; Ligang Wu; Jinbiao Tan; Jiafu Wan
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errSave
Multi-agent collaboration mechanisms based on distributed online meta-learning for mass personalization
errJOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
IF11.6
err2025-07-01
err0
PREAI
errLuo, Ziren; Li, Di; Wan, Jiafu; Wang, Shiyong; Wang, Ge; Cheng, Minghao; Li, Ting
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errSave
A novel method for variable-speed mechanical fault diagnosis using sparse threshold graph and adaptive loss weighting
errAdvanced Engineering Informatics
IF9.9
err2025-06-25
err0
PREAI
errHaidong Shao; Yi Gao; Hongyi Qu; Jiafu Wan; Bin Liu
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errSave
Contrastive prototype guided federated learning for rotating machinery fault diagnosis under spatio-temporal domain shift
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-06-01
err0
PREAI
errFanga, Luo; Shi, Jianhua; Qu, Hongyi; Safran, Mejdl; Tana, Jinbiao; Wan, Jiafu
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errSave
HARBOR: Harnessing Bandwidth, Computation, and Batch for Fair QoE Having Collaborative Edge-AI Services in Industrial CPS
errIEEE Journal on Selected Areas in Communications
IF17.2
err2025-05-30
err0
PREAI
errLong Chen; Shaojie Zheng; Jigang Wu; Hong-Ning Dai; Dusit Niyato; Jiafu Wan; Jiale Huang
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errSave
A Scalable Cloud-Edge Collaborative Approach for Intelligent Low-Code Fault Diagnosis: Successful Applications of Agile Migration Deployment in Heterogeneous Fault Diagnosis Scenarios
errIEEE INDUSTRIAL ELECTRONICS MAGAZINE
IF4.1
err2024-12-01
err1
PREAI
errFang, Luo; Wan, Jiafu; Cai, Hu; Wang, Shiyong; Pang, Zhibo; Safran, Mejdl; Alqahtani, Salman A.
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errSave
Blockchain-Based Data Security and Sharing for Resource-Constrained Devices in Manufacturing IoT
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-08-01
err4
PREAI
errTan, Jinbiao; Shi, Jianhua; Wan, Jiafu; Dai, Hong-Ning; Jin, Jiong; Zhang, Rui
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errSave
Digital Twins for Discrete Manufacturing Lines: A Review
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2024-04-26
err1
errOAAI
errFeng, Xianqun; Wan, Jiafu
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errSave
Unlocking the power of industrial artificial intelligence towards Industry 5.0: Insights, pathways, and challenges
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2024-04-01
err27
PREAI
errLeng, Jiewu; Zhu, Xiaofeng; Huang, Zhiqiang; Li, Xingyu; Zheng, Pai; Zhou, Xueliang; Mourtzis, Dimitris; Wang, Baicun; Qi, Qinglin; Shao, Haidong; Wan, Jiafu; Chen, Xin; Wang, Lihui; Liu, Qiang
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errSave
Smart manufacturing enabled by intelligent technologies
errINTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
IF4
err2024-01-18
err1
errOAAI
errLu, Yuqian; Wang, Lihui; Nassehi, Aydin; Wan, Jiafu
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errSave
Intelligent Manufacturing From the Perspective of Industry 5.0: Application Review and Prospects
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errLei, Ziang; Shi, Jianhua; Luo, Ziren; Cheng, Minghao; Wan, Jiafu
errShare
errSave
Component integration manufacturing middleware for customized production
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-01-01
err2
PREAI
errLuo, Ziren; Li, Di; Wan, Jiafu; Wang, Shiyong; Wang, Ge; Cheng, Minghao; Li, Ting
errShare
errSave
Selective Feature Reinforcement Network for Robust Remote Fault Diagnosis of Wind Turbine Bearing Under Non-Ideal Sensor Data
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err6
PREAI
errTan, Jinbiao; Wan, Jiafu; Chen, Baotong; Safran, Mejdl; Alqahtani, Salman A.; Zhang, Rui
errShare
errSave
An Ensemble Data-Model-Label Three-Level Regularization Framework for Imbalanced Intelligent Fault Diagnosis
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2024-01-01
err0
PREAI
errLuo, Yixiong; Shi, Jianhua; Tan, Jinbiao; Ren, Zijie; Wan, Jiafu; Safran, Mejdl; Alqahtani, Salman A.
errShare
errSave
ROP-GAN: an image synthesis method for retinopathy of prematurity based on generative adversarial network
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2023-10-06
err3
PREAI
errHou, Ning; Shi, Jianhua; Ding, Xiaoxuan; Nie, Chuan; Wang, Cuicui; Wan, Jiafu
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errSave
Towards trustworthy rotating machinery fault diagnosis via attention uncertainty in transformer
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2023-10-01
err94
errOAAI
errXiao, Yiming; Shao, Haidong; Feng, Minjie; Han, Te; Wan, Jiafu; Liu, Bin
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errSave
A Lightweight and Multisource Information Fusion Method for Real-Time Monitoring of Lump Coal on Mining Conveyor Belts
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2023-09-04
err5
errOAAI
errWu, Ligang; Zhang, Liang; Chen, Le; Shi, Jianhua; Wan, Jiafu
errShare
errSave
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-09-01
err141
PREAI
errShao, Haidong; Li, Wei; Cai, Baoping; Wan, Jiafu; Xiao, Yiming; Yan, Shen
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
A
Athanasios V. Vasilakos
H-index: 132 · Papers: 1.1K
M
Mohsen Guizani
H-index: 126 · Papers: 2.0K
V
Victor C. M. Leung
H-index: 116 · Papers: 2.3K
陈
陈敏 (Min Chen)
H-index: 105 · Papers: 1.5K
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