Table 8 Set of Rules, KNN, and All candidates in Experiment No. 1
From: Centralized smart energy monitoring system for legacy home appliances
Trial No. | Devices | Calculated value | Sensor reading | Match set of rules | Match KNN | Match all candidates |
|---|---|---|---|---|---|---|
1 | Grill | 1090.55 | 1090.55 | Yes | Yes | Yes |
2 | Kettle | 2040.11 | 2040.11 | Yes | Yes | Yes |
3 | Microwave | 1457.95 | 1457.95 | Yes | Yes | Yes |
4 | Hitachi | 168.26 | 168.26 | Yes | Yes | Yes |
5 | LG | 188.24 | 188.24 | Yes | Yes | Yes |
6 | Kettle, Grill | 3130.66 | 3119.12 | No | Yes | Yes |
7 | Kettle, Microwave | 3498.06 | 3438.5 | No | Yes | Yes |
8 | Microwave, Grill | 2548.5 | 2513.3 | No | Yes | Yes |
9 | Microwave, Grill, Kettle | 4588.61 | 4458.79 | No | No | Yes |
10 | LG, Hitachi | 356.5 | 353.92 | No | Yes | Yes |
11 | LG, Hitachi, Microwave | 1814.45 | 1796.5 | No | Yes | Yes |
12 | LG, Hitachi, Kettle | 2396.61 | 2329.55 | No | Yes | Yes |
13 | LG, Hitachi, Grill | 1447.05 | 1374.94 | No | Yes | Yes |
14 | LG, Hitachi, Microwave, Kettle | 3854.56 | 3752.65 | No | Yes | Yes |
15 | LG, Hitachi, Kettle, Grill | 3487.16 | 3324.4 | No | No | Yes |
16 | LG, Hitachi, Grill, Microwave | 2905 | 2868.25 | No | Yes | Yes |
17 | LG, Hitachi, Kettle, Grill, Microwave | 4945.11 | 4607.41 | No | Yes | Yes |
18 | LG, Microwave, Grill | 2736.74 | 2661.85 | No | Yes | Yes |
19 | LG, Microwave, Kettle | 3686.3 | 3633.75 | No | Yes | Yes |
20 | LG, Kettle, Grill | 3318.9 | 3135.65 | No | Yes | Yes |
21 | LG, Kettle | 2228.35 | 2161.4 | No | Yes | Yes |
22 | LG, Grill | 1278.79 | 1240.96 | No | Yes | Yes |
23 | LG, Microwave | 1651.35 | 1650.3 | No | Yes | Yes |
24 | Hitachi, Microwave | 1626.21 | 1552.4 | No | Yes | Yes |
25 | Hitachi, Kettle | 2208.37 | 2132.3 | No | Yes | Yes |
26 | Hitachi, Grill | 1258.81 | 1182.94 | No | Yes | Yes |
27 | Hitachi, Microwave, Kettle, Grill | 4756.87 | 4520.21 | No | No | Yes |
28 | Hitachi, Microwave, Grill | 2716.76 | 2605.78 | No | Yes | Yes |
29 | Hitachi, Microwave, Kettle | 3665.83 | 3563.72 | No | Yes | Yes |
30 | Hitachi, Kettle, Grill | 3298.92 | 3223.03 | No | Yes | Yes |
31 | LG, Grill, Microwave, Kettle | 4776.85 | 4511.94 | No | No | Yes |