Wind speed modelling and short-term prediction using wavelets

被引：26

作者：

Hunt, K. ^{[1
]}

Nason, G.P. ^{[1
]}

机构：

[1] Department of Mathematics, University Walk, Bristol BS8 1TW, United Kingdom

来源：

Wind Engineering | 2001年 / 25卷 / 01期

关键词：

Computer simulation - Decomposition - Regression analysis - Wavelet transforms;

D O I：

10.1260/0309524011495836

中图分类号：

学科分类号：

摘要：

The mathematical method of wavelets is explained and used to predict wind conditions using short-term data collected at a site and referred to long term data from, say, a meteorological station. We model the response time-series in terms of a multiscale wavelet decomposition of the explanatory time-series. Preliminary results of this method, using hourly 10 minute averaged data from six locations in the British Isles, allow comparison with a linear regression method in terms of prediction errors over 21 days.

引用

页码：55 / 61