Xianshuang Yao

A novel photovoltaic power forecasting model based on echo state network

Xianshuang Yao, Zhanshan Wang, Huaguang Zhang · Neurocomputing · 2018 · 69 citations

Electrical Engineering, Echo State Network, Engineering +12

A novel model of leaky integrator echo state network for time-series prediction

Shuxian Lun, Xianshuang Yao, Hong-Yun Qi et al. · Neurocomputing · 2015 · 61 citations

Engineering, Predictive Analytics, Time-series Prediction +6

A new echo state network with variable memory length

Shuxian Lun, Xianshuang Yao, Haifeng Hu · Information Sciences · 2016 · 57 citations

Recurrent Neural Network, Engineering, Computer Architecture +7

Echo State Networks Based Data-Driven Adaptive Fault Tolerant Control With Its Application to Electromechanical System

Lei Liu, Zhanshan Wang, Xianshuang Yao et al. · IEEE/ASME Transactions on Mechatronics · 2018 · 50 citations

Fault Diagnosis, Engineering, Robust Control +17

Broad echo state network for multivariate time series prediction

Xianshuang Yao, Zhanshan Wang · Journal of the Franklin Institute · 2019 · 47 citations

Forecasting Methodology, Engineering, Data Science +6