Feng Zheng

A novel combination forecasting model for wind power integrating least square support vector machine, deep belief network, singular spectrum analysis and locality-sensitive hashing

Yachao Zhang, Jian Le, Xiaobing Liao et al. · Energy · 2018 · 117 citations

Forecasting Methodology, Engineering, Machine Learning +8

Improved Deep Belief Network for Short-Term Load Forecasting Considering Demand-Side Management

Xiangyu Kong, Chuang Li, Feng Zheng et al. · IEEE Transactions on Power Systems · 2019 · 113 citations

Demand-side Management, Forecasting Methodology, Engineering +15

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

Fault Ride-Through Capability Enhancement of DFIG-Based Wind Turbine With a Flux-Coupling-Type SFCL Employed at Different Locations

Lei Chen, Changhong Deng, Feng Zheng et al. · IEEE Transactions on Applied Superconductivity · 2014 · 78 citations

Simulation Model, Electrical Engineering, Engineering +12

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