DocumentCode
743124
Title
Day-Ahead Power Output Forecasting for Small-Scale Solar Photovoltaic Electricity Generators
Author
Yue Zhang ; Beaudin, Marc ; Taheri, Raouf ; Zareipour, Hamidreza ; Wood, David
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
Volume
6
Issue
5
fYear
2015
Firstpage
2253
Lastpage
2262
Abstract
Because of the rapid growth of small-scale solar electricity generation over the past few years, forecasting solar power output is becoming more important. However, changes in weather conditions cause solar power generation to be highly volatile. This paper analyses the challenges of solar power forecasting and then presents a similar day-based forecasting tool to do 24-h-ahead forecasting for small-scale solar power output forecasting.
Keywords
load forecasting; photovoltaic power systems; day-ahead power output forecasting; small-scale solar photovoltaic electricity generators; small-scale solar power output forecasting; solar power forecasting; Clouds; Electricity; Engines; Forecasting; Predictive models; Weather forecasting; Forecasting; prediction; similar day; solar power;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2015.2397003
Filename
7052358
Link To Document