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Table 1 Noise levels in NILM datasets

From: Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring

Dataset

House

Duration

Meters

Power Types

NAR

  

[days]

   

[%]

AMPds2

1

730

20

P, Q, S

P, Q, S

17.8

COMBED

1

28

13

P

P

34.4

ECO

1

236

7

P, Q

P

67.0

ECO

2

245

12

P, Q

P

5.9

ECO

3

57

7

P, Q

P

97.0

ECO

4

211

8

P, Q

P

70.5

ECO

5

219

8

P, Q

P

84.7

ECO

6

124

7

P, Q

P

66.0

iAWE

1

60

10

P, Q, S

P, Q, S

50.0

REFIT

1

639

9

P

P

64.5

REFIT

2

617

9

P

P

65.1

REFIT

3

614

9

P

P

55.5

REFIT

4

634

9

P

P

52.5

REFIT

5

648

9

P

P

52.3

UK-DALE

1

658

52

P, S

P, S

33.3

UK-DALE

2

110

18

P, S

P

41.2

UK-DALE

3

35

4

S

P

-

UK-DALE

4

114

5

S

P

-

UK-DALE

5

107

24

P, S

P

27.5