World's Best Scientists 2026 revealed!

D-Index & Metrics

Mechanical and Aerospace Engineering

D-Index
42
Citations
6029
World Ranking
1850
National Ranking
222

Overview

Caichao Zhu is affiliated with Chongqing University in China and has a substantial body of research within the engineering field. Their primary focus lies in mechanical engineering, with extensive contributions also spanning mechanics of materials, control and systems engineering, materials chemistry, and artificial intelligence.

The research work encompasses key topics such as:

  • Gear and Bearing Dynamics Analysis
  • Mechanical Engineering and Vibrations Research
  • Tribology and Lubrication Engineering
  • Advanced machining processes and optimization
  • Mechanical stress and fatigue analysis
  • Machine Fault Diagnosis Techniques
  • Iterative Learning Control Systems

Recent publications by Caichao Zhu include:

  • "Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings," 2020, IEEE Transactions on Industrial Informatics
  • "Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction," 2020, Engineering Applications of Artificial Intelligence
  • "Effects of different shot peening parameters on residual stress, surface roughness and cell size," 2020, Surface and Coatings Technology
  • "LSTM networks based on attention ordered neurons for gear remaining life prediction," 2020, ISA Transactions
  • "Study on gear contact fatigue failure competition mechanism considering tooth wear evolution," 2020, Tribology International

Caichao Zhu frequently publishes in journals and venues such as:

  • Mechanism and Machine Theory
  • SSRN Electronic Journal
  • Renewable Energy
  • Friction
  • Ocean Engineering

Their scholarly collaborations include frequent co-authorship with:

  • Chaosheng Song
  • Huaiju Liu
  • Jianjun Tan
  • Peitang Wei
  • Ye Zhou

Caichao Zhu's research contributions emphasize the application of neural networks and machine learning techniques in engineering contexts, particularly for remaining useful life prediction of mechanical components such as gears and bearings.

Best Publications

  • Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings

    Unknown

  • Effects of lubrication on gear performance: A review

    Heli Liu;Huaiju Liu;Caichao Zhu;Robert G. Parker

  • Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction

    Unknown

  • Effects of different shot peening parameters on residual stress, surface roughness and cell size

    Qinjie Lin;Huaiju Liu;Caichao Zhu;Difa Chen

  • Effect of shot peening coverage on hardness, residual stress and surface morphology of carburized rollers

    Jizhan Wu;Huaiju Liu;Peitang Wei;Caichao Zhu

  • LSTM networks based on attention ordered neurons for gear remaining life prediction

    Unknown

  • Investigation on the effect of shot peening coverage on the surface integrity

    Qinjie Lin;Huaiju Liu;Caichao Zhu;Robert G. Parker

  • Study on gear contact fatigue failure competition mechanism considering tooth wear evolution

    Heli Liu;Huaiju Liu;Caichao Zhu;Jinyuan Tang

  • Effect of the residual stress on contact fatigue of a wind turbine carburized gear with multiaxial fatigue criteria

    Wei Wang;Huaiju Liu;Caichao Zhu;Xuesong Du

  • Starved lubrication of a spur gear pair

    Huaiju Liu;Caichao Zhu;Zhangdong Sun;Chaosheng Song

  • Research on dynamical characteristics of wind turbine gearboxes with flexible pins

    Caichao Zhu;Xiangyang Xu;Xiangyang Xu;Huaiju Liu;Tianhong Luo

  • A Review on Micropitting Studies of Steel Gears

    Huaiju Liu;Heli Liu;Caichao Zhu;Ye Zhou

  • Identification of failure modes of a PEEK-steel gear pair under lubrication

    Zehua Lu;Huaiju Liu;Caichao Zhu;Hailan Song

  • Mixed Lubricated Line Contact Analysis for Spur Gears using a Deterministic Model

    Huaiju Liu;Ken Mao;Caichao Zhu;Xiangyang Xu

  • Investigation on the influence of work holding equipment errors on contact characteristics of face-hobbed hypoid gear

    Unknown

  • Study of rolling contact fatigue behavior of a wind turbine gear based on damage-coupled elastic-plastic model

    Haifeng He;Huaiju Liu;Caichao Zhu;Peitang Wei

  • Anomaly detection and condition monitoring of wind turbine gearbox based on LSTM-FS and transfer learning

    Unknown

  • Effects of microstructure on rolling contact fatigue of a wind turbine gear based on crystal plasticity modeling

    Wei Wang;Huaiju Liu;Caichao Zhu;Peitang Wei

  • Experimental investigation on the efficiency of the pulley-drive CVT

    C. Zhu;H. Liu;J. Tian;Q. Xiao

  • Oil film stiffness and damping in an elastohydrodynamic lubrication line contact-vibration

    Yuanyuan Zhang;Hua iju Liu;Caichao Zhu;Mingyong Liu

  • Mesh stiffness and nonlinear dynamic response of a spur gear pair considering tribo-dynamic effect

    Zufeng Li;Caichao Zhu;Huaiju Liu;Zonglin Gu

  • Effects of case hardening properties on the contact fatigue of a wind turbine gear pair

    Heli Liu;Huaiju Liu;Philippe Bocher;Caichao Zhu

  • Tribological behavior of coated spur gear pairs with tooth surface roughness

    Huaiju Liu;Heli Liu;Caichao Zhu;Peitang Wei

  • A comprehensive investigation of plowing and grain-workpiece micro interactions on 3D ground surface topography

    Weihua Zhou;Jinyuan Tang;Haifeng Chen;Caichao Zhu

  • Dynamic analysis of the drive train of a wind turbine based upon the measured load spectrum

    Caichao Zhu;Shuang Chen;Huaiju Liu;Huaqing Huang

  • Effect of flexible pin on the dynamic behaviors of wind turbine planetary gear drives

    CaiChao Zhu;XiangYang Xu;Teik Chin Lim;XueSong Du

Frequent Co-Authors

Huaiju Liu
Huaiju Liu Chongqing University
Jinyuan Tang
Jinyuan Tang Central South University
Teik C. Lim
Teik C. Lim The University of Texas at Arlington
Cheng Lu
Cheng Lu University of Wollongong
Philippe Bocher
Philippe Bocher École de Technologie Supérieure

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