Jingxuan Zhang

Short-Term Wind Power Forecasting on Multiple Scales Using VMD Decomposition, K-Means Clustering and LSTM Principal Computing

Zexian Sun, Shenshen Zhao, Jingxuan Zhang · IEEE Access · 2019 · 93 citations · Full text

Engineering, Wind Power Generation, Data Science +12

Forecast-driven stochastic optimization scheduling of an energy management system for an isolated hydrogen microgrid

Weichao Dong, Hexu Sun, Chunxiao Mei et al. · Energy Conversion and Management · 2023 · 75 citations

Engineering, Intelligent Energy System, Isolated Hydrogen Microgrid +8

Regional wind power probabilistic forecasting based on an improved kernel density estimation, regular vine copulas, and ensemble learning

Weichao Dong, Hexu Sun, Jianxin Tan et al. · Energy · 2021 · 67 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +9

Fault Diagnosis of Wind Turbine Power Converter Considering Wavelet Transform, Feature Analysis, Judgment and BP Neural Network

Jingxuan Zhang, Hexu Sun, Zexian Sun et al. · IEEE Access · 2019 · 61 citations · Full text

Fault Diagnosis, Condition Monitoring, Reliability Engineering +14

Multistep Wind Speed and Wind Power Prediction Based on a Predictive Deep Belief Network and an Optimized Random Forest

Zexian Sun, Hexu Sun, Jingxuan Zhang · Mathematical Problems in Engineering · 2018 · 45 citations · Full text

Wsp Data, Engineering, Machine Learning +21