A Seasonal Model Using Optimized Multi-Layer Neural Networks to Forecast Power Output of PV Plants

A Seasonal Model Using Optimized Multi-Layer Neural Networks to Forecast Power Output of PV Plants

With the continuous increase of grid-connected photovoltaic (PV) installed capacity and the urgent demand of synergetic utilization with the other power generation forms, the high-precision prediction of PV power generation is increasingly important for the optimal scheduling and safe operation of t...

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Bibliographic Details
Main Authors: Yang Hu, Weiwei Lian, Yutong Han, Songyuan Dai, Honglu Zhu
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Energies
Subjects:
PV power forecasting
solar irradiance
multi-layer artificial neural network
seasonal model
model validation
Online Access:http://www.mdpi.com/1996-1073/11/2/326

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http://www.mdpi.com/1996-1073/11/2/326

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