Kai Wang

Multi-step short-term wind speed forecasting approach based on multi-scale dominant ingredient chaotic analysis, improved hybrid GWO-SCA optimization and ELM

Wenlong Fu, Kai Wang, Chaoshun Li et al. · Energy Conversion and Management · 2019 · 174 citations

Natural Sciences, Meteorology, Forecasting +15

A composite framework coupling multiple feature selection, compound prediction models and novel hybrid swarm optimizer-based synchronization optimization strategy for multi-step ahead short-term wind speed forecasting

Wenlong Fu, Kai Wang, Jiawen Tan et al. · Energy Conversion and Management · 2020 · 138 citations

Natural Sciences, Data Science, Meteorology +16

Fault Diagnosis for Rolling Bearings Based on Composite Multiscale Fine-Sorted Dispersion Entropy and SVM With Hybrid Mutation SCA-HHO Algorithm Optimization

Wenlong Fu, Kaixuan Shao, Jiawen Tan et al. · IEEE Access · 2020 · 101 citations · Full text

Computing, Industrial Engineering, Mechanical Engineering +17

Vibration trend measurement for a hydropower generator based on optimal variational mode decomposition and an LSSVM improved with chaotic sine cosine algorithm optimization

Wenlong Fu, Kai Wang, Chaoshun Li et al. · Measurement Science and Technology · 2018 · 69 citations

Engineering, Mechanical Engineering, Energy Management +15

A compound framework for wind speed forecasting based on comprehensive feature selection, quantile regression incorporated into convolutional simplified long short-term memory network and residual error correction

Kai Wang, Wenlong Fu, Tie Chen et al. · Energy Conversion and Management · 2020 · 67 citations

Natural Sciences, Data Science, Meteorology +17