Zhetong Ding

A Transformer-Based Method of Multienergy Load Forecasting in Integrated Energy System

Chen Wang, Ying Wang, Zhetong Ding et al. · IEEE Transactions on Smart Grid · 2022 · 239 citations

Distributed Energy System, Engineering, Machine Learning +20

Probabilistic Multi-Energy Load Forecasting for Integrated Energy System Based on Bayesian Transformer Network

Chen Wang, Ying Wang, Zhetong Ding et al. · IEEE Transactions on Smart Grid · 2023 · 52 citations

Engineering, Machine Learning, Energy Efficiency +20

Ensemble learning based multi-modal intra-hour irradiance forecasting

Shuo Shan, Chenxi Li, Zhetong Ding et al. · Energy Conversion and Management · 2022 · 37 citations

Probabilistic Forecasting, Engineering, Machine Learning +6

ACGL-TR: A deep learning model for spatio-temporal short-term irradiance forecast

Shuo Shan, Zhetong Ding, Kanjian Zhang et al. · Energy Conversion and Management · 2023 · 21 citations

Forecasting Methodology, Probabilistic Forecasting, Spatiotemporal Diagnostics +9

Two-stage dynamic aggregation involving flexible resource composition and coordination based on submodular optimization

Zhetong Ding, Yaping Li, Kaifeng Zhang et al. · Applied Energy · 2024 · 20 citations

Engineering, Two-stage Dynamic Aggregation, Distributed Coordination +13