Short-Term Wind Power Forecasting Using the Enhanced Particle Swarm Optimization Based Hybrid Method

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Wen-Yeau Chang;
  • Journal: Energies, volume 6, issue 9 9, pages 1-18
  • Subject: wind power forecasting; hybrid forecasting method; persistence method; back propagation neural network; radial basis function neural network; enhanced particle swarm optimization algorithm
    • jel: jel:Q0 | jel:Q | jel:Q4 | jel:Q47 | jel:Q49 | jel:Q48 | jel:Q43 | jel:Q42 | jel:Q41 | jel:Q40
    acm: ComputerApplications_MISCELLANEOUS
    arxiv: Physics::Atmospheric and Oceanic Physics

High penetration of wind power in the electricity system provides many challenges to power system operators, mainly due to the unpredictability and variability of wind power generation. Although wind energy may not be dispatched, an accurate forecasting method of wind s... View more
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