Tangbin Xia

About Tangbin Xia

Tangbin Xia, With an exceptional h-index of 30 and a recent h-index of 28 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Intelligent Maintenance, Reliability Engineering, Health Prognosis, Decision Making.

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

Online unsupervised optimization framework for machine performance assessment based on distance metric learning

Multi-level maintenance and inventory joint optimization for a k-out-of-n hyper-system considering the selection of suppliers with incentive discount policies

A hybrid prognostic & health management framework across multi-level engineering systems with scalable convolution neural networks and adjustable functional regression models

Adaptive staged remaining useful life prediction of roller in a hot strip mill based on multi-scale LSTM with multi-head attention

Joint optimization of flexible job shop scheduling and preventive maintenance under high-frequency production switching

Fleet-level collaborative optimization policy for tail assignment and maintenance scheduling of civil aircraft

Intelligent Maintenance Framework for Reconfigurable Manufacturing With Deep Learning-Based Prognostics

Interpretable temporal degradation state chain based fusion graph for intelligent bearing fault detection

Tangbin Xia Information

University

Position

___

Citations(all)

2733

Citations(since 2020)

2373

Cited By

1051

hIndex(all)

30

hIndex(since 2020)

28

i10Index(all)

62

i10Index(since 2020)

58

Email

University Profile Page

Google Scholar

Tangbin Xia Skills & Research Interests

Intelligent Maintenance

Reliability Engineering

Health Prognosis

Decision Making

Top articles of Tangbin Xia

Online unsupervised optimization framework for machine performance assessment based on distance metric learning

Mechanical Systems and Signal Processing

2024/1/1

Multi-level maintenance and inventory joint optimization for a k-out-of-n hyper-system considering the selection of suppliers with incentive discount policies

Reliability Engineering & System Safety

2024/1/1

A hybrid prognostic & health management framework across multi-level engineering systems with scalable convolution neural networks and adjustable functional regression models

Advanced Engineering Informatics

2024/8/1

Adaptive staged remaining useful life prediction of roller in a hot strip mill based on multi-scale LSTM with multi-head attention

Reliability Engineering & System Safety

2024/4/25

Joint optimization of flexible job shop scheduling and preventive maintenance under high-frequency production switching

International Journal of Production Economics

2024/3/1

Fleet-level collaborative optimization policy for tail assignment and maintenance scheduling of civil aircraft

Computer Integrated Manufacturing System

2024/1/31

Tangbin Xia
Tangbin Xia

H-Index: 18

Intelligent Maintenance Framework for Reconfigurable Manufacturing With Deep Learning-Based Prognostics

IEEE Internet of Things Journal

2024/1/23

Tangbin Xia
Tangbin Xia

H-Index: 18

Dong Wang
Dong Wang

H-Index: 7

Interpretable temporal degradation state chain based fusion graph for intelligent bearing fault detection

Advanced Engineering Informatics

2024/1/1

Degradation Modeling Considering the Dependency of Rate and Volatility for Real-Time Prognostics With Error Correction

IEEE Transactions on Instrumentation and Measurement

2024/1/1

Zhen Chen
Zhen Chen

H-Index: 13

Tangbin Xia
Tangbin Xia

H-Index: 18

An inspection network with dynamic feature extractor and task alignment head for steel surface defect

Measurement

2024/1/1

Dynamic time scales ensemble framework for similarity-based remaining useful life prediction under multiple failure modes

Engineering Applications of Artificial Intelligence

2024

Sparse hierarchical parallel residual networks ensemble for infrared image stream-based remaining useful life prediction

IEEE Transactions on Industrial Informatics

2023

Efficient energy use in manufacturing systems—Modeling, assessment, and management strategy

Energies

2023/1/19

A CM&CP framework with a GIACC method and an ensemble model for remaining useful life prediction

Computers in Industry

2023/1/1

Tangbin Xia
Tangbin Xia

H-Index: 18

Zhen Chen
Zhen Chen

H-Index: 13

Improved Dynamic Spare Parts Inventory Control Considering Turnover Rate and Two Types of Lead Time

2023/12/18

Federated Multilinear Principal Component Analysis with Applications in Prognostics

arXiv preprint arXiv:2312.06050

2023/12/11

Tangbin Xia
Tangbin Xia

H-Index: 18

Xiaolei Fang
Xiaolei Fang

H-Index: 7

Opportunistic maintenance optimization of continuous process manufacturing systems considering imperfect maintenance with epistemic uncertainty

Journal of Manufacturing Systems

2023/12/1

Digital twin-based real-time energy optimization method for production line considering fault disturbances

Journal of Intelligent Manufacturing

2023/11/27

Optimal Maintenance Service Strategy of Service-Oriented Aviation Manufacturers for Two-Stage Leased System Under Capacity Limits

IEEE Transactions on Reliability

2023/11/9

Resource allocation and maintenance scheduling for distributed multi-center renewable energy systems considering dynamic scope division

Renewable Energy

2023

See List of Professors in Tangbin Xia University(Shanghai Jiao Tong University)