Guoqian Jiang

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

Guoqian Jiang, Haibo He, Jun Yan et al. · IEEE Transactions on Industrial Electronics · 2018 · 843 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Image Analysis +14

Wind Turbine Fault Detection Using a Denoising Autoencoder With Temporal Information

Guoqian Jiang, Ping Xie, Haibo He et al. · IEEE/ASME Transactions on Mechatronics · 2017 · 273 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +12

Stacked Multilevel-Denoising Autoencoders: A New Representation Learning Approach for Wind Turbine Gearbox Fault Diagnosis

Guoqian Jiang, Haibo He, Ping Xie et al. · IEEE Transactions on Instrumentation and Measurement · 2017 · 267 citations · Full text

Multilevel-denoising Autoencoders, Fault Diagnosis, Engineering +15

A Spatio-Temporal Multiscale Neural Network Approach for Wind Turbine Fault Diagnosis With Imbalanced SCADA Data

Qun He, Yanhua Pang, Guoqian Jiang et al. · IEEE Transactions on Industrial Informatics · 2020 · 129 citations

Fault Diagnosis, Imbalanced Scada Data, Reliability Engineering +14

A Multimodal Approach for Identifying Autism Spectrum Disorders in Children

Junxia Han, Guoqian Jiang, Gaoxiang Ouyang et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 113 citations · Full text

Engineering, Machine Learning, Multimodal Approach +25