IEEE Power & Energy - Spanish - May/June 2018 - 21
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tiempo de la demanda registrada en cada medidor, debido al
gran volumen de datos implicado.
un enfoque es convertir cada serie extensa de datos de
demanda a un único punto bidimensional (2D) que pueda trazarse en un simple diagrama de dispersión. De esta forma,
todos los medidores pueden verse en el diagrama de dispersión; se pueden detectar anomalías, observar agrupaciones
y examinar cualquier otra estructura que resulte interesante.
presentaremos una solución a este problema, principalmente,
al convertir los datos de cada medidor inteligente en una serie
de distribuciones de probabilidad, que luego se utilizan para
computar en distancias entre pares de los perfiles de carga.
Las residencias se integran en un espacio 2D para permitir
que se construyan diagramas simples pero informativos.
mayo/junio 2018
Medidor de datos inteligente irlandés
a fin de ilustrar, utilizaremos los datos recopilados durante un
ensayo con un medidor inteligente realizado por la comisión
para la regulación energética (cer, por sus siglas en inglés)
en irlanda. con el propósito de la demostración, usaremos
medidas de consumo eléctrico cada media hora recolectadas
de 500 consumidores residenciales durante 535 días consecutivos. cada medidor proporciona el consumo eléctrico entre el
14 de julio de 2009 y el 31 de diciembre de 2010. varios días
en la serie presentan períodos de datos faltantes. el conjunto
de datos de la cer no tiene en cuenta la energía consumida
por los sistemas de calefacción y refrigeración. puede ser que
las residencias utilicen una fuente diferente de energía para la
calefacción, tales como el combustible y el gas, o un medidor
ieee power & energy magazine
21
http://www.iStockphoto.com/z_wei
Table of Contents for the Digital Edition of IEEE Power & Energy - Spanish - May/June 2018
Contenidos
IEEE Power & Energy - Spanish - May/June 2018 - Cover1
IEEE Power & Energy - Spanish - May/June 2018 - Cover2
IEEE Power & Energy - Spanish - May/June 2018 - Contenidos
IEEE Power & Energy - Spanish - May/June 2018 - 2
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IEEE Power & Energy - Spanish - May/June 2018 - Cover3
IEEE Power & Energy - Spanish - May/June 2018 - Cover4
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