Zhen Guo

Improved adversarial learning for fault feature generation of wind turbine gearbox

Zhen Guo, Ziqiang Pu, Wenliao Du et al. · Renewable Energy · 2021 · 55 citations

Artificial Intelligence, Fault Diagnosis, Engineering +9

From Anomaly Detection to Novel Fault Discrimination for Wind Turbine Gearboxes With a Sparse Isolation Encoding Forest

Wenliao Du, Zhen Guo, Chuan Li et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 33 citations

Fault Diagnosis, Anomaly Detection, Machine Learning +17

Few-shot sample multi-class incremental fault diagnosis for gearbox based on convolutional-attention fusion network

Zhen Guo, Wenliao Du, Zhiping Liu et al. · Expert Systems with Applications · 2024 · 24 citations

Fault diagnosis of rotating machinery with high-dimensional imbalance samples based on wavelet random forest

Zhen Guo, Wenliao Du, Chuan Li et al. · Measurement · 2025 · 21 citations

Efficient channel attention residual learning for the time-series fault diagnosis of wind turbine gearboxes

Wenliao Du, Zhen Guo, Xiaoyun Gong et al. · Measurement Science and Technology · 2023 · 16 citations · Full text

Wind Turbine Gearboxes, Fault Diagnosis, Condition Monitoring +14