Kang‐Di Lu

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

Jie Chen, Guo‐Qiang Zeng, Wuneng Zhou et al. · Energy Conversion and Management · 2018 · 414 citations

Intelligent Forecasting, Forecasting Methodology, Numerical Weather Prediction +10

A Two-Layer Nonlinear Combination Method for Short-Term Wind Speed Prediction Based on ELM, ENN, and LSTM

Min-Rong Chen, Guo‐Qiang Zeng, Kang‐Di Lu et al. · IEEE Internet of Things Journal · 2019 · 243 citations

Engineering, Wind Engineering, Numerical Weather Prediction +17

Constrained population extremal optimization-based robust load frequency control of multi-area interconnected power system

Kang‐Di Lu, Wuneng Zhou, Guo‐Qiang Zeng et al. · International Journal of Electrical Power & Energy Systems · 2018 · 187 citations

Engineering, Smart Grid, Energy Management +8

Differential Evolution-Based Three Stage Dynamic Cyber-Attack of Cyber-Physical Power Systems

Kang‐Di Lu, Zheng‐Guang Wu, Tingwen Huang · IEEE/ASME Transactions on Mechatronics · 2022 · 142 citations

Attack Location, Differential Evolution, Scada Security +15

EnLSTM-WPEO: Short-Term Traffic Flow Prediction by Ensemble LSTM, NNCT Weight Integration, and Population Extremal Optimization

Feixiang Zhao, Guo‐Qiang Zeng, Kang‐Di Lu · IEEE Transactions on Vehicular Technology · 2019 · 141 citations

Engineering, Machine Learning, Traffic Flow +17