Table 7 Energy disaggregation performance increase for each device in terms of estimation accuracy \( {E}_{ACC}^i \) when using the optimal temporal contextual window length w per device

1.4 (3)

9.7 (11)

26.5 (9)

0.0 (1)

0.9 (13)

13.1 (3)

0.1 (11)

2.4 (3)

1.8 (3)

0.2 (3)

4.8 (5)

4.9 (5)

0.0 (1)

3.6 (13)

0.5 (3)

0.5 (3)

0.0 (1)

0.6 (7)

1.9 (3)

0.0 (1)

4.3 (11)

10.5 (7)

2.3 (5)

1.8 (7)

1.2 (7)

3.2 (3)

3.4 (5)

3.4 (9)

0.4 (7)

2.8 (5)

2.8 (5)

17.1 (5)

0.6 (3)

5.1 (3)

4.8 (11)

5.6 (5)

3.5 (13)

2.0 (3)

0.6 (5)

60.8 (11)

5.4 (13)

1.1 (3)

2.9 (3)

1.0 (3)

1.0 (9)

0.3 (11)

0.8 (3)

0.0 (1)

0.1 (11)

0.0 (1)

0.4 (3)

0.0 (1)

3.4 (7)

2.4 (3)

0.0 (1)

6.1 (7)

8.4 (5)

7.7 (3)

2.8 (5)

14.2 (3)

0.2 (5)

32.2 (13)

0.1 (3)

12.7 (9)

1.1 (7)

17.8 (7)

4.9 (5)

8.4 (7)

2.0 (7)

5.8 (9)

0.5 (9)

0.0 (1)

5.7 (7)

0.7 (3)

9.6 (5)

4.6 (7)

1.1 (9)

3.0 (11)

0.0 (1)

2.3 (5)

3.3 (13)

1.9 (7)

0.2 (7)

7.6 (3)

6.6 (7)

9.4 (3)

0.9 (9)

0.4 (13)

7.2 (7)

5.7 (11)

14.1 (7)

17.4 (7)

0.0 (1)

0.0 (1)

44.7 (11)