辽东绿色经济区蓝莓成熟期大风致灾风险分析

董海涛, 孙擎, 单璐璐, 孟鑫, 李如楠, 房一禾 - 中国农业气象, 2024 - zgnyqx.ieda.org.cn
基于1991− 2020 年长时间序列的辽宁省9 个国家级气象台站的大风观测资料和蓝莓生育期数据
, 选择最优机器学习模型延长极大风速时间序列, 利用对应站点的极大风速和灾情信息数据 …

Wind shear and wind veer effects on wind turbines

JK Lundquist - Handbook of Wind Energy Aerodynamics, 2022 - Springer
This chapter highlights key contributions to the scientific literature on the sources of wind
shear and wind veer in the atmospheric boundary layer, observations of shear and veer, and …

Intelligent design and optimization of wind turbines

W Hu, J Fang, Z Liu, J Tan - Wind Energy Engineering, 2023 - Elsevier
Wind energy has now become one of the most important renewable energies. Design and
optimization processes are essential to improve the stability and effectiveness of wind …

[PDF][PDF] Pattern sequence similarity based techniques for wind speed forecasting

N Bokde, A Troncoso, G Asencio-Cortés… - Proceedings of the …, 2017 - researchgate.net
The accurate prediction of wind speed has turned into a very hot topic in recent years. The
wind is a clean source of energy that is increasingly being used. In this work, the suitability of …

IEA wind TCP: Results of IEA wind TCP workshop on a grand vision for wind energy technology

KL Dykes, PS Veers, EJ Lantz, H Holttinen, O Carlson… - 2019 - osti.gov
This report provides workshop findings including the future landscape of the electricity
system with over 50% of the electricity supply from wind energy, a review of key innovation …

Lowering post‐construction yield assessment uncertainty through better wind plant power curves

N Bodini, M Optis, J Perr‐Sauer, E Simley… - Wind Energy, 2022 - Wiley Online Library
Many operational analyses of wind power plants require a statistical relationship, which can
be called the wind plant power curve, to be developed between wind plant energy …

[PDF][PDF] A preliminary feasibility study on wind resource and assessment of a novel low speed wind turbine for application in Africa

K Adeyeye, N Ijumba, J Colton - Energy Eng, 2022 - academia.edu
This paper posits that a low-speed wind turbine design is suitable for harnessing wind
energy in Africa. Conventional wind turbines consisting of propeller designs are commonly …

Revisiting the modeling of wind turbine power curves using neural networks and fuzzy models: an application-oriented evaluation

GA Barreto, IS Brasil, LGM Souza - Energy Systems, 2022 - Springer
Wind turbine power curve (WTPC) modeling from measured data is essential to predict the
power generation from wind farms. Polynomial regression is commonly the first choice for …

A machine learning approach for modeling irregular regions with multiple owners in wind farm layout design

SR Reddy - Energy, 2021 - Elsevier
Wind farm development projects require a detailed survey of the eligible land. The land
selected is often segmented into different region, each owned by different landowners with …

Power optimization for wind turbines based on stacking model and pitch angle adjustment

Z Luo, Z Sun, F Ma, Y Qin, S Ma - Energies, 2020 - mdpi.com
As we know, power optimization for wind turbines has great significance in the area of wind
power generation, which means to make use of wind resources more efficiently. Especially …