Comparative study of PV power forecast using parametric and nonparametric PV models
Sign Up to like & getrecommendations! Published in 2017 at "Solar Energy"
DOI: 10.1016/j.solener.2017.07.032
Abstract: Abstract Forecast procedures for large ground mounted PV plants or smaller BIPV or BAPV systems may use a parametric or a nonparametric model of the PV system. In this paper, both approaches are used independently… read more here.
Keywords: forecast using; comparative study; parametric nonparametric; power forecast ... See more keywords
Multi‐step wind power forecast based on VMD‐LSTM
Sign Up to like & getrecommendations! Published in 2019 at "IET Renewable Power Generation"
DOI: 10.1049/iet-rpg.2018.5781
Abstract: To improve the accuracy of multi-step wind power forecast, a variational mode decomposition-long short-term memory (VMD-LSTM) forecast method is proposed. Firstly, the variational mode decomposition method is adopted to decompose the wind power data into… read more here.
Keywords: multi step; power forecast; power; step wind ... See more keywords