Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm

Wind power as a renewable source of energy, has numerous economic, environmental and social benefits. In order to enhance and control renewable wind power, it is vital to utilize models that predict wind speed with high accuracy. Due to neglecting of requirement and significance of data preprocessin...

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Veröffentlicht in:	arXiv.org 2020-02
Hauptverfasser:	Samadianfard, Saeed, Hashemi, Sajjad, Kargar, Katayoun, Izadyar, Mojtaba, Mostafaeipour, Ali, Mosavi, Amir, Nabipour, Narjes, Shamshirband, Shahaboddin
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Mathematical models Model accuracy Multilayer perceptrons Optimization Optimization algorithms Parameters Predictions Stations Wind power Wind speed
Online-Zugang:	Volltext
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