DocumentCode
2628869
Title
Load forecasting in the user side using wavelet-ANFIS
Author
Giacometto, F. ; Cárdenas, J.J. ; Kampouropoulos, K. ; Romeral, J.L.
Author_Institution
MCIA Group, Univ. Politec. de Catalunya, Barcelona, Spain
fYear
2012
fDate
25-28 Oct. 2012
Firstpage
1049
Lastpage
1054
Abstract
At present, the intelligent energy management systems (IEMS) are used to maximiz the relation between productivity and cost using a variety of energy sources. In this work, we present a method of short-time load forecasting, using the ANFIS model and a component of preprocessing based in the discrete wavelet transform; the models was implemented in the user-side, analyzing real data of a factory in order to test the proposed algorithm.
Keywords
discrete wavelet transforms; energy management systems; energy resources; fuzzy neural nets; inference mechanisms; load forecasting; power engineering computing; power system economics; power system simulation; ANFIS model; IEMS; discrete wavelet transform; energy source; intelligent energy management system; neural-fuzzy inference systems; short-time load forecasting; user-side implementation;
fLanguage
English
Publisher
ieee
Conference_Titel
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location
Montreal, QC
ISSN
1553-572X
Print_ISBN
978-1-4673-2419-9
Electronic_ISBN
1553-572X
Type
conf
DOI
10.1109/IECON.2012.6388575
Filename
6388575
Link To Document