3 papers
eess.SY2024
Nonparametric End-to-End Probabilistic Forecasting of Distributed Generation Outputs Considering Missing Data Imputation
Minghui Chen, Zichao Meng, Yanping Liu +3
In this paper, we introduce a nonparametric end-to-end method for probabilistic forecasting of distributed renewable generation outputs while including missing data imputation. Fir…
eess.SY2023
An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning
Zichao Meng, Ye Guo, Hongbin Sun
This paper studies an adaptive approach for probabilistic wind power forecasting (WPF) including offline and online learning procedures. In the offline learning stage, a base forec…
eess.SY2022
Energy-grade double pricing mechanism for a combined heat and power system using the asynchronous dispatch method
Xinyi Yi, Ye Guo, Hongbin Sun +2
The problem of heat and electricity pricing in combined heat and power systems regarding the time scales of electricity and heat, as well as thermal energy quality, is studied. Bas…