Yan-Fu Li

Yan-Fu Li

Tsinghua University

H-index: 38

Asia-China

About Yan-Fu Li

Yan-Fu Li, With an exceptional h-index of 38 and a recent h-index of 31 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of System (autonomous) Reliability & Resilience, Predicative Maintenance, Quality Policy.

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

Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction

Machine learning for fault diagnosis of high-speed train traction systems: A review

A multi-sensor fusion-based prognostic model for systems with partially observable failure modes

A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery

Autonomous Bearing Fault Diagnosis Based on Fault-Induced Envelope Spectrum and Moving Peaks-Over-Threshold Approach

Joint pre-and post-disaster planning to enhance the resilience of critical infrastructures

Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems

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

Yan-Fu Li Information

University

Position

Professor China

Citations(all)

5422

Citations(since 2020)

3405

Cited By

3067

hIndex(all)

38

hIndex(since 2020)

31

i10Index(all)

82

i10Index(since 2020)

70

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Yan-Fu Li Skills & Research Interests

System (autonomous) Reliability & Resilience

Predicative Maintenance

Quality Policy

Top articles of Yan-Fu Li

Title

Journal

Author(s)

Publication Date

Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction

IEEE Transactions on Intelligent Transportation Systems

Huan Wang

Yan-Fu Li

Tianli Men

2024/3/1

Machine learning for fault diagnosis of high-speed train traction systems: A review

Huan Wang

Yan-Fu Li

Jianliang Ren

2024/3

A multi-sensor fusion-based prognostic model for systems with partially observable failure modes

IISE Transactions

Hui Wu

Yan-Fu Li

2024/6/2

A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery

Engineering Applications of Artificial Intelligence

Ying Zhang

Yan-Fu Li

Ming Zhang

Huan Wang

2024/4/1

Autonomous Bearing Fault Diagnosis Based on Fault-Induced Envelope Spectrum and Moving Peaks-Over-Threshold Approach

IEEE Transactions on Instrumentation and Measurement

Ge Xin

Qitian Zhong

Yaqiang Jin

Zhe Li

Yifei Chen

...

2024/3/26

Joint pre-and post-disaster planning to enhance the resilience of critical infrastructures

Reliability Engineering & System Safety

Chuanzhou Jia

Chi Zhang

Yan-Fu Li

Quan-Lin Li

2023/3/1

Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems

IISE Transactions

Hanxiao Zhang

Yan-Fu Li

Min Xie

Chen Zhang

2023/7/5

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

Redundancy allocation under state‐dependent distributional uncertainty of component lifetimes

Production and Operations Management

Jun Li

Yizhe Huang

Yan‐Fu Li

Shuming Wang

2023/3

Adaptive Graph-Based Support Vector Data Description for Weakly-Supervised Anomaly Detection

IEEE Transactions on Automation Science and Engineering

Hui Wu

Yan-Fu Li

2023/6/27

Similarity based remaining useful life prediction based on Gaussian Process with active learning

Reliability Engineering & System Safety

Yan-Hui Lin

Ze-Qi Ding

Yan-Fu Li

2023/10/1

Bioinspired spiking spatiotemporal attention framework for lithium-ion batteries state-of-health estimation

Huan Wang

Yan-Fu Li

Ying Zhang

2023/12/1

A brain-inspired spiking network framework based on multi-time-step self-attention for lithium-ion batteries capacity prediction

IEEE Transactions on Consumer Electronics

Huan Wang

Muxia Sun

Yan-Fu Li

2023/5/23

Holistic resilience and reliability measures for cellular telecommunication networks

Reliability Engineering & System Safety

Zhenglin Liang

Yan-Fu Li

2023/9/1

ChatGPT-like large-scale foundation models for prognostics and health management: a survey and roadmaps

Yan-Fu Li

Huan Wang

Muxia Sun

2023/11/24

Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments

Reliability Engineering & System Safety

Huan Wang

Yan-Fu Li

2023/5/1

A Systematic Approach to the High-Level Maintenance Scheduling for High-Speed Trains in China

IEEE Transactions on Reliability

Wenqiang Zheng

Hanxiao Zhang

Yan-Fu Li

2023/7/27

Risk-Sharing Mechanism Design in Non-Cooperative Multi-Defender Stackelberg Defense Resources Allocation Game

IEEE Transactions on Automation Science and Engineering

Cheng-Wu Shao

Yan-Fu Li

Chen-Yuan Shen

Shou-Zhou Liu

Zhou Yang

2023/11/15

Reliability assessment of autonomous vehicles based on the safety control structure

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

Feipeng Wang

Diana Filipa Araújo

Yan-Fu Li

2023/4

A survey on automated driving system testing: Landscapes and trends

ACM Transactions on Software Engineering and Methodology

Shuncheng Tang

Zhenya Zhang

Yi Zhang

Jixiang Zhou

Yan Guo

...

2023/7/24

See List of Professors in Yan-Fu Li University(Tsinghua University)

Co-Authors

H-index: 92
Min Xie

Min Xie

City University of Hong Kong

H-index: 58
Thong N Goh

Thong N Goh

National University of Singapore

H-index: 51
Yi Ding

Yi Ding

Zhejiang University

H-index: 43
Hongyi Sun

Hongyi Sun

City University of Hong Kong

H-index: 42
Jacky Wai Keung

Jacky Wai Keung

City University of Hong Kong

H-index: 40
Rui Kang

Rui Kang

Beihang University

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