Table 3 Article grouping on appliance, parameters, and computing platforms
Appliance | Parameters | Detection level | No. of papers | Stated algorithms type | Computing platform | Results | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
CAT 1 | Sup | Semi | Unsup | Stat | Edge | Fog | Hybrids | Un specified | % (Avg.) | |||
Television Fridges Freezers Dishwashers Air-conditioners Microwave | Operational mode Time usage | Appliance level detection, Aggregated level | 38 | 11 | 9 | 7 | 5 | 21 | 11 | 2 | 6 | 87.62 |
CAT2 | ||||||||||||
Fridge Air-conditioners Lighting Microwave Heaters Irons Blenders Laptops Speakers Fans | Weather Historical -consumptions | Aggregated level and Appliance level | 42 | 19 | 4 | 7 | 12 | 29 | 4 | – | 9 | 88.23 |
CAT 3 | ||||||||||||
Dishwashers Air-conditioners Freezers | Operational time, Operational mode Appliance model, Occupancy Power ratings | Aggregated level | 9 | 7 | – | – | 2 | 3 | – | 2 | 4 | 78.42 |
CAT 4 | ||||||||||||
Fridges Air-conditioners Laptops Blenders Speakers Fans Oven television | Input voltages, Input current, Power rating | Spatio-temporal, Appliance level and Aggregated level | 3 | 2 | – | – | 1 | 1 | 1 | – | 1 | 79.57 |