Título:
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Load forecasting in the user side using wavelet-ANFIS
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Autor/a:
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Giacometto Torres, Francisco; Cárdenas Araújo, Juan José; Kampouropoulos, Konstantinos; Romeral Martínez, José Luis
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Otros autores:
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Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica; Universitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group |
Abstract:
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At
present,
the
intelligent
energy
management
systems
(IEMS)
are
used
to
maximiz
the
relation
between
productivity
and
cost
using
a
variety
of
energy
sources.
Tn
this
work,
we
present
a
method
of
short-time
load
forecasting,
using
the
ANFTS
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 |
Abstract:
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Peer Reviewed |
Materia(s):
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-Àrees temàtiques de la UPC::Energies::Gestió de l'energia -Energy consumption -discrete wavelet transforms -energy management systems -energy resources -fuzzy neural nets -inference mechanisms -load forecasting -power engineering computing -power system economics -power system simulation -Energia--Consum |
Derechos:
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Tipo de documento:
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Artículo - Versión publicada Objeto de conferencia |
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