[PDF][PDF] The state-of-the-art in short-term prediction of wind power: A literature overview

G Giebel, R Brownsword, G Kariniotakis, M Denhard… - 2011 - orbit.dtu.dk
Deliverable Report Page 1 General rights Copyright and moral rights for the publications made
accessible in the public portal are retained by the authors and/or other copyright owners and it …

A review on the recent history of wind power ramp forecasting

C Gallego-Castillo, A Cuerva-Tejero… - … and Sustainable Energy …, 2015 - Elsevier
Forecasting large and fast variations of wind power (the so-called ramps) helps achieve the
integration of large amounts of wind energy. This paper presents a survey on wind power …

基于小波—BP 神经网络的短期风电功率预测方法

师洪涛, 杨静玲, 丁茂生, 王金梅 - 电力系统自动化, 2011 - epjournal.csee.org.cn
建立风电功率预测系统并提高其预测精度是大规模开发风电的关键技术之一.
基于数值天气预报, 建立了反向传播(BP) 神经网络风电功率预测模型, 并采用某风电场实际数据 …

Evaluating the quality of scenarios of short-term wind power generation

P Pinson, R Girard - Applied Energy, 2012 - Elsevier
Scenarios of short-term wind power generation are becoming increasingly popular as input
to multistage decision-making problems eg multivariate stochastic optimization and …

Hybrid wavelet-PSO-ANFIS approach for short-term wind power forecasting in Portugal

JPS Catalao, HMI Pousinho… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The increased integration of wind power into the electric grid, as it occurs today in Portugal,
poses new challenges due to its intermittency and volatility. Wind power forecasting plays a …

Wind power ramp event forecasting using a stochastic scenario generation method

M Cui, D Ke, Y Sun, D Gan, J Zhang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Wind power ramp events (WPREs) have received increasing attention in recent years as
they have the potential to impact the reliability of power grid operations. In this paper, a …

[PDF][PDF] 基于空间相关性的风电功率预测研究综述

叶林, 赵永宁 - 电力系统自动化, 2014 - researchgate.net
由于风电具有很强的随机性和波动性, 因此大规模风电并网会对电力系统的运行和稳定性造成很
大的影响. 如何准确预测区域风电场的功率已经成为当今电力系统亟待解决的研究课题 …

A data-driven methodology for probabilistic wind power ramp forecasting

M Cui, J Zhang, Q Wang, V Krishnan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With increasing wind penetration, wind power ramps (WPRs) are currently drawing great
attention to balancing authorities, since these wind ramps largely affect power system …

Spatio‐temporal analysis and modeling of short‐term wind power forecast errors

J Tastu, P Pinson, E Kotwa, H Madsen… - Wind energy, 2011 - Wiley Online Library
Forecasts of wind power production are increasingly being used in various management
tasks. So far, such forecasts and related uncertainty information have usually been …

Forecasting ramps of wind power production with numerical weather prediction ensembles

A Bossavy, R Girard, G Kariniotakis - Wind Energy, 2013 - Wiley Online Library
Today, there is a growing interest in developing short‐term wind power forecasting tools
able to provide reliable information about particular, so‐called 'extreme'situations. One of …