Bin Liu

Bin Liu

University of Strathclyde

H-index: 30

Europe-United Kingdom

About Bin Liu

Bin Liu, With an exceptional h-index of 30 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Strathclyde, specializes in the field of Intelligent Maintenance Management, Risk & Reliability Analysis, Decision Making under Uncertainty.

His recent articles reflect a diverse array of research interests and contributions to the field:

Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven By Task-Supervised ANIL

PSparseFormer: Enhancing Fault Feature Extraction Based On Parallel Sparse Self-Attention and Multiscale Broadcast Feed-Forward Block

Bayesian Variational Transformer: A generalizable model for rotating machinery fault diagnosis

Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly

rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system

LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention

Condition-based maintenance policy for systems under dynamic environment

Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds

Bin Liu Information

University

Position

___

Citations(all)

2279

Citations(since 2020)

2083

Cited By

804

hIndex(all)

30

hIndex(since 2020)

29

i10Index(all)

40

i10Index(since 2020)

39

Email

University Profile Page

University of Strathclyde

Google Scholar

View Google Scholar Profile

Bin Liu Skills & Research Interests

Intelligent Maintenance Management

Risk & Reliability Analysis

Decision Making under Uncertainty

Top articles of Bin Liu

Title

Journal

Author(s)

Publication Date

Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven By Task-Supervised ANIL

IEEE Internet of Things Journal

Haidong Shao

Xiangdong Zhou

Jian Lin

Bin Liu

2024/1/31

PSparseFormer: Enhancing Fault Feature Extraction Based On Parallel Sparse Self-Attention and Multiscale Broadcast Feed-Forward Block

IEEE Internet of Things Journal

Jie Wang

Haidong Shao

Ying Peng

Bin Liu

2024/3/19

Bayesian Variational Transformer: A generalizable model for rotating machinery fault diagnosis

Mechanical Systems and Signal Processing

Yiming Xiao

Haidong Shao

Jie Wang

Shen Yan

Bin Liu

2024/1/15

Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly

Expert Systems with Applications

Jiangji Peng

Haidong Shao

Yiming Xiao

Baoping Cai

Bin Liu

2024/3/15

rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system

Expert Systems with Applications

Yuhang Ming

Haidong Shao

Baoping Cai

Bin Liu

2024/3/15

LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention

Expert Systems with Applications

Shen Yan

Haidong Shao

Jie Wang

Xinyu Zheng

Bin Liu

2024/3/1

Condition-based maintenance policy for systems under dynamic environment

Reliability Engineering & System Safety

Yi Luo

Xiujie Zhao

Bin Liu

Shuguang He

2024/6/1

Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds

Reliability Engineering & System Safety

Jingjie Luo

Haidong Shao

Jian Lin

Bin Liu

2024/2/7

Online reinforcement learning for condition-based group maintenance using factored Markov decision processes

European Journal of Operational Research

Jianyu Xu

Bin Liu

Xiujie Zhao

Xiao-Lin Wang

2024/5/16

Imperfect maintenance policies for warranted products under stochastic performance degradation

European Journal of Operational Research

Xiujie Zhao

Bin Liu

Jianyu Xu

Xiao-Lin Wang

2023/7/1

Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network

Mechanical Systems and Signal Processing

Xingkai Chen

Haidong Shao

Yiming Xiao

Shen Yan

Baoping Cai

...

2023/9/1

C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples

Engineering Applications of Artificial Intelligence

Jie Wang

Haidong Shao

Shen Yan

Bin Liu

2023/11/1

Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises

Robotics and Computer-Integrated Manufacturing

Shen Yan

Haidong Shao

Yiming Xiao

Bin Liu

Jiafu Wan

2023/2/1

A novel dynamic distance coding identification method for oil–gas gathering and transportation process

Engineering Applications of Artificial Intelligence

Zijian Liu

Wende Tian

Bin Liu

Zhe Cui

2023/5/1

FGDAE: A new machinery anomaly detection method towards complex operating conditions

Reliability Engineering & System Safety

Shen Yan

Haidong Shao

Zhishan Min

Jiangji Peng

Baoping Cai

...

2023/8/1

Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization

Reliability Engineering & System Safety

Shen Yan

Xiang Zhong

Haidong Shao

Yuhang Ming

Chao Liu

...

2023/11/1

Remaining lifetime of degrading systems continuously monitored by degrading sensors

Reliability Engineering & System Safety

Koushiki Mukhopadhyay

Bin Liu

Tim Bedford

Maxim Finkelstein

2023/3/1

A two-stage UAV routing problem with time window considering rescheduling with random delivery reliability

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability

Rui Yan

Haotong Tian

Kaiye Gao

Rui Peng

Bin Liu

2023/8

Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency

IEEE Transactions on Reliability

Tianli Men

Bin Liu

Yan-Fu Li

Yan-Hui Lin

Ying Zhang

2023/10/17

BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT

IEEE Internet of Things Journal

Yiming Xiao

Haidong Shao

Jian Lin

Zhiqiang Huo

Bin Liu

2023/12/8

See List of Professors in Bin Liu University(University of Strathclyde)

Co-Authors

H-index: 92
Min Xie

Min Xie

City University of Hong Kong

H-index: 45
Haidong Shao

Haidong Shao

Hunan University

H-index: 41
Shaomin Wu

Shaomin Wu

University of Kent

H-index: 39
IUNG Benoit

IUNG Benoit

Université de Lorraine

H-index: 38
Ajith Kumar Parlikad

Ajith Kumar Parlikad

University of Cambridge

H-index: 36
Frank Coolen

Frank Coolen

Durham University

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