Jianyu Wang

A Deep Learning Method for Bearing Fault Diagnosis Based on Time-Frequency Image

Jianyu Wang, Zhenling Mo, Heng Zhang et al. · IEEE Access · 2019 · 209 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +19

Unmanned Aerial Vehicle Flight Data Anomaly Detection and Recovery Prediction Based on Spatio-Temporal Correlation

Jie Zhong, Yujie Zhang, Jianyu Wang et al. · IEEE Transactions on Reliability · 2021 · 95 citations

Anomaly Detection, Machine Learning, Engineering +16

Nonlinear-Drifted Fractional Brownian Motion With Multiple Hidden State Variables for Remaining Useful Life Prediction of Lithium-Ion Batteries

Heng Zhang, Zhenling Mo, Jianyu Wang et al. · IEEE Transactions on Reliability · 2019 · 90 citations

State Estimation, Electric Battery, Electrical Engineering +12

Weighted Cyclic Harmonic-to-Noise Ratio for Rolling Element Bearing Fault Diagnosis

Zhenling Mo, Jianyu Wang, Heng Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 88 citations

Fault Diagnosis, Engineering, Measurement +18

Improved Generative Adversarial Network for Rotating Component Fault Diagnosis in Scenarios With Extremely Limited Data

Jianguo Miao, Jianyu Wang, Dingcheng Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 74 citations

Artificial Intelligence, Fault Diagnosis, Engineering +18