VARIABILITYAND PREDICTABILITY OF LARGE-SCALE WIND
Wind power generation fluctuates because of continually changing wind speeds. Accurate forecasting models are required for successfully integrating such fluctuating generation into the grid and market.
Wind measurements and data analysis
Wake effect: Wind turbines reduce wind speeds as they extract energy from the wind => shading effect for the turbines standing behind => Put the turbines as far apart as possible
Multi‐dimensional evaluation and diagnostic methods for wind
To achieve more precise and systematic diagnostic work on the power generation performance of wind turbines, this paper focuses on three factors: air density, turbulence intensity, and yaw adaptability.
Detecting and calibrating large biases in global onshore wind power
The global capacity for wind power has grown rapidly in recent years, yet uncertainties in wind power density (WPD) assessments still hinder effective climate change mitigation efforts.
Abnormal wind speed detection and prediction: methodology
Accurate wind speed prediction is crucial for conserving power resources and enhancing power utilization efficiency. However, deviations from typical wind patterns can introduce errors into
Spatio-temporal estimation of wind speed and wind power using
Here, we propose a methodological framework which (1) uses machine learning to reconstruct a spatio-temporal field of wind speed on a regular grid from spatially irregularly distributed measurements and
A new measure of wind power variability with implications for the
This paper proposes a new measure of wind power variability and investigates the impacts of wind power variability on the optimal sizing of Standalone Wind Power (SWP) systems.
A review of wind speed and wind power forecasting with deep neural
In this review, three challenges to accurate WS/WP forecasting under complex conditions are identified, namely, data uncertainties, incomplete features, and intricate nonlinear relationships.
Investigation of the Features Influencing the Accuracy of Wind Turbine
Some of these measurements are erroneous, while others are influenced by additional factors affecting generation beyond wind speed alone. This study presents an investigation of the
How Climate Change Impacts the Wind Power Industry | Earth
New wind measurement technologies have helped map wind turbine placement and forecast storms that affect power generation. However, rising global temperatures are increasing