A critical review of wind power forecasting methods—past, present and future

S Hanifi, X Liu, Z Lin, S Lotfian - Energies, 2020 - mdpi.com
The largest obstacle that suppresses the increase of wind power penetration within the
power grid is uncertainties and fluctuations in wind speeds. Therefore, accurate wind power …

Wind power generation: A review and a research agenda

SA Vargas, GRT Esteves, PM Maçaira… - Journal of Cleaner …, 2019 - Elsevier
The use of renewable energy resources, especially wind power, is receiving strong attention
from governments and private institutions, since it is considered one of the best and most …

Hour-ahead wind power forecast based on random forests

A Lahouar, JBH Slama - Renewable energy, 2017 - Elsevier
Due to its chaotic nature, the wind behavior is difficult to forecast. Predicting wind power is a
real challenge for dispatchers who need to estimate renewable generation in advance to …

Current status and future advances for wind speed and power forecasting

J Jung, RP Broadwater - Renewable and Sustainable Energy Reviews, 2014 - Elsevier
This paper presents an overview of existing research on wind speed and power forecasting.
It first discusses state-of-the-art wind speed and power forecasting approaches. Then …

RETRACTED: Artificial neural networks applications in wind energy systems: A review

R Ata - 2015 - Elsevier
One of the conditions of submission of a paper for publication is that authors declare
explicitly that their work is original and has not been submitted to nor appeared in another …

[HTML][HTML] Offshore wind power forecasting based on WPD and optimised deep learning methods

S Hanifi, H Zare-Behtash, A Cammarano, S Lotfian - Renewable Energy, 2023 - Elsevier
Accurate wind power forecasting is vital for (i) wind power management,(ii) penetration
increment of the power generated into the power grid, and (iii) making maintenance more …

State-of-the-art one-stop handbook on wind forecasting technologies: An overview of classifications, methodologies, and analysis

B Yang, L Zhong, J Wang, H Shu, X Zhang, T Yu… - Journal of Cleaner …, 2021 - Elsevier
Wind energy has the inherent nature of intermittence and randomness, such that its accurate
prediction is extremely critical to ensure safe and stable operation of power system with …

Wind speed and solar irradiance forecasting techniques for enhanced renewable energy integration with the grid: a review

EB Ssekulima, MB Anwar, A Al Hinai… - IET Renewable …, 2016 - Wiley Online Library
Power generation from renewable energy resources is on the increase in most countries,
and this trend is expected to continue in the foreseeable future. In an effort to enhance the …

Artificial intelligence based hybrid forecasting approaches for wind power generation: Progress, challenges and prospects

MSH Lipu, MS Miah, MA Hannan, A Hussain… - IEEE …, 2021 - ieeexplore.ieee.org
Globally, wind energy is growing rapidly and has received huge consideration to fulfill global
energy requirements. An accurate wind power forecasting is crucial to achieve a stable and …

Research and application of a hybrid forecasting framework based on multi-objective optimization for electrical power system

J Wang, W Yang, P Du, Y Li - Energy, 2018 - Elsevier
Electrical power system (EPS) forecasting plays a significant role in economic and social
development but it remains an extremely challenging task. Because of its significance …