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portada Predicting the output of a PV plant
Type
Physical Book
Language
Inglés
Pages
64
Format
Paperback
Dimensions
22.9 x 15.2 x 0.4 cm
Weight
0.10 kg.
ISBN13
9786203354201

Predicting the output of a PV plant

Abdou Aziz Cissé (Author) · Mamadou Salif Diallo (Author) · Our Knowledge Publishing · Paperback

Predicting the output of a PV plant - Cissé, Abdou Aziz ; Diallo, Mamadou Salif

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£ 43.75

  • Condition: New
Origin: U.S.A. (Import costs included in the price)
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Synopsis "Predicting the output of a PV plant"

Energy market players (investors, power producers, grid operators, consumers, etc.) are facing potential challenges such as the growing demand for energy, new patterns of energy consumption, the integration of (intermittent) renewable energy sources into power grids and the evolution of power grids.This book investigates the possibility of predicting the production of a self-consuming photovoltaic installation by artificial neural networks. We cross-compared two neural network architectures (looped and unlooped) with respect to multivariate regression in order to have an efficient and reliable tool for predicting the production of a PV installation based on meteorological data (sunshine and ambient temperature).To do so, we used monitoring data of a plant over a 72-day period to build, train and test two neural network topologies (looped and unlooped) which are trained with the Levenberg-Marquardt algorithm.

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The book is written in English.
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