Power prediction of a wind farm cluster based on spatiotemporal correlations

J Zhang, D Liu, Z Li, X Han, H Liu, C Dong, J Wang… - Applied Energy, 2021 - Elsevier
Accurate power prediction of wind farm clusters is important for safe and economic operation
of power systems with high wind power penetration. Current superposition and statistical …

[HTML][HTML] Short-term forecasting for multiple wind farms based on transformer model

K Qu, G Si, Z Shan, XG Kong, X Yang - Energy Reports, 2022 - Elsevier
With the rapid growth of wind power installed capacity in recent years, the distribution of
wind farms will be relatively dense, and there are usually multiple wind farms in the same …

Spatio-temporal probabilistic forecasting of photovoltaic power based on monotone broad learning system and copula theory

N Zhou, X Xu, Z Yan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Probabilistic forecasting of photovoltaic (PV) power provides system operators with pertinent
information on the uncertainty of PV power generation. This paper proposes a spatio …

Ultra-Short-Term Prediction Method of Wind Power for Massive Wind Power Clusters Based on Feature Mining of Spatiotemporal Correlation

B Wang, T Wang, M Yang, C Han, D Huang, D Gu - Energies, 2023 - mdpi.com
With the centralization of wind power development, power-prediction technology based on
wind power clusters has become an important means to reduce the volatility of wind power …

Dual‐stage day‐ahead optimized performance of renewable‐based microgrids

AM Helmi, FK Abo‐Elyousr… - IET Renewable …, 2023 - Wiley Online Library
In distributed networks, wind turbine generators (WTGs) are to be optimally sized and
positioned for cost‐effective and efficient network service. Various meta‐heuristic algorithms …

Wind Speed Prediction for Multiple Wind Farms Based on Improved Vine-Copula Method

B Zhang, X Ning, Y Li, Q Li, S Feng… - 2024 43rd Chinese …, 2024 - ieeexplore.ieee.org
The traditional Vine-Copula method employs Vine structure to represent the dependent
structure between wind speed of wind turbines in wind farms, which can fully capture the …

Multiple Wind Farms Power Generation Scenario Generation and Reduction Based on Multivariate Copula Function and Greedy Strategy

D Cheng, F Xing, R Su, H Qi, L Ma, H Ma… - … on Power and …, 2023 - ieeexplore.ieee.org
Large scale access integration of wind power generation brings great challenges to power
system. Scenario generation and reduction are the basis for power system security …