IEEE Power & Energy - Spanish - May/June 2018 - 22

1549

Demanda (kWh)

1539

en lugar de según el inicio de la
recopilación de datos. el Gráfico
6
2 muestra los mismos datos exhi4
bidos en el Gráfico 1 pero como
un diagrama de dispersión según
2
el momento de la semana. ahora,
0
los picos de la mañana y la tarde
6
del medidor 1539 son claros, y
también es evidente que el medi4
dor 1549 tiene un patrón diferente
2
los fines de semana que durante la
semana.
0
para examinar más a fondo los
0
200
400
Días
perfiles de carga diarios, podemos
aprovechar el concepto de percentil, que describe la distribución
gráfico 1. Dos ejemplos de la demanda de medidores inteligentes del conjunto de
datos de la CER.
de las observaciones. el décimo
percentil, por ejemplo, es el valor
debajo
del
cual
se
puede
encontrar el 10% de las observaseparado para calcular el consumo de la calefacción. Los sisciones. Los percentiles generalizados indican observaciones
temas de refrigeración instalados no se incluyen en el estudio.
Los datos de dos medidores inteligentes se demuestran generalizadas. por otra parte, según la consistencia de los
como el diagrama de series de tiempo en el Gráfico 1. aun- percentiles en un diagrama, pueden solaparse, lo que indica
que que es obvio que estos medidores tienen patrones de que las observaciones están cerca una de otra. en el caso
demanda muy diferentes, no es posible decir mucho más; los extremo en que todas las observaciones sean idénticas, los
patrones del momento del día y del día de la semana no se percentiles también lo serán.
superpuesto en los datos de demanda individual, el Grámuestran debido al volumen de datos, e incluso la demanda
fico 2 también muestra algunos percentiles de las distribumedia no es clara en tales diagramas.
ciones de la demanda, ya que varían cada media hora y según
el día de la semana, lo que nos permite ver 48 # 7 = 336
Percentiles por momento de la semana
distribuciones
de probabilidad por hogar. en algunos períouna forma de analizar los patrones diarios y semanales es
diagramar la demanda según el momento de la semana, dos, como temprano por la mañana alrededor de las 4 a.m.

Lunes

Martes

Miércoles

Jueves

Viernes

Sábado

Domingo

6 12 18 24 0

6 12 18 24 0

6 12 18 24

6
1539

2
0
6
4

1549

Demanda (kWh)

4

2
0
0

6 12 18 24 0

6 12 18 24 0
Percentil

6 12 18 24 0 6 12 18 24 0
Momento del Día
10

25

50

75

90

gráfico 2. La demanda diagramada según el momento de la semana para dos medidores inteligentes del conjunto de
datos de la CER.
22

ieee power & energy magazine

mayo/junio 2018



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
IEEE Power & Energy - Spanish - May/June 2018 - 3
IEEE Power & Energy - Spanish - May/June 2018 - 4
IEEE Power & Energy - Spanish - May/June 2018 - 5
IEEE Power & Energy - Spanish - May/June 2018 - 6
IEEE Power & Energy - Spanish - May/June 2018 - 7
IEEE Power & Energy - Spanish - May/June 2018 - 8
IEEE Power & Energy - Spanish - May/June 2018 - 9
IEEE Power & Energy - Spanish - May/June 2018 - 10
IEEE Power & Energy - Spanish - May/June 2018 - 11
IEEE Power & Energy - Spanish - May/June 2018 - 12
IEEE Power & Energy - Spanish - May/June 2018 - 13
IEEE Power & Energy - Spanish - May/June 2018 - 14
IEEE Power & Energy - Spanish - May/June 2018 - 15
IEEE Power & Energy - Spanish - May/June 2018 - 16
IEEE Power & Energy - Spanish - May/June 2018 - 17
IEEE Power & Energy - Spanish - May/June 2018 - 18
IEEE Power & Energy - Spanish - May/June 2018 - 19
IEEE Power & Energy - Spanish - May/June 2018 - 20
IEEE Power & Energy - Spanish - May/June 2018 - 21
IEEE Power & Energy - Spanish - May/June 2018 - 22
IEEE Power & Energy - Spanish - May/June 2018 - 23
IEEE Power & Energy - Spanish - May/June 2018 - 24
IEEE Power & Energy - Spanish - May/June 2018 - 25
IEEE Power & Energy - Spanish - May/June 2018 - 26
IEEE Power & Energy - Spanish - May/June 2018 - 27
IEEE Power & Energy - Spanish - May/June 2018 - 28
IEEE Power & Energy - Spanish - May/June 2018 - 29
IEEE Power & Energy - Spanish - May/June 2018 - 30
IEEE Power & Energy - Spanish - May/June 2018 - 31
IEEE Power & Energy - Spanish - May/June 2018 - 32
IEEE Power & Energy - Spanish - May/June 2018 - 33
IEEE Power & Energy - Spanish - May/June 2018 - 34
IEEE Power & Energy - Spanish - May/June 2018 - 35
IEEE Power & Energy - Spanish - May/June 2018 - 36
IEEE Power & Energy - Spanish - May/June 2018 - 37
IEEE Power & Energy - Spanish - May/June 2018 - 38
IEEE Power & Energy - Spanish - May/June 2018 - 39
IEEE Power & Energy - Spanish - May/June 2018 - 40
IEEE Power & Energy - Spanish - May/June 2018 - 41
IEEE Power & Energy - Spanish - May/June 2018 - 42
IEEE Power & Energy - Spanish - May/June 2018 - 43
IEEE Power & Energy - Spanish - May/June 2018 - 44
IEEE Power & Energy - Spanish - May/June 2018 - 45
IEEE Power & Energy - Spanish - May/June 2018 - 46
IEEE Power & Energy - Spanish - May/June 2018 - 47
IEEE Power & Energy - Spanish - May/June 2018 - 48
IEEE Power & Energy - Spanish - May/June 2018 - 49
IEEE Power & Energy - Spanish - May/June 2018 - 50
IEEE Power & Energy - Spanish - May/June 2018 - 51
IEEE Power & Energy - Spanish - May/June 2018 - 52
IEEE Power & Energy - Spanish - May/June 2018 - 53
IEEE Power & Energy - Spanish - May/June 2018 - 54
IEEE Power & Energy - Spanish - May/June 2018 - 55
IEEE Power & Energy - Spanish - May/June 2018 - 56
IEEE Power & Energy - Spanish - May/June 2018 - 57
IEEE Power & Energy - Spanish - May/June 2018 - 58
IEEE Power & Energy - Spanish - May/June 2018 - 59
IEEE Power & Energy - Spanish - May/June 2018 - 60
IEEE Power & Energy - Spanish - May/June 2018 - 61
IEEE Power & Energy - Spanish - May/June 2018 - 62
IEEE Power & Energy - Spanish - May/June 2018 - 63
IEEE Power & Energy - Spanish - May/June 2018 - 64
IEEE Power & Energy - Spanish - May/June 2018 - 65
IEEE Power & Energy - Spanish - May/June 2018 - 66
IEEE Power & Energy - Spanish - May/June 2018 - 67
IEEE Power & Energy - Spanish - May/June 2018 - 68
IEEE Power & Energy - Spanish - May/June 2018 - 69
IEEE Power & Energy - Spanish - May/June 2018 - 70
IEEE Power & Energy - Spanish - May/June 2018 - 71
IEEE Power & Energy - Spanish - May/June 2018 - 72
IEEE Power & Energy - Spanish - May/June 2018 - 73
IEEE Power & Energy - Spanish - May/June 2018 - 74
IEEE Power & Energy - Spanish - May/June 2018 - 75
IEEE Power & Energy - Spanish - May/June 2018 - 76
IEEE Power & Energy - Spanish - May/June 2018 - 77
IEEE Power & Energy - Spanish - May/June 2018 - 78
IEEE Power & Energy - Spanish - May/June 2018 - 79
IEEE Power & Energy - Spanish - May/June 2018 - 80
IEEE Power & Energy - Spanish - May/June 2018 - 81
IEEE Power & Energy - Spanish - May/June 2018 - 82
IEEE Power & Energy - Spanish - May/June 2018 - 83
IEEE Power & Energy - Spanish - May/June 2018 - 84
IEEE Power & Energy - Spanish - May/June 2018 - 85
IEEE Power & Energy - Spanish - May/June 2018 - 86
IEEE Power & Energy - Spanish - May/June 2018 - 87
IEEE Power & Energy - Spanish - May/June 2018 - 88
IEEE Power & Energy - Spanish - May/June 2018 - 89
IEEE Power & Energy - Spanish - May/June 2018 - 90
IEEE Power & Energy - Spanish - May/June 2018 - 91
IEEE Power & Energy - Spanish - May/June 2018 - 92
IEEE Power & Energy - Spanish - May/June 2018 - 93
IEEE Power & Energy - Spanish - May/June 2018 - 94
IEEE Power & Energy - Spanish - May/June 2018 - 95
IEEE Power & Energy - Spanish - May/June 2018 - 96
IEEE Power & Energy - Spanish - May/June 2018 - 97
IEEE Power & Energy - Spanish - May/June 2018 - 98
IEEE Power & Energy - Spanish - May/June 2018 - 99
IEEE Power & Energy - Spanish - May/June 2018 - 100
IEEE Power & Energy - Spanish - May/June 2018 - 101
IEEE Power & Energy - Spanish - May/June 2018 - 102
IEEE Power & Energy - Spanish - May/June 2018 - 103
IEEE Power & Energy - Spanish - May/June 2018 - 104
IEEE Power & Energy - Spanish - May/June 2018 - 105
IEEE Power & Energy - Spanish - May/June 2018 - 106
IEEE Power & Energy - Spanish - May/June 2018 - 107
IEEE Power & Energy - Spanish - May/June 2018 - 108
IEEE Power & Energy - Spanish - May/June 2018 - 109
IEEE Power & Energy - Spanish - May/June 2018 - 110
IEEE Power & Energy - Spanish - May/June 2018 - 111
IEEE Power & Energy - Spanish - May/June 2018 - 112
IEEE Power & Energy - Spanish - May/June 2018 - 113
IEEE Power & Energy - Spanish - May/June 2018 - 114
IEEE Power & Energy - Spanish - May/June 2018 - 115
IEEE Power & Energy - Spanish - May/June 2018 - 116
IEEE Power & Energy - Spanish - May/June 2018 - 117
IEEE Power & Energy - Spanish - May/June 2018 - 118
IEEE Power & Energy - Spanish - May/June 2018 - 119
IEEE Power & Energy - Spanish - May/June 2018 - 120
IEEE Power & Energy - Spanish - May/June 2018 - 121
IEEE Power & Energy - Spanish - May/June 2018 - 122
IEEE Power & Energy - Spanish - May/June 2018 - 123
IEEE Power & Energy - Spanish - May/June 2018 - 124
IEEE Power & Energy - Spanish - May/June 2018 - Cover3
IEEE Power & Energy - Spanish - May/June 2018 - Cover4
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_1119
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_091019
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_070819
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_050619
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_030419
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_010219
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_111218
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_091018
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_070818
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_050618
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_030418
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_010218
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_0917
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_0717
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_0517
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_0117
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_0317
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_1116
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_0916
http://www.nxtbook.com/nxtbooks/pes/powerenergy_sp_111217
http://www.nxtbookMEDIA.com