Zhiqiang Chen

Gearbox Fault Identification and Classification with Convolutional Neural Networks

Zhiqiang Chen, Chuan Li, René–Vinicio Sánchez · Shock and Vibration · 2015 · 381 citations · Full text

Gearbox Fault Identification, Fault Diagnosis, Engineering +16

Deep neural networks-based rolling bearing fault diagnosis

Zhiqiang Chen, Shengcai Deng, Xudong Chen et al. · Microelectronics Reliability · 2017 · 253 citations

Fault Diagnosis, Engineering, Machine Learning +5

Daily reservoir inflow forecasting using multiscale deep feature learning with hybrid models

Yun Bai, Zhiqiang Chen, Jingjing Xie et al. · Journal of Hydrology · 2015 · 200 citations

Intelligent Forecasting, Forecasting Methodology, Convolutional Neural Network +12

Multi-layer neural network with deep belief network for gearbox fault diagnosis

Zhiqiang Chen, Chuan Li, René–Vinicio Sánchez · Journal of Vibroengineering · 2015 · 81 citations

Fault Diagnosis, Engineering, Machine Learning +16

A fault pulse extraction and feature enhancement method for bearing fault diagnosis

Zhiqiang Chen, Liang Guo, Hongli Gao et al. · Measurement · 2021 · 41 citations

Fault Diagnosis, Condition Monitoring, Engineering +7