Smoothing ramp events in wind farm based on dynamic programming in energy internet
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Energy"
DOI: 10.1007/s11708-018-0593-8
Abstract: The concept of energy internet has been gradually accepted, which can optimize the consumption of fossil energy and renewable energy resources. When wind power is integrated into the main grid, ramp events caused by stochastic… read more here.
Keywords: energy internet; energy; power; ramp events ... See more keywords
Robust estimation of wind power ramp events with reservoir computing
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DOI: 10.1016/j.renene.2017.04.016
Abstract: Wind power ramp events are sudden increases or decreases of wind speed within a short period of time. Their prediction is nowadays one of the most important research trends in wind energy production because they… read more here.
Keywords: power ramp; wind power; ramp events; reservoir computing ... See more keywords
Forecasting of solar power ramp events: A post-processing approach
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DOI: 10.1016/j.renene.2018.09.005
Abstract: Abstract The growing integration level of wind and solar energy resources introduces new regulating and operating challenges in the electric grid. Ramp-rate limits of conventional power plants in the generation mix impose an operating constraint… read more here.
Keywords: post processing; power; approach; ramp events ... See more keywords
Hybrid machine intelligent SVR variants for wind forecasting and ramp events
Sign Up to like & getrecommendations! Published in 2019 at "Renewable and Sustainable Energy Reviews"
DOI: 10.1016/j.rser.2019.04.002
Abstract: Abstract Wind speed and power forecast is an essential component to ensure grid stability and reliability. The traditional forecasting methods fail to address the non-linearity in the wind speed time-series, thus paving way for machine… read more here.
Keywords: machine; svr; machine intelligent; ramp events ... See more keywords
Wind Ramp Events Validation in NWP Forecast Models during the Second Wind Forecast Improvement Project (WFIP2) Using the Ramp Tool and Metric (RT&M)
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DOI: 10.1175/waf-d-20-0072.1
Abstract: The second Wind Forecast Improvement Project (WFIP2) is a multiagency field campaign held in the Columbia Gorge area (October 2015–March 2017). The main goal of the project is to understand and improve the forecast skill… read more here.
Keywords: project; wind ramp; ramp events; wind ... See more keywords