Table 2 Distribution of four appliance types
From: Robust energy disaggregation using appliance-specific temporal contextual information
Dataset | One state/multi-state without power peak (A) | One state/multi-state with power peak (B) | Non-linear (C) | Continuous (D) | ||||
|---|---|---|---|---|---|---|---|---|
Energy (%) | App | Energy (%) | App | Energy (%) | App | Energy (%) | App | |
ECO-1 | 57.3 | (2), (4), (5) | 42.7 | (1), (7) | 0 | – | 0 | – |
ECO-2 | 4.7 | (3), (8) | 46.1 | (4), (6) | 49.2 | (5), (9), (11), (12) | 0 | – |
ECO-4 | 6.2 | (3), (8) | 74.1 | (1), (5) | 19.7 | (2), (4), (7) | 0 | – |
ECO-5 | 12.7 | (2), (4) | 45.6 | (5) | 41.7 | (6), (7) | 0 | – |
ECO-6 | 16.6 | (4), (7) | 21.0 | (6) | 62.4 | (2), (5) | 0 | – |
REDD-1 | 13.1 | (1), (2), (4), (9), (11) | 67.5 | (3), (7), (8), (15), (16), (18) | 19.4 | (5), (6), (10), (13), (14) | 0 | – |
REDD-2 | 11.4 | (3), (4), (9) | 77.4 | (2), (5), (7), (8) | 11.2 | (1), (6) | 0 | – |
REDD-3 | 6.6 | (6), (14), (18) | 64.0 | (1), (3), (5), (7)–(12), (15), (17) | 29.4 | (4), (19), (20) | 0 | – |
REDD-4 | 3.3 | (6) | 71.7 | (1), (2), (5), (11), (13)–(15), (17) | 24.0 | (3), (4), (12) | 1.1 | (7), (8), (18) |
REDD-6 | 7.2 | (3), (10) | 52.7 | (6), (7) | 17.5 | (1), (4), (5), (8), (9), (11), (12) | 22.6 | (13)–(15) |
iAWE | 1.1 | (4), (6) | 14.7 | (1) | 10.9 | (5), (8) | 73.3 | (2), (3), (10) |