A review of modern wind power generation forecasting technologies
WC Tsai, CM Hong, CS Tu, WM Lin, CH Chen - Sustainability, 2023 - mdpi.com
The prediction of wind power output is part of the basic work of power grid dispatching and
energy distribution. At present, the output power prediction is mainly obtained by fitting and …
energy distribution. At present, the output power prediction is mainly obtained by fitting and …
Time-sharing frequency coordinated control strategy for PMSG-based wind turbine
In order to enable the permanent magnet synchronous generator (PMSG)-based wind
turbine (WT) to capture more wind energy while providing fast frequency supports effectively …
turbine (WT) to capture more wind energy while providing fast frequency supports effectively …
[PDF][PDF] 考虑频率安全的电力系统规划与运行优化研究综述与展望
张程铭, 柳璐, 程浩忠, 陆建忠, 张建**, 励刚 - 电网技术, 2022 - epjournal.csee.org.cn
随着可再生能源并网规模的增加, 电力系统惯性下降, 频率响应能力减弱, 频率安全事故凸显.
考虑频率安全的电力系统规划与运行优化是提升系统频率响应能力的有效途径 …
考虑频率安全的电力系统规划与运行优化是提升系统频率响应能力的有效途径 …
Short-term wind power forecasting based on multi-scale receptive field-mixer and conditional mixture copula
J Li, J Chen, Z Chen, Y Nie, A Xu - Applied Soft Computing, 2024 - Elsevier
Integrating renewable wind power (WP) into the grid exacerbates variability and challenges
reliability. Establishing an effective forecasting system is crucial for risk avoidance, but …
reliability. Establishing an effective forecasting system is crucial for risk avoidance, but …
A fuzzy time series forecasting model with both accuracy and interpretability is used to forecast wind power
X Shi, J Wang, B Zhang - Applied Energy, 2024 - Elsevier
Considering the current research focus on the interpretability and efficiency of wind speed
prediction models, this research presents a novel prediction model for dynamic non …
prediction models, this research presents a novel prediction model for dynamic non …
Coordinated rotor speed and pitch angle control of wind turbines for accurate and efficient frequency response
G Tu, Y Li, J **ang - IEEE Transactions on Power Systems, 2021 - ieeexplore.ieee.org
This paper presents a wind turbine (WT) control strategy to deliver frequency response (FR)
that is similar to conventional synchronous generators, ie, to deliver accurate and efficient …
that is similar to conventional synchronous generators, ie, to deliver accurate and efficient …
A newly combination model based on data denoising strategy and advanced optimization algorithm for short-term wind speed prediction
Accurate implementation of short-term wind speed prediction can not only improve the
efficiency of wind power generation, but also relieve the pressure on the power system and …
efficiency of wind power generation, but also relieve the pressure on the power system and …
[HTML][HTML] Babysitting hyperparameter optimization and 10-fold-cross-validation to enhance the performance of ML methods in Predicting Wind Speed and Energy …
SM Malakouti - Intelligent Systems with Applications, 2023 - Elsevier
Academics have been interested in renewable energy for a long time, and research has
been done on how to use it, collect it, manage it, make it more efficient, and find uses for it …
been done on how to use it, collect it, manage it, make it more efficient, and find uses for it …
MPC-based virtual energy storage system using PV and air conditioner to emulate virtual inertia and frequency regulation of the low-inertia microgrid
Grid-connected large-scale power converter-based intermittent renewable energy sources
(RES) reduce system inertia, increase frequency fluctuation, and increase the rate of change …
(RES) reduce system inertia, increase frequency fluctuation, and increase the rate of change …
[HTML][HTML] Robust allocation of distributed energy storage systems considering locational frequency security
In low-inertia grids, distributed energy storage systems can provide fast frequency support to
improve the frequency dynamics. However, the pre-determination of locational demands for …
improve the frequency dynamics. However, the pre-determination of locational demands for …