The Fate of Mud Nourishment in Response to Short-Term Wind Forcing
Sign Up to like & getrecommendations! Published in 2020 at "Estuaries and Coasts"
DOI: 10.1007/s12237-020-00767-4
Abstract: In this study, results from a realistic 3D hydrodynamic and sediment transport model, applied to a channel in the Dutch Wadden Sea, are analyzed in order to assess the effect of short-term wind forcing, the… read more here.
Keywords: wind forcing; transport; sediment; term wind ... See more keywords
Short-term wind speed predicting framework based on EEMD-GA-LSTM method under large scaled wind history
Sign Up to like & getrecommendations! Published in 2021 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2020.113559
Abstract: Abstract Accurate short-term wind speed prediction is of great significance for early warning and regulation of wind farms. At present, the scale of wind speed time-history data is increasing, and its time resolution is also… read more here.
Keywords: term wind; short term; wind speed; method ... See more keywords
Ramp forecasting performance from improved short-term wind power forecasting over multiple spatial and temporal scales
Sign Up to like & getrecommendations! Published in 2017 at "Energy"
DOI: 10.1016/j.energy.2017.01.104
Abstract: The large variability and uncertainty in wind power generation present a concern to power system operators, especially given the increasing amounts of wind power being integrated into the electric power system. Large ramps, one of… read more here.
Keywords: power; ramp forecasting; term wind; wind power ... See more keywords
Short-term wind speed forecasting in Uruguay using computational intelligence
Sign Up to like & getrecommendations! Published in 2019 at "Heliyon"
DOI: 10.1016/j.heliyon.2019.e01664
Abstract: Short-term wind speed forecasting for Colonia Eulacio, Soriano Department, Uruguay, is performed by applying an artificial neural network (ANN) technique to the hourly time series representative of the site. To train the ANN and validate… read more here.
Keywords: term wind; speed forecasting; short term; wind speed ... See more keywords
Short-term wind forecast of a data assimilation/weather forecasting system with wind turbine anemometer measurement assimilation
Sign Up to like & getrecommendations! Published in 2017 at "Renewable Energy"
DOI: 10.1016/j.renene.2017.02.014
Abstract: Abstract In recent years, adopting renewable energy, such as wind power, has become a national energy policy for many countries due to concerns of pollution and climate change from fossil fuel consumption. However, accurate prediction… read more here.
Keywords: assimilation; system; forecast; term wind ... See more keywords
Short-term wind speed forecasting using wavelet transformation and AdaBoosting neural networks in Yunnan wind farm
Sign Up to like & getrecommendations! Published in 2017 at "Iet Renewable Power Generation"
DOI: 10.1049/iet-rpg.2016.0118
Abstract: Wind speed presents a potential seasonal pattern revealed by the self-similarity in wavelet periodogram with various scales. The corresponding seasonal pattern will promote the improvement of the short-term wind speed forecasting accuracy. In this study,… read more here.
Keywords: speed; wind speed; term wind; speed forecasting ... See more keywords
Short-Term Wind Power Prediction Method Based on Combination of Meteorological Features and CatBoost
Sign Up to like & getrecommendations! Published in 2023 at "Wuhan University Journal of Natural Sciences"
DOI: 10.1051/wujns/2023282169
Abstract: As one of the hot topics in the field of new energy, short-term wind power prediction research should pay attention to the impact of meteorological characteristics on wind power while improving the prediction accuracy. Therefore,… read more here.
Keywords: term wind; prediction; wind power; short term ... See more keywords
A novel deep learning approach for short-term wind power forecasting based on infinite feature selection and recurrent neural network
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Renewable and Sustainable Energy"
DOI: 10.1063/1.5024297
Abstract: There are many features that have been taken into consideration for wind power forecasting. Since properly ranking these relevant features, often redundant, can be quite difficult, highly accurate short term wind power forcasting remains a… read more here.
Keywords: wind power; wind; short term; term wind ... See more keywords
Short-term wind speed forecasting based on autoregressive moving average with echo state network compensation
Sign Up to like & getrecommendations! Published in 2019 at "Wind Engineering"
DOI: 10.1177/0309524x19849867
Abstract: In order to improve the forecasting accuracy of short-term wind speed, a forecasting method based on autoregressive moving average with echo state network compensation is proposed in this article. First, the linear and nonlinear characteristics… read more here.
Keywords: short term; wind speed; term wind; forecasting ... See more keywords
A Short-Term Wind Speed Forecasting Model by Using Artificial Neural Networks with Stochastic Optimization for Renewable Energy Systems
Sign Up to like & getrecommendations! Published in 2018 at "Energies"
DOI: 10.3390/en11102777
Abstract: To efficiently manage unstable wind power generation, precise short-term wind speed forecasting is critical. To overcome the challenges in wind speed forecasting, this paper proposes a new convolutional neural network algorithm for short-term forecasting. In… read more here.
Keywords: speed forecasting; short term; wind speed; term wind ... See more keywords
Influence of the ENSO and Monsoonal Season on Long-Term Wind Energy Potential in Malaysia
Sign Up to like & getrecommendations! Published in 2018 at "Energies"
DOI: 10.3390/en11112965
Abstract: This paper assesses the long-term wind energy potential at three selected sites, namely Mersing and Kijal on the east coast of peninsular Malaysia and Kudat in Sabah. The influence of the El Niño-Southern Oscillation on… read more here.
Keywords: term; energy; long term; monsoon ... See more keywords