Jiawen Tan

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

Coordinated approach fusing time-shift multiscale dispersion entropy and vibrational Harris hawks optimization-based SVM for fault diagnosis of rolling bearing

Kaixuan Shao, Wenlong Fu, Jiawen Tan et al. · Measurement · 2020 · 140 citations

Computing, Computational Engineering, Mechanical Engineering +17

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

A hybrid approach for measuring the vibrational trend of hydroelectric unit with enhanced multi-scale chaotic series analysis and optimized least squares support vector machine

Wenlong Fu, Kai Wang, Chu Zhang et al. · Transactions of the Institute of Measurement and Control · 2019 · 63 citations

Engineering, Mechanical Engineering, Energy Systems +16