Lin Ding

Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

Ming-De Liu, Lin Ding, Yulong Bai · Energy Conversion and Management · 2021 · 341 citations

Meteorology, Numerical Weather Prediction, Engineering +12

Double-layer staged training echo-state networks for wind speed prediction using variational mode decomposition

Yulong Bai, Ming-De Liu, Lin Ding et al. · Applied Energy · 2021 · 70 citations · Full text

Predicting short wind speed with a hybrid model based on a piecewise error correction method and Elman neural network

Lin Ding, Yulong Bai, Ming-De Liu et al. · Energy · 2021 · 58 citations

Floating Wind Turbine, Engineering, Wind Power Generation +10

Serial-parallel dynamic echo state network: A hybrid dynamic model based on a chaotic coyote optimization algorithm for wind speed prediction

Lin Ding, Yulong Bai, Manhong Fan et al. · Expert Systems with Applications · 2022 · 37 citations

Aeroacoustics, Engineering, Aerospace Engineering +5

Application of a hybrid model based on the Prophet model, ICEEMDAN and multi-model optimization error correction in metal price prediction

Yu-ting Huang, Yulong Bai, YU Qing-he et al. · Resources Policy · 2022 · 31 citations

Forecasting Methodology, Prophet Model, Engineering +11