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Approaches to wind power curve modeling: A review and discussion
Wind power curves play important roles in wind power forecasting, wind turbine condition
monitoring, estimation of wind energy potential and wind turbine selection. In practice, it is a …
monitoring, estimation of wind energy potential and wind turbine selection. In practice, it is a …
Scientometric review of artificial intelligence for operations & maintenance of wind turbines: The past, present and future
Wind energy has emerged as a highly promising source of renewable energy in recent
times. However, wind turbines regularly suffer from operational inconsistencies, leading to …
times. However, wind turbines regularly suffer from operational inconsistencies, leading to …
Modeling wind-turbine power curve: A data partitioning and mining approach
Abstract Model of a power curve allows to analyze performance of a wind turbine and
compare it with other turbines. An approach based on centers of data partitions and data …
compare it with other turbines. An approach based on centers of data partitions and data …
[HTML][HTML] A review on state-of-the-art reviews in wind-turbine-and wind-farm-related topics
For decades of wind energy technology developments, much research on the subject has
been carried out, and this has given rise to many works encompassing different topics …
been carried out, and this has given rise to many works encompassing different topics …
[HTML][HTML] Long-term lifetime prediction of power mosfet devices based on lstm and gru algorithms
Predicting the long-term lifetime of power MOSFET devices plays a central role in the
prevention of unprecedented failures for power MOSFETs used in safety-critical …
prevention of unprecedented failures for power MOSFETs used in safety-critical …
Power curve modelling for wind turbines
AA Teyabeen, FR Akkari… - 2017 UKSim-AMSS 19th …, 2017 - ieeexplore.ieee.org
The wind turbine power curve WTPC describes the relationship between wind speed and
turbine power output. Power curve, provided by the manufacturer is one of the most …
turbine power output. Power curve, provided by the manufacturer is one of the most …
Wind turbine power curve modeling with a hybrid machine learning technique
S Pei, Y Li - Applied Sciences, 2019 - mdpi.com
Featured Application The proposed method can provide accurate wind turbine power curves
even in the presence of outliers. Abstract A power curve of a wind turbine describes the …
even in the presence of outliers. Abstract A power curve of a wind turbine describes the …
Evaluating the impact of sub-hourly unit commitment method on spinning reserve in presence of intermittent generators
This paper presents an algorithm to deal with thermal Unit Commitment which takes into
account the intermittency and volatility of the renewable energies such as wind and solar …
account the intermittency and volatility of the renewable energies such as wind and solar …
Comparison of modeling methods for wind power prediction: a critical study
Prediction of power generation of a wind turbine is crucial, which calls for accurate and
reliable models. In this work, six different models have been developed based on wind …
reliable models. In this work, six different models have been developed based on wind …
[HTML][HTML] A review on wind turbine deterministic power curve models
D Villanueva, A Feijóo - Applied Sciences, 2020 - mdpi.com
Over the last decades, wind energy has been arising as one of the most promising sources
for the future of energy supply, and this trend should be reinforced in the future due to the …
for the future of energy supply, and this trend should be reinforced in the future due to the …