World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
35
Citations
4814
World Ranking
11757
National Ranking
1457

Overview

Yan-Fu Li is affiliated with Tsinghua University in China and specializes in the field of Engineering, with a focus on Control and Systems Engineering, Electrical and Electronic Engineering, Mechanical Engineering, Safety, Risk, Reliability and Quality, and Artificial Intelligence.

The main research topics covered by Yan-Fu Li include:

  • Machine Fault Diagnosis Techniques
  • Reliability and Maintenance Optimization
  • Fault Detection and Control Systems
  • Advanced Battery Technologies Research
  • Software Reliability and Analysis Research
  • Risk and Safety Analysis
  • Industrial Vision Systems and Defect Detection

Yan-Fu Li has contributed to numerous recent publications. Selected works include:

  • A Hybrid Generalization Network for Intelligent Fault Diagnosis of Rotating Machinery Under Unseen Working Conditions, 2021, IEEE Transactions on Instrumentation and Measurement
  • Prognostics and health management of Lithium-ion battery using deep learning methods: A review, 2022, Renewable and Sustainable Energy Reviews
  • Out-of-distribution detection-assisted trustworthy machinery fault diagnosis approach with uncertainty-aware deep ensembles, 2022, Reliability Engineering & System Safety
  • Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance, 2021, Reliability Engineering & System Safety
  • A Survey on Automated Driving System Testing: Landscapes and Trends, 2023, ACM Transactions on Software Engineering and Methodology

Frequent publication venues for Yan-Fu Li include:

  • Reliability Engineering & System Safety
  • arXiv (Cornell University)
  • IEEE Transactions on Reliability
  • IEEE Transactions on Industrial Informatics
  • Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021)

Yan-Fu Li has collaborated multiple times with several researchers, including:

  • Huan Wang (18 joint publications)
  • Muxia Sun (10 joint publications)
  • Min Qian (8 joint publications)
  • Hanxiao Zhang (8 joint publications)
  • Yinxing Xue (7 joint publications)

Best Publications

  • A review on prognostics and health management (PHM) methods of lithium-ion batteries

    Huixing Meng;Yan-Fu Li

  • Reinforcement learning for microgrid energy management

    Elizaveta Kuznetsova;Yan-Fu Li;Carlos Ruiz;Carlos Ruiz;Enrico Zio;Enrico Zio

  • A Hybrid Generalization Network for Intelligent Fault Diagnosis of Rotating Machinery Under Unseen Working Conditions

    Te Han;Yan-Fu Li;Min Qian

  • An empirical analysis of data preprocessing for machine learning-based software cost estimation

    Jianglin Huang;Yan-Fu Li;Min Xie

  • An integrated framework of agent-based modelling and robust optimization for microgrid energy management

    Elizaveta Kuznetsova;Yan-Fu Li;Carlos Ruiz;Enrico Zio;Enrico Zio

  • A multi-state model for the reliability assessment of a distributed generation system via universal generating function

    Yan-Fu Li;Enrico Zio;Enrico Zio

  • Testing effort dependent software reliability model for imperfect debugging process considering both detection and correction

    R. Peng;Y. F. Li;Wenjuan Zhang;Q. P. Hu

  • Analysis of robust optimization for decentralized microgrid energy management under uncertainty

    Elizaveta Kuznetsova;Carlos Ruiz;Yan-Fu Li;Enrico Zio;Enrico Zio

  • Reliability analysis and optimal version-updating for open source software

    Xiang Li;Yan Fu Li;Min Xie;Szu Hui Ng

  • Uncertainty analysis of the adequacy assessment model of a distributed generation system

    Yanfu Li;Enrico Zio;Enrico Zio

  • Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions

    Roberto Rocchetta;Yanfu Li;Enrico Zio

  • A SVM framework for fault detection of the braking system in a high speed train

    Jie Liu;Yan-Fu Li;Enrico Zio;Enrico Zio

  • Integrating Random Shocks Into Multi-State Physics Models of Degradation Processes for Component Reliability Assessment

    Yan-Hui Lin;Yan-Fu Li;Enrico Zio

  • A risk-based simulation and multi-objective optimization framework for the integration of distributed renewable generation and storage

    Rodrigo Mena;Martin Hennebel;Yan-Fu Li;Carlos Ruiz

  • Smart electricity meter reliability prediction based on accelerated degradation testing and modeling

    Z. Yang;Y.X. Chen;Y.F. Li;E. Zio;E. Zio

  • A Memetic Evolutionary Multi-Objective Optimization Method for Environmental Power Unit Commitment

    Yan-Fu Li;Nicola Pedroni;Enrico Zio

  • Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance

    Jun Xu;Zhenglin Liang;Yan-Fu Li;Kaibo Wang

  • Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study

    Jianglin Huang;Jacky Wai Keung;Federica Sarro;Yan-Fu Li

  • NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment

    Ronay Ak;Yanfu Li;Valeria Vitelli;Enrico Zio

  • Optimal inspection and maintenance for a repairable k-out-of-n: G warm standby system

    Hui Wu;Yan-Fu Li;Christophe Bérenguer

  • Predicting protein secondary structure by a support vector machine based on a new coding scheme.

    Long-Hui Wang;Juan Liu;Yan-Fu Li;Huai-Bei Zhou

  • Non-Dominated Sorting Binary Differential Evolution for the Multi-Objective Optimization of Cascading Failures Protection in Complex Networks

    Yan-Fu Li;Giovanni Sansavini;Enrico Zio;Enrico Zio

Frequent Co-Authors

Enrico Zio
Enrico Zio Polytechnic University of Milan
Min Xie
Min Xie City University of Hong Kong
Yi Ding
Yi Ding Zhejiang University
Jacky Keung
Jacky Keung City University of Hong Kong
W. K. Chan
W. K. Chan City University of Hong Kong
Thong Ngee Goh
Thong Ngee Goh National University of Singapore
Christophe Bérenguer
Christophe Bérenguer Grenoble Alpes University
Zijun Zhang
Zijun Zhang City University of Hong Kong
Graham Ault
Graham Ault University of Strathclyde
Qiuwei Wu
Qiuwei Wu Technical University of Denmark

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