Table 1 Summary statistics for each house.

From: The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes

House

1

2

3

4

5

Building type

end of terrace

end of terrace

 

mid-terrace

flat

Year of construction

1905

1900

 

1935

2009

Energy improvements

solar thermal & loft insulation & solid wall insulation & double glazing

cavity wall insulation & double glazing

 

loft insulation & double glazing

 

Heating

natural gas

natural gas

 

natural gas

natural gas

Ownership

bought

bought

 

bought

bought

Number of occupants

4

2

 

2

2

Description of occupants

2 adults and 1 dog started living in the house in 2006. One child born in 2011. Second child born in 2014.

2 adults. 1 at work all day; the other sometimes home

 

1 adult and 1 pensioner

2 adults

Total number of meters

54

20

5

6

26

Number of site (mains) meters

2

2

1

1

2

Sample rate of mains meters

16 kHz & 1 Hz & 6 s

16 kHz & 1 Hz & 6 s

6 s

6 s

16 kHz & 1 Hz & 6 s

Date of first measurement

2012-11-09

2013-02-17

2013-02-27

2013-03-09

2014-06-29

Date finished installing all meters

2013-04-12

2013-05-22

   

Date of last measurement

2015-01-05

2013-10-10

2013-04-08

2013-10-01

2014-11-13

Date when some meters were removed

    

2014-09-06

Total duration (days)

786

234

39

205

137

Total uptime for mains meter (days)

655

140

36

155

131

Uptime proportion

0.83

0.60

0.93

0.75

0.96

Average mains energy consumption per day (active kWh)

7.64

7.17

  

13.75

Average mains energy consumption per day (apparent kVAh)

8.90

8.00

12.35

10.24

17.56

Following statistics calculated when all meters installed

     

Correlation of sum of submeters with mains

0.96

0.86

0.47

0.55

0.90

Proportion of energy submetered

0.80

0.68

0.19

0.28

0.79

Mean dropout rate (ignoring large gaps)

0.02

0.02

0.02

0.02

0.02

  1. ‘uptime’ is the total time that the system was active and recording. The ‘total duration’ is ‘date of last measurement’ minus ‘date of first measurement’. The correlation of the mains meter with the sum of all submeters gives an indication of how much of the variance in the mains signal is captured by the submeters. The proportion of energy submetered is the total energy captured by the submeters divided by the total energy captured by the mains meter. The dropout rate (ignoring large gaps) gives a measure of the rate at which packets were lost due to radio errors (large gaps are ignored because these are often caused by a meter being deliberately unplugged). Some metadata is not available because the occupants are no longer contactable.