ICNCRE 2013

International Conference on Nanoelectronics, Communications and Renewable Energy 2013

 


ICNCRE 2013 Kokula Krishna Hari K
Short Title ICNCRE 2013
Publisher ASDF, India
ISBN 13 978-81-925233-8-5
ISBN 10 81-925233-8-1
Language English
Type Hard Bound - Printed Book
Copyrights admin@asdf.res.in
Editor-in-Chief Mohamed Rachid Mekideche
Conference Dates 22 - 23, September 2013
Venue Country Jijel, Algeria
Submitted Papers 477
Acceptance Rate 21.17%
Website www.asdf.org.in

Paper 022


SVMr-Based Model for Power Prediction of a 20kWp Grid-Connected Photovoltaic System

SVMr-Based Model for Power Prediction of a 20kWp Grid-Connected Photovoltaic System

Moufida Bouzerdoum1, Adel Mellit2

Department of Electronics, Renewable Energy, Laboratory (LER), University of Jijel.

Abstract

In this paper, a regression support vector machines (SVMr) for short-term power prediction of a grid-connected photovoltaic (GCPV) plant is described. The designed model is applied for a 20 kWp GCPV system at Trieste, Italy. An experimental database of output power is used to develop and verity the effectiveness of the model. Results show good ability of the model for short-term power prediction and have a practical value in practical applications.

Author's Profile

Moufida Bouzerdoum : Profile

Adel Mellit : Profile

Cite this Article as Follows

Moufida Bouzerdoum, and Adel Mellit.Proceedings of The International Conference on Nanoelectronics, Communications and Renewable Energy 2013. SVMr-Based Model for Power Prediction of a 20kWp Grid-Connected Photovoltaic System. Vol. 1. Chennai: Association of Scientists, Developers and Faculties, 2013. 95-98. Print.