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 …

[HTML][HTML] Validating the effect of fuel moisture content by a multivalued operator in a simplified physical fire spread model

MI Asensio, JM Cascón, P Laiz… - … Modelling & Software, 2023 - Elsevier
Fuel moisture content (FMC) plays a significant role in wildfire behavior and rate of spread
(ROS). In addition, FMC is a highly dynamic factor and very vulnerable to climate variations …

Comparing annual extreme winds in Iran predicted by numerical weather forecasting and Gram-Charlier statistical model with meteorological observation data

L Mahmoudi, W Wang, N Ikegaya - Building and Environment, 2024 - Elsevier
Iran has been experiencing severe dust storms due to strong wind speeds that cause sand
erosion. This erosion is particularly pronounced in the semi-arid and arid zones. Wind speed …

A spatial transfer-based hybrid model for wind speed forecasting

X Chen, X Ye, J Shi, Y Zhang, X Xiong - Energy, 2024 - Elsevier
Accurate wind speed forecasting is essential for optimizing energy dispatch and enhancing
grid stability. This study presents a novel hybrid wind speed forecasting model (WSDTW …

[HTML][HTML] Understanding the Seasonal Dynamics of Surface PM2. 5 Mass Distribution and Source Contributions over Thailand

SH Bran, R Macatangay, C Chotamonsak… - Atmospheric …, 2024 - Elsevier
The escalating levels of aerosols have emerged as a significant concern for climate
extremes in the Southeast Asian regions, particularly accentuated during El Nino Years. In …

Contributions of Regional Transport Versus Local Emissions and Their Retention Effects During PM2.5 Pollution Under Various Stable Weather in Shanghai

B He, G Yu, X Zhang, Z He, Q Wang, Q Liu… - Frontiers in …, 2022 - frontiersin.org
Understanding the formation and development processes of air pollution events is key to
improving urban air quality. In this study, the air pollution episodes in stable synoptic …

EOLO, a wind energy forecaster based on public information and automatic learning for the Spanish Electricity Markets

D Prieto-Herráez, S Martínez-Lastras, L Frías-Paredes… - Measurement, 2024 - Elsevier
For the correct operation of the electricity system, producers must provide an estimate of the
energy they are going to discharge into the system, and they must face financial penalties if …

Forecasting the wind power generation in China by seasonal grey forecasting model based on collaborative optimization

A Sui, W Qian - RAIRO-Operations Research, 2021 - rairo-ro.org
Renewable energy represented by wind energy plays an increasingly important role in
China's national energy system. The accurate prediction of wind power generation is of …

Analysis of the suitability of the EOLO wind-predictor model for the spanish electricity markets

S Martínez-Lastras, L Frías-Paredes, D Prieto-Herráez… - Energies, 2023 - mdpi.com
Wind energy forecasting is a critical aspect for wind energy producers, given that the chaotic
nature and the intermittence of meteorological wind cause difficulties for both the integration …

Study of Wind Field and Surface Wind Pressure of Solar Greenhouse Group under Valley Topography Conditions

Z Gao, J Xu, R Wang, Y Jiang, Z Liang - Agronomy, 2024 - mdpi.com
There is a wind interference effect between greenhouses in a group arrangement of solar
greenhouse groups. To ensure the structural integrity of greenhouse groups situated in …