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Z

Zhigang Tian

university of alberta

45H-index
234Paper Count
6.9KCitation Count
Published Papers 69
Publication Date
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Cross-attention conditional diffusion for magnetic flux leakage signal synthesis and pipeline defect uncertainty analysis
errMeasurement
IF5.6
err2026-03-21
err0
errOAAI
errHao Wu; Yinuo Chen; Yifei Wang; Hengyu Liu; Zhigang Tian; Mingjian Zuo
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errSave
Optimization of cold plates with asymmetric heat sources via a diffusion-model-driven digital twin
errStructural and Multidisciplinary Optimization
IF4
err2026-03-17
err0
errOAAI
errHao Wu; Jacob Coaty; Yuwei Zong; Kaveh Azar; Majid Minary-Jolandan; Zhigang Tian; Yanwen Xu
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errSave
Asset-Criticality-Guided Optimization for Rotating Machinery Maintenance Decision-Making Considering the Benefits of Using Prognostic Techniques
errReliability Engineering & System Safety
IF11
err2025-12-04
err0
errOAAI
errYifei Wang; Rui He; Xingkai Yang; Zhigang Tian
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errSave
A Generative Modeling Method to Quantify the Long-Term Benefit of Neural-Network-based RUL Predictions to Maintenance
errReliability Engineering & System Safety
IF11
err2025-11-21
err0
PREAI
errRui He; Xingchen Liu; Yifei Wang; Zhigang Tian; Mingjian Zuo; Zhi-Sheng Ye
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errSave
A novel method for identifying sudden degradation changes in remaining useful life prediction for bearing
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-06-01
err0
errOAAI
errChen, Xianhua; Tian, Zhigang
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errSave
Physics-guided ODE neural network for high-fidelity gearbox dynamics modeling based on vibration measurements
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-06-01
err0
errOAAI
errHe, Rui; Yang, Xingkai; Wang, Yifei; Tian, Zhigang; Zuo, Mingjian; Ye, Zhisheng
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errSave
Fracture mechanical behaviour and energy variation of SCC samples with different crack spacings under dynamic loading
errTheoretical and Applied Fracture Mechanics
IF5.6
err2025-05-30
err0
PREAI
errRi-hong Cao; Hailong Yu; Chaoyi Yang; Xianyang Qiu; Hang Lin; Zhigang Tian
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errSave
Chronic hepatitis B virus infection imbalances short-chain fatty acids and amino acids in the liver and gut via microbiota modulation
errGUT PATHOGENS
IF4
err2025-04-05
err0
errOAAI
errZhang, Wendi; Wu, Yuwei; Cheng, Min; Wei, Haiming; Sun, Rui; Peng, Hui; Tian, Zhigang; Chen, Yongyan
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errSave
Wear and life predictions for bearings considering simulation-to-reality variability
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-04-01
err1
PREAI
errHe, Rui; Koenig, Florian; Wang, Yifei; Wirsing, Florian; Tian, Zhigang; Zuo, Mingjian; Ye, Zhisheng
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errSave
Multi-Source Domain Generalization for Machine Remaining Useful Life Prediction via Risk Minimization-Based Test-Time Adaptation
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-02-01
err0
PREAI
errZhang, Yuru; Su, Chun; He, Xiaoliang; Xie, Mingjiang; Tian, Zhigang; Liu, Hao
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errSave
A critical analysis of public private partnership model in energy from waste projects
errSUSTAINABLE FUTURES
IF4.9
err2024-12-01
err2
errOAAI
errTahir, Junaid; Atkinson, Mark; Tian, Zhigang; Kassem, Mohamad; Ahmad, Rafiq; Martinez, Pablo
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errSave
Degradation assessment of wind turbine based on additional load measurements
errRENEWABLE ENERGY
IF9.1
err2024-11-01
err0
PREAI
errWang, Yifei; He, Rui; Schuenemann, Wilhelm; Tian, Zhigang; Pan, Jinqiu; Schelenz, Ralf
errShare
errSave
Galectin-3-ITGB1 Signaling Mediates Interleukin 10 Production of Hepatic Conventional Natural Killer Cells in Hepatitis B Virus Transgenic Mice and Correlates with Hepatocellular Carcinoma Progression in Patients
errVIRUSES-BASEL
IF3.5
err2024-05-07
err2
errOAAI
errChen, Yongyan; Zhang, Wendi; Cheng, Min; Hao, Xiaolei; Wei, Haiming; Sun, Rui; Tian, Zhigang
errShare
errSave
Reliability analysis of corroded pipes using MFL signals and Residual Neural Networks
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2024-04-01
err3
PREAI
errChen, Yinuo; Tian, Zhigang; Wei, Haotian; Dong, Shaohua
errShare
errSave
Smart-sight: Video-based waste characterization for RDF-3 production
errWASTE MANAGEMENT
IF7.1
err2024-04-01
err1
PREAI
errTahir, Junaid; Tian, Zhigang; Martinez, Pablo; Ahmad, Rafiq
errShare
errSave
Bayesian inference-based wear prediction method for plain bearings under stationary mixed-friction conditions
errFRICTION
IF8.2
err2023-12-15
err6
errOAAI
errKoenig, Florian; Wirsing, Florian; Jacobs, Georg; He, Rui; Tian, Zhigang; Zuo, Ming J.
errShare
errSave
Multi-objective maintenance decision-making of corroded parallel pipeline systems
errAPPLIED ENERGY
IF11
err2023-12-01
err6
PREAI
errXie, Mingjiang; Zhao, Jianli; Zuo, Ming J.; Tian, Zhigang; Liu, Libin; Wu, Jinming
errShare
errSave
Refuse-derived fuel-3 production simulation using network flow modeling: Predicting the uncertainty in quality standards
errFUEL
IF7.5
err2023-08-01
err3
PREAI
errTahir, Junaid; Tian, Zhigang; Ahmad, Rafiq; Martinez, Pablo
errShare
errSave
Speed adaptive gate: A novel auxiliary branch for enhancing deep learning-based rotating machinery fault classification under varying speed conditions
errMEASUREMENT
IF5.6
err2023-08-01
err8
PREAI
errRao, Meng; Zuo, Ming J.; Tian, Zhigang
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errSave
Opportunistic condition-based maintenance optimization for electrical distribution systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-08-01
err15
PREAI
errWang, Yifei; He, Rui; Tian, Zhigang
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Georgios B. Giannakis
H-index: 137 · Papers: 1.5K
M
Min Cheng
H-index: 115 · Papers: 431
H
Hongbo Zeng
H-index: 98 · Papers: 819
左明健 cover
左明健 (Ming J. Zuo)
H-index: 90 · Papers: 623
M
Min Xie
H-index: 82 · Papers: 1.0K
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