Guo‐Qiang Zeng

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

Design of fractional order PID controller for automatic regulator voltage system based on multi-objective extremal optimization

Guo‐Qiang Zeng, Jie Chen, Yuxing Dai et al. · Neurocomputing · 2015 · 280 citations

Engineering, Fractional-order System, Energy Management +5

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

Adaptive population extremal optimization-based PID neural network for multivariable nonlinear control systems

Guo‐Qiang Zeng, Xiaoqing Xie, Min-Rong Chen et al. · Swarm and Evolutionary Computation · 2018 · 214 citations

Nonlinear Control, Engineering, Mathematical Control Theory +6

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