Yachao Zhang

Deterministic and probabilistic interval prediction for short-term wind power generation based on variational mode decomposition and machine learning methods

Yachao Zhang, Kaipei Liu, Liang Qin et al. · Energy Conversion and Management · 2016 · 162 citations

Engineering, Machine Learning Methods, Smart Grid +9

Two-stage distributionally robust coordinated scheduling for gas-electricity integrated energy system considering wind power uncertainty and reserve capacity configuration

Yachao Zhang, Jian Le, Feng Zheng et al. · Renewable Energy · 2018 · 100 citations

Distributed Energy System, Unit Commitment, Wind Power Uncertainty +9

A data-driven distributionally robust optimization model for multi-energy coupled system considering the temporal-spatial correlation and distribution uncertainty of renewable energy sources

Yachao Zhang, Yan Liu, Shengwen Shu et al. · Energy · 2020 · 78 citations

Distributed Energy System, Distribution Uncertainty, Data-driven Optimization +10

Distributionally robust optimization scheduling of electricity and natural gas integrated energy system considering confidence bands for probability density functions

Yachao Zhang, Feng Zheng, Shengwen Shu et al. · International Journal of Electrical Power & Energy Systems · 2020 · 46 citations

Mathematical Programming, Unit Commitment, Engineering +10

Cooperative optimization scheduling of the electricity-gas coupled system considering wind power uncertainty via a decomposition-coordination framework

Yachao Zhang, Zhanghao Huang, Feng Zheng et al. · Energy · 2019 · 38 citations

Distributed Energy System, Unit Commitment, Wind Power Uncertainty +9