Review of several key processes in wind power forecasting: Mathematical formulations, scientific problems, and logical relations

M Yang, Y Huang, C Xu, C Liu, B Dai - Applied Energy, 2025 - Elsevier
Wind power forecasting (WPF) is the crucial technology for power system operation with
large-scale grid-connected wind farms. A large number of related studies have emerged …

Precipitation prediction by integrating rough set on fuzzy approximation space with deep learning techniques

T Manna, A Anitha - Applied Soft Computing, 2023 - Elsevier
Artificial intelligence has evolved into a mechanism that can predict environmental changes
and investigate climatic conditions. In recent days, extreme precipitation and flooding have …

A novel approach to ultra-short-term multi-step wind power predictions based on encoder–decoder architecture in natural language processing

L Wang, Y He, L Li, X Liu, Y Zhao - Journal of Cleaner Production, 2022 - Elsevier
Accurate wind power predictions (WPPs) are highly significant to the safety, stability, and
economic operation of power systems. The reported encoder-–decoder architectures have …

Usage of correlation analysis and hypothesis test in optimizing the gated recurrent unit network for wind speed forecasting

J Wu, N Li, Y Zhao, J Wang - Energy, 2022 - Elsevier
Accurate wind speed forecasting is vital to unlocking the potential of wind energy and
improving its utilization. By focusing on the input optimization of the network, this study …

Assessment of the wind energy potential and economic viability of selected sites along Nigeria's coastal and offshore locations

AA Attabo, OO Ajayi, SO Oyedepo… - Frontiers in Energy …, 2023 - frontiersin.org
Wind energy is a promising sector in the power generation industry because it is renewable
and globally available. In this research work, the wind energy potential and the economic …

Integrated preventive–proactive–reactive offshore wind farms maintenance planning

G Bocewicz, RD Frederiksen, P Nielsen… - Annals of Operations …, 2024 - Springer
By integrating preventive, proactive, and reactive maintenance strategies, offshore wind farm
(OWF) operators can ensure that wind turbines (WT) can operate as much as possible …

Additives optimisation for expansive soil subgrade improvement based on rough set theory

M Pirouz, M Arabani - Road Materials and Pavement Design, 2023 - Taylor & Francis
The swell-shrink characteristics of the expansive soils, due to the properties of their clay
minerals, make them unsuitable for engineering constructions in their natural forms. One of …

Fuzzy prediction of the mine's ventilation structure's tunnel air volume

Z Wang, L Shao, C Yang - Expert Systems with Applications, 2023 - Elsevier
For the problem that it is difficult to accurately measure the air volume in the tunnel where
the mine ventilation structure is located. Firstly, the tunnel air volume value is expressed by …

Survey on deep fuzzy systems in regression applications: A view on interpretability

J SS Júnior, J Mendes, F Souza… - International Journal of …, 2023 - Springer
Deep learning (DL) has captured the attention of the community with an increasing number
of recent papers in regression applications, including surveys and reviews. Despite the …

Prediction of rural tourism suitability based on multi-dimensional evaluation model

Y Li - Proceedings of the Institution of Civil Engineers-Smart …, 2023 - icevirtuallibrary.com
There is an increased focus on how to improve tourism quality in rural areas. To provide
reference and guidance for both tourists and tourism departments, a multi-dimensional …