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
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;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6388575
