Haizhou Huang

A personalized diagnosis method to detect faults in gears using numerical simulation and extreme learning machine

Xiaoyang Liu, Haizhou Huang, Jiawei Xiang · Knowledge-Based Systems · 2020 · 162 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +12

A hybrid of FEM simulations and generative adversarial networks to classify faults in rotor-bearing systems

Yun Gao, Xiaoyang Liu, Haizhou Huang et al. · ISA Transactions · 2020 · 97 citations

Artificial Intelligence, Fault Diagnosis, Engineering +9

A Personalized Diagnosis Method to Detect Faults in a Bearing Based on Acceleration Sensors and an FEM Simulation Driving Support Vector Machine

Xiaoyang Liu, Haizhou Huang, Jiawei Xiang · Sensors · 2020 · 76 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +19

A hybrid model of LSTM neural networks with a thermodynamic model for condition-based maintenance of compressor fouling

Yunfeng Jin, Chao Liu, Xin Tian et al. · Measurement Science and Technology · 2021 · 19 citations

A novel integrated modeling approach for filter diagnosis in gas turbine air intake system

Yunfeng Jin, Chao Liu, Xin Tian et al. · Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy · 2021 · 10 citations