Application of the hybrid ANFIS models for long term wind power density prediction with extrapolation capability.

Application of the hybrid ANFIS models for long term wind power density prediction with extrapolation capability.

In this paper, the suitability and performance of ANFIS (adaptive neuro-fuzzy inference system), ANFIS-PSO (particle swarm optimization), ANFIS-GA (genetic algorithm) and ANFIS-DE (differential evolution) has been investigated for the prediction of monthly and weekly wind power density (WPD) of four...

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Bibliographic Details
Main Authors: Monowar Hossain, Saad Mekhilef, Firdaus Afifi, Laith M Halabi, Lanre Olatomiwa, Mehdi Seyedmahmoudian, Ben Horan, Alex Stojcevski
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5922580?pdf=render

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http://europepmc.org/articles/PMC5922580?pdf=render

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