Dongchuan Yang

An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting

Dongchuan Yang, Ju’e Guo, Shaolong Sun et al. · Applied Energy · 2021 · 95 citations

Forecasting Methodology, Data-characteristic-driven Reconstruction, Probabilistic Forecasting +11

Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach

Dongchuan Yang, Ju’e Guo, Yanzhao Li et al. · Energy · 2022 · 53 citations

Forecasting Methodology, Engineering, Data Science +6

An attention-based multi-input LSTM with sliding window-based two-stage decomposition for wind speed forecasting

Dongchuan Yang, Mingzhu Li, Ju’e Guo et al. · Applied Energy · 2024 · 52 citations

Speed Forecasting, Attention-based Multi-input Lstm, Forecasting Methodology +5

An innovative interpretable combined learning model for wind speed forecasting

Pei Du, Dongchuan Yang, Yanzhao Li et al. · Applied Energy · 2024 · 45 citations

Meteorology, Forecasting Methodology, Innovative Interpretable +11

Daily tourism demand forecasting before and during COVID-19: data predictivity and an improved decomposition-ensemble framework

Yanzhao Li, Dongchuan Yang, Ju’e Guo et al. · Current Issues in Tourism · 2023 · 13 citations