Lipeng Zhu

Hierarchical Deep Learning Machine for Power System Online Transient Stability Prediction

Lipeng Zhu, David J. Hill, Chao Lü · IEEE Transactions on Power Systems · 2019 · 188 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +17

Imbalance Learning Machine-Based Power System Short-Term Voltage Stability Assessment

Lipeng Zhu, Chao Lü, Zhao Yang Dong et al. · IEEE Transactions on Industrial Informatics · 2017 · 168 citations

Engineering, Machine Learning, Fault Forecasting +18

Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance

Yang Li, Jiting Cao, Yan Xu et al. · Renewable and Sustainable Energy Reviews · 2023 · 137 citations

Electrical Engineering, Power Engineering, Machine Learning +10

Time Series Shapelet Classification Based Online Short-Term Voltage Stability Assessment

Lipeng Zhu, Chao Lü, Yuanzhang Sun · IEEE Transactions on Power Systems · 2015 · 120 citations

Engineering, Wavelet Analysis, Stability +18

Data-driven short-term voltage stability assessment based on spatial-temporal graph convolutional network

Yonghong Luo, Chao Lü, Lipeng Zhu et al. · International Journal of Electrical Power & Energy Systems · 2021 · 74 citations

Electrical Engineering, Engineering, Smart Grid +9