Konu "Artificial neural networks" için Elektrik-Elektronik Mühendisliği Bölümü listeleme

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Daily photovoltaic power prediction enhanced by hybrid GWO-MLP, ALO-MLP and WOA-MLP models using meteorological information

Colak, Medine; Yesilbudak, Mehmet; Bayindir, Ramazan (2020)

Solar energy is a safe, clean, environmentally-friendly and renewable energy source without any carbon emissions to the atmosphere. Therefore, there are many studies in the field of solar energy in order to obtain the ...
Forecasting of daily total horizontal solar radiation using grey wolf optimizer and multilayer perceptron algorithms

Colak, Medine; Yesilbudak, Mehmet; Bayindir, Ramazan (2019)

Solar radiation data is an indispensable input for photovoltaic and solar-thermal systems. In this regard, the consistent solar radiation forecasting is a primary task in solar energy applications. In this paper, grey wolf ...

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