Results 1 to 10 of about 7,885 (219)
Applied Sciences, 2021 Wind speed and wind power are two important indexes for wind farms. Accurate wind speed and power forecasting can help to improve wind farm management and increase the contribution of wind power to the grid.
Qingguo Zhou, Qingquan Lv, Gaofeng Zhang
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An Enhanced Performance Evaluation Metrics for Wind Power Ramp Event Forecasting
IEEE Access, 2023 As wind power is volatile and intermittent, an increase in the proportion of wind power generation may affect the security of power systems. Accurate wind power generation and ramp forecasting are crucial for reducing operating costs and maintaining the ...
Solui Yu, Jin Hur
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A Critical Review of Wind Power Forecasting Methods—Past, Present and Future
Energies, 2020 The largest obstacle that suppresses the increase of wind power penetration within the power grid is uncertainties and fluctuations in wind speeds. Therefore, accurate wind power forecasting is a challenging task, which can significantly impact the ...
Shahram Hanifi +3 more
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A post‐forecast weighing algorithm to improve wind power forecasting capabilities
IET Renewable Power Generation, 2023 Wind power generation has had a profound impact on both the green power and traditional power sectors. As a result, wind power forecasting plays an immense role in effectively predicting and providing wind power generated for effective power dispatching ...
Petrus Pijnenburg +4 more
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A Short-Term Forecasting of Wind Power Outputs Based on Gradient Boosting Regression Tree Algorithms
Energies, 2023 With growing interest in sustainability and net-zero emissions, there has been a global trend to integrate wind power into energy grids. However, challenges such as the intermittency of wind energy remain, which leads to a significant need for accurate ...
Soyoung Park +3 more
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Wind power forecasting error-based dispatch method for wind farm cluster
Journal of Modern Power Systems and Clean Energy, 2013 With the technical development of wind power forecasting, making wind power generation schedule in power systems become an inevitable tendency. This paper proposes a new dispatch method for wind farm (WF) cluster by considering wind power forecasting ...
Ning Chen +7 more
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Frontiers in Energy Research, 2023 Short-term wind power forecasting plays an important role in wind power generation systems. In order to improve the accuracy of wind power forecasting, many researchers have proposed a large number of wind power forecasting models.
Zhongde Su, Bowen Zheng, Huacai Lu
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Accurate Short-Term Power Forecasting of Wind Turbines: The Case of Jeju Island’s Wind Farm
Energies, 2017 Short-term wind power forecasting is a technique which tells system operators how much wind power can be expected at a specific time. Due to the increasing penetration of wind generating resources into the power grids, short-term wind power forecasting ...
BeomJun Park, Jin Hur
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Short-term forecasting for multiple wind farms based on transformer model
Energy Reports, 2022 With the rapid growth of wind power installed capacity in recent years, the distribution of wind farms will be relatively dense, and there are usually multiple wind farms in the same area.
Kai Qu +4 more
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Journal of Modern Power Systems and Clean Energy, 2016 Big wind farms must be integrated to power system. Wind power from big wind farms, with randomness, volatility and intermittent, will bring adverse impacts on the connected power system.
Gang Mu +4 more
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