Luoxiao Yang

A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages

Luoxiao Yang, Zijun Zhang · IEEE Transactions on Industrial Informatics · 2020 · 87 citations

Fault Diagnosis, Engineering, Machine Learning +16

Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning-Based Approach

Luoxiao Yang, Zijun Zhang · IEEE Transactions on Instrumentation and Measurement · 2020 · 75 citations

Fault Diagnosis, Engineering, Machine Learning +22

Short-Term Multi-Step Ahead Wind Power Predictions Based On A Novel Deep Convolutional Recurrent Network Method

Xin Liu, Luoxiao Yang, Zijun Zhang · IEEE Transactions on Sustainable Energy · 2021 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +17

A Deep Attention Convolutional Recurrent Network Assisted by K-Shape Clustering and Enhanced Memory for Short Term Wind Speed Predictions

Luoxiao Yang, Zijun Zhang · IEEE Transactions on Sustainable Energy · 2021 · 46 citations

Enhanced Memory, Engineering, Machine Learning +15

Generative Probabilistic Wind Speed Forecasting: A Variational Recurrent Autoencoder Based Method

Zhong Zheng, Long Wang, Luoxiao Yang et al. · IEEE Transactions on Power Systems · 2021 · 36 citations