Ziqiang Pu

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

A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses

Ziqiang Pu, Diego Cabrera, Yun Bai et al. · IEEE Transactions on Industrial Electronics · 2021 · 53 citations

Artificial Intelligence, Fault Diagnosis, Engineering +13

Fault Diagnosis for Wind Turbine Gearboxes by Using Deep Enhanced Fusion Network

Ziqiang Pu, Chuan Li, Shaohui Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 42 citations

Wind Turbine Gearboxes, Fault Diagnosis, Condition Monitoring +15

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

VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis

Ziqiang Pu, Diego Cabrera, Chuan Li et al. · IEEE Intelligent Systems · 2022 · 21 citations

Artificial Intelligence, Engineering, Machine Learning +17