Probabilistic estimation model of power curve to enhance power output forecasting of wind generating resources
Sign Up to like & getrecommendations! Published in 2021 at "Energy"
DOI: 10.1016/j.energy.2021.120000
Abstract: Abstract Wind-generating resources are variable and uncertain compared to traditional power generation resources. The accurate short-term forecasting of power outputs is essential to the extensive integration of wind generation into power grids. The variability of… read more here.
Keywords: power; power curve; estimation; wind generating ... See more keywords
A Normal Behavior Model Based on Power Curve and Stacked Regressions for Condition Monitoring of Wind Turbines
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3196116
Abstract: Wind turbines (WTs) are complex systems composed of multiple components. In order to assess the overall condition of a given WT, one may need to employ multiple models; such a solution, however, is deemed to… read more here.
Keywords: power curve; behavior model; wind turbines; normal behavior ... See more keywords
Direction-Dependent Power Curve Modeling for Multiple Interacting Wind Turbines
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2017.2737529
Abstract: In industrial-scale wind farms, interactions among multiple turbines alter the power generation efficiency of turbines. In general, turbines in downwind rows are impacted by wind deficits, producing less power, compared to upstream turbines. Therefore, the… read more here.
Keywords: direction; wind; power curve; direction dependent ... See more keywords
Adaptive Confidence Boundary Modeling of Wind Turbine Power Curve Using SCADA Data and Its Application
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Sustainable Energy"
DOI: 10.1109/tste.2018.2866543
Abstract: With the rapid development of wind power industry recently, huge data source are accumulated by the widespread supervisory control and data acquisition systems. The data-driven wind turbine power curve plays an important role in many… read more here.
Keywords: power; power curve; wind turbine; modeling ... See more keywords
Output wind power curve optimization based on design wind speed concept
Sign Up to like & getrecommendations! Published in 2020 at "Wind Engineering"
DOI: 10.1177/0309524x19901005
Abstract: The output wind power curve versus wind speed is the most important characterization parameter of wind turbines. It allows quantifying and analyzing the design performances of wind turbines, monitoring its database, and controlling the operation… read more here.
Keywords: output wind; power curve; wind; wind power ... See more keywords
SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10238685
Abstract: Power curves, supplied by turbine manufacturers, are extensively used in condition monitoring, energy estimation, and improving operational efficiency. However, there is substantial uncertainty linked to power curve measurements as they usually take place only at… read more here.
Keywords: machine; estimation; power curve; uncertainty ... See more keywords
Wind Turbine Power Curve Upgrades
Sign Up to like & getrecommendations! Published in 2018 at "Energies"
DOI: 10.3390/en11051300
Abstract: Full-scale wind turbine is a mature technology and therefore several retrofitting techniques have recently been spreading in the industry to further improve the efficiency of wind kinetic energy conversion. This kind of interventions is costly… read more here.
Keywords: wind; power curve; energy; turbine power ... See more keywords
Assessment and Performance Evaluation of a Wind Turbine Power Output
Sign Up to like & getrecommendations! Published in 2018 at "Energies"
DOI: 10.3390/en11081992
Abstract: Estimation errors have constantly been a technology bother for wind power management, often time with deviations of actual power curve (APC) from the turbine power curve (TPC). Power output dispersion for an operational 800 kW… read more here.
Keywords: turbine; wind; power curve; power output ... See more keywords
Integrated Wind Farm Power Curve and Power Curve Distribution Function Considering the Wake Effect and Terrain Gradient
Sign Up to like & getrecommendations! Published in 2019 at "Energies"
DOI: 10.3390/en12132482
Abstract: This work presents a computational method for the simulation of wind speeds and for the calculation of the statistical distributions of wind farm (WF) power curves, where the wake effects and terrain features are taken… read more here.
Keywords: power curve; wind farm; power; farm power ... See more keywords